| { |
| "inputs": { |
| "heatmap": "mvp_expert_heatmap.parquet", |
| "questions": "mvp_question_summary.parquet", |
| "manifest": "mvp_manifest.json" |
| }, |
| "trace_rows": 76604880, |
| "questions": 291, |
| "experts": 256, |
| "layer_expert_pairs": 10061, |
| "global_stats": { |
| "expert_importance": { |
| "total": 454967409.551472, |
| "n": 256, |
| "gini": 0.5077922684330742, |
| "hhi": 0.008195238642133725, |
| "effective_n_hhi": 122.02207204299769, |
| "entropy": 5.1104626735468575, |
| "effective_n_entropy": 165.74702389942559, |
| "top1_share": 0.02295073648993281, |
| "top5_share": 0.1023818043580193, |
| "top10_share": 0.17710862071657424, |
| "top20_share": 0.29653931363197633 |
| }, |
| "expert_frequency": { |
| "total": 76604880.0, |
| "n": 256, |
| "gini": 0.18773401526035283, |
| "hhi": 0.004363391254383154, |
| "effective_n_hhi": 229.17953988092881, |
| "entropy": 5.489553189768913, |
| "effective_n_entropy": 242.1489880378139, |
| "top1_share": 0.009104393871513147, |
| "top5_share": 0.03997219237207864, |
| "top10_share": 0.07524877005224734, |
| "top20_share": 0.13942477293874747 |
| }, |
| "layer_expert_importance": { |
| "total": 454967409.551472, |
| "n": 10061, |
| "gini": 0.9286187615579211, |
| "hhi": 0.003652644695591949, |
| "effective_n_hhi": 273.7742330117164, |
| "entropy": 6.572382079007904, |
| "effective_n_entropy": 715.071172006477, |
| "top1_share": 0.020223975153568944, |
| "top5_share": 0.0776394248508599, |
| "top10_share": 0.12533822981652332, |
| "top20_share": 0.18865583455459206 |
| }, |
| "layer_expert_frequency": { |
| "total": 76604880.0, |
| "n": 10061, |
| "gini": 0.6294159780868309, |
| "hhi": 0.0003635205103319139, |
| "effective_n_hhi": 2750.8764198392705, |
| "entropy": 8.461173285319004, |
| "effective_n_entropy": 4727.601570418773, |
| "top1_share": 0.002456632005689455, |
| "top5_share": 0.009801085779391601, |
| "top10_share": 0.017677489998026236, |
| "top20_share": 0.031475710163634485 |
| } |
| }, |
| "cutoffs": [ |
| { |
| "metric": "expert importance", |
| "entity": "expert_id", |
| "mass_threshold": 0.2, |
| "count_needed": 12.0, |
| "share_of_entities": 0.046875, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "expert importance", |
| "entity": "expert_id", |
| "mass_threshold": 0.5, |
| "count_needed": 45.0, |
| "share_of_entities": 0.17578125, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "expert importance", |
| "entity": "expert_id", |
| "mass_threshold": 0.8, |
| "count_needed": 111.0, |
| "share_of_entities": 0.43359375, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "expert importance", |
| "entity": "expert_id", |
| "mass_threshold": 0.9, |
| "count_needed": 155.0, |
| "share_of_entities": 0.60546875, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "expert importance", |
| "entity": "expert_id", |
| "mass_threshold": 0.95, |
| "count_needed": 189.0, |
| "share_of_entities": 0.73828125, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "expert importance", |
| "entity": "expert_id", |
| "mass_threshold": null, |
| "count_needed": null, |
| "share_of_entities": null, |
| "top_entity_fraction": 0.2, |
| "count_used": 52.0, |
| "mass_captured": 0.5485272811 |
| }, |
| { |
| "metric": "expert importance", |
| "entity": "expert_id", |
| "mass_threshold": null, |
| "count_needed": null, |
| "share_of_entities": null, |
| "top_entity_fraction": 0.5, |
| "count_used": 128.0, |
| "mass_captured": 0.8461321188 |
| }, |
| { |
| "metric": "expert importance", |
| "entity": "expert_id", |
| "mass_threshold": null, |
| "count_needed": null, |
| "share_of_entities": null, |
| "top_entity_fraction": 0.8, |
| "count_used": 205.0, |
| "mass_captured": 0.9678155983 |
| }, |
| { |
| "metric": "expert activation frequency", |
| "entity": "expert_id", |
| "mass_threshold": 0.2, |
| "count_needed": 31.0, |
| "share_of_entities": 0.12109375, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "expert activation frequency", |
| "entity": "expert_id", |
| "mass_threshold": 0.5, |
| "count_needed": 95.0, |
| "share_of_entities": 0.37109375, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "expert activation frequency", |
| "entity": "expert_id", |
| "mass_threshold": 0.8, |
| "count_needed": 178.0, |
| "share_of_entities": 0.6953125, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "expert activation frequency", |
| "entity": "expert_id", |
| "mass_threshold": 0.9, |
| "count_needed": 213.0, |
| "share_of_entities": 0.83203125, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "expert activation frequency", |
| "entity": "expert_id", |
| "mass_threshold": 0.95, |
| "count_needed": 233.0, |
| "share_of_entities": 0.91015625, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "expert activation frequency", |
| "entity": "expert_id", |
| "mass_threshold": null, |
| "count_needed": null, |
| "share_of_entities": null, |
| "top_entity_fraction": 0.2, |
| "count_used": 52.0, |
| "mass_captured": 0.3112907951 |
| }, |
| { |
| "metric": "expert activation frequency", |
| "entity": "expert_id", |
| "mass_threshold": null, |
| "count_needed": null, |
| "share_of_entities": null, |
| "top_entity_fraction": 0.5, |
| "count_used": 128.0, |
| "mass_captured": 0.6320744188 |
| }, |
| { |
| "metric": "expert activation frequency", |
| "entity": "expert_id", |
| "mass_threshold": null, |
| "count_needed": null, |
| "share_of_entities": null, |
| "top_entity_fraction": 0.8, |
| "count_used": 205.0, |
| "mass_captured": 0.88072722 |
| }, |
| { |
| "metric": "layer-expert importance", |
| "entity": "layer_expert", |
| "mass_threshold": 0.2, |
| "count_needed": 22.0, |
| "share_of_entities": 0.0021866614, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "layer-expert importance", |
| "entity": "layer_expert", |
| "mass_threshold": 0.5, |
| "count_needed": 110.0, |
| "share_of_entities": 0.0109333068, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "layer-expert importance", |
| "entity": "layer_expert", |
| "mass_threshold": 0.8, |
| "count_needed": 472.0, |
| "share_of_entities": 0.0469138257, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "layer-expert importance", |
| "entity": "layer_expert", |
| "mass_threshold": 0.9, |
| "count_needed": 949.0, |
| "share_of_entities": 0.0943246198, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "layer-expert importance", |
| "entity": "layer_expert", |
| "mass_threshold": 0.95, |
| "count_needed": 1594.0, |
| "share_of_entities": 0.1584335553, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "layer-expert importance", |
| "entity": "layer_expert", |
| "mass_threshold": null, |
| "count_needed": null, |
| "share_of_entities": null, |
| "top_entity_fraction": 0.2, |
| "count_used": 2013.0, |
| "mass_captured": 0.9660464975 |
| }, |
| { |
| "metric": "layer-expert importance", |
| "entity": "layer_expert", |
| "mass_threshold": null, |
| "count_needed": null, |
| "share_of_entities": null, |
| "top_entity_fraction": 0.5, |
| "count_used": 5031.0, |
| "mass_captured": 0.9966119244 |
| }, |
| { |
| "metric": "layer-expert importance", |
| "entity": "layer_expert", |
| "mass_threshold": null, |
| "count_needed": null, |
| "share_of_entities": null, |
| "top_entity_fraction": 0.8, |
| "count_used": 8049.0, |
| "mass_captured": 0.9998614265 |
| }, |
| { |
| "metric": "layer-expert activation frequency", |
| "entity": "layer_expert", |
| "mass_threshold": 0.2, |
| "count_needed": 223.0, |
| "share_of_entities": 0.0221647948, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "layer-expert activation frequency", |
| "entity": "layer_expert", |
| "mass_threshold": 0.5, |
| "count_needed": 1105.0, |
| "share_of_entities": 0.1098300368, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "layer-expert activation frequency", |
| "entity": "layer_expert", |
| "mass_threshold": 0.8, |
| "count_needed": 3395.0, |
| "share_of_entities": 0.3374416062, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "layer-expert activation frequency", |
| "entity": "layer_expert", |
| "mass_threshold": 0.9, |
| "count_needed": 4939.0, |
| "share_of_entities": 0.4909054766, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "layer-expert activation frequency", |
| "entity": "layer_expert", |
| "mass_threshold": 0.95, |
| "count_needed": 6152.0, |
| "share_of_entities": 0.6114700328, |
| "top_entity_fraction": null, |
| "count_used": null, |
| "mass_captured": null |
| }, |
| { |
| "metric": "layer-expert activation frequency", |
| "entity": "layer_expert", |
| "mass_threshold": null, |
| "count_needed": null, |
| "share_of_entities": null, |
| "top_entity_fraction": 0.2, |
| "count_used": 2013.0, |
| "mass_captured": 0.6541773709 |
| }, |
| { |
| "metric": "layer-expert activation frequency", |
| "entity": "layer_expert", |
| "mass_threshold": null, |
| "count_needed": null, |
| "share_of_entities": null, |
| "top_entity_fraction": 0.5, |
| "count_used": 5031.0, |
| "mass_captured": 0.9045870968 |
| }, |
| { |
| "metric": "layer-expert activation frequency", |
| "entity": "layer_expert", |
| "mass_threshold": null, |
| "count_needed": null, |
| "share_of_entities": null, |
| "top_entity_fraction": 0.8, |
| "count_used": 8049.0, |
| "mass_captured": 0.9907444669 |
| } |
| ], |
| "top_20_experts_by_importance": [ |
| { |
| "expert_id": 209, |
| "activation_count": 519228, |
| "router_weight_mass": 63351.0799138286, |
| "contribution_l2_sum": 145132.9567642586, |
| "importance_score": 10441837.128123173, |
| "active_questions": 291, |
| "activation_count_share": 0.0067780016, |
| "router_weight_mass_share": 0.0066158792, |
| "contribution_l2_sum_share": 0.0084953228, |
| "importance_score_share": 0.0229507365, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-77-77.12 (Berendsen_thermostat)" |
| }, |
| { |
| "expert_id": 31, |
| "activation_count": 470490, |
| "router_weight_mass": 62369.0584953109, |
| "contribution_l2_sum": 190777.4189323948, |
| "importance_score": 9548861.12738091, |
| "active_questions": 291, |
| "activation_count_share": 0.0061417758, |
| "router_weight_mass_share": 0.0065133248, |
| "contribution_l2_sum_share": 0.0111671105, |
| "importance_score_share": 0.0209880113, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-55-55.1 (Swift_Hohenberg); scicode-77-77.12 (Berendsen_thermostat)" |
| }, |
| { |
| "expert_id": 221, |
| "activation_count": 472993, |
| "router_weight_mass": 71316.1697138973, |
| "contribution_l2_sum": 98554.3541294776, |
| "importance_score": 9497220.934157675, |
| "active_questions": 291, |
| "activation_count_share": 0.00617445, |
| "router_weight_mass_share": 0.0074476894, |
| "contribution_l2_sum_share": 0.0057688555, |
| "importance_score_share": 0.0208745082, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-54-54.2 (SUPG); scicode-54-54.1 (SUPG); scicode-54-54.3 (SUPG)" |
| }, |
| { |
| "expert_id": 230, |
| "activation_count": 309188, |
| "router_weight_mass": 41344.5830880676, |
| "contribution_l2_sum": 139924.0661167463, |
| "importance_score": 8607625.829336345, |
| "active_questions": 291, |
| "activation_count_share": 0.0040361397, |
| "router_weight_mass_share": 0.004317697, |
| "contribution_l2_sum_share": 0.0081904216, |
| "importance_score_share": 0.0189192141, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-79-79.4 (Nose_Hoover_chain_thermostat); scicode-32-32.1 (Multiparticle_dynamics_in_the_optical_tweezer_array)" |
| }, |
| { |
| "expert_id": 130, |
| "activation_count": 697441, |
| "router_weight_mass": 98118.7516776985, |
| "contribution_l2_sum": 146656.7086333559, |
| "importance_score": 8484839.294975545, |
| "active_questions": 291, |
| "activation_count_share": 0.0091043939, |
| "router_weight_mass_share": 0.0102467363, |
| "contribution_l2_sum_share": 0.0085845153, |
| "importance_score_share": 0.0186493343, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-77-77.12 (Berendsen_thermostat); scicode-77-77.4 (Berendsen_thermostat); scicode-33-33.1 (phase_diagram_chern_haldane_model_v1)" |
| }, |
| { |
| "expert_id": 64, |
| "activation_count": 608325, |
| "router_weight_mass": 78352.318518372, |
| "contribution_l2_sum": 171019.05971842, |
| "importance_score": 7205275.927526823, |
| "active_questions": 291, |
| "activation_count_share": 0.0079410737, |
| "router_weight_mass_share": 0.0081824884, |
| "contribution_l2_sum_share": 0.0100105596, |
| "importance_score_share": 0.0158369056, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-77-77.12 (Berendsen_thermostat); scicode-13-13.5 (Maxwell_Equation_Solver)" |
| }, |
| { |
| "expert_id": 52, |
| "activation_count": 292328, |
| "router_weight_mass": 40501.9814269593, |
| "contribution_l2_sum": 134446.9142303626, |
| "importance_score": 6990213.148054128, |
| "active_questions": 291, |
| "activation_count_share": 0.0038160493, |
| "router_weight_mass_share": 0.0042297024, |
| "contribution_l2_sum_share": 0.0078698179, |
| "importance_score_share": 0.0153642063, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-20-20.2 (phonon_angular_momentum); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 118, |
| "activation_count": 544294, |
| "router_weight_mass": 71761.3065073848, |
| "contribution_l2_sum": 157022.0415807872, |
| "importance_score": 6919788.277704322, |
| "active_questions": 291, |
| "activation_count_share": 0.0071052131, |
| "router_weight_mass_share": 0.0074941759, |
| "contribution_l2_sum_share": 0.0091912475, |
| "importance_score_share": 0.0152094153, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-55-55.1 (Swift_Hohenberg); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 90, |
| "activation_count": 575565, |
| "router_weight_mass": 79265.426580516, |
| "contribution_l2_sum": 122488.6268889985, |
| "importance_score": 6458331.55472113, |
| "active_questions": 291, |
| "activation_count_share": 0.0075134247, |
| "router_weight_mass_share": 0.0082778461, |
| "contribution_l2_sum_share": 0.0071698424, |
| "importance_score_share": 0.014195152, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-20-20.2 (phonon_angular_momentum); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-33-33.1 (phase_diagram_chern_haldane_model_v1)" |
| }, |
| { |
| "expert_id": 169, |
| "activation_count": 293399, |
| "router_weight_mass": 37400.1238611948, |
| "contribution_l2_sum": 107651.9837703369, |
| "importance_score": 6424657.15467391, |
| "active_questions": 291, |
| "activation_count_share": 0.0038300301, |
| "router_weight_mass_share": 0.0039057693, |
| "contribution_l2_sum_share": 0.006301383, |
| "importance_score_share": 0.0141211371, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 201, |
| "activation_count": 480424, |
| "router_weight_mass": 69605.9157177545, |
| "contribution_l2_sum": 136981.3909975663, |
| "importance_score": 5949876.736586603, |
| "active_questions": 291, |
| "activation_count_share": 0.0062714542, |
| "router_weight_mass_share": 0.0072690842, |
| "contribution_l2_sum_share": 0.0080181729, |
| "importance_score_share": 0.0130775889, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-20-20.2 (phonon_angular_momentum); scicode-18-18.2 (NURBS); scicode-15-15.1 (Crank_Nicolson_for_time_dependent_Schrodinger)" |
| }, |
| { |
| "expert_id": 121, |
| "activation_count": 541786, |
| "router_weight_mass": 69547.2310927672, |
| "contribution_l2_sum": 123108.1071098974, |
| "importance_score": 5891240.116640933, |
| "active_questions": 291, |
| "activation_count_share": 0.0070724737, |
| "router_weight_mass_share": 0.0072629556, |
| "contribution_l2_sum_share": 0.0072061035, |
| "importance_score_share": 0.012948708, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-12-12.2 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 140, |
| "activation_count": 372033, |
| "router_weight_mass": 52089.3533750641, |
| "contribution_l2_sum": 101728.5202032875, |
| "importance_score": 5841048.720894131, |
| "active_questions": 291, |
| "activation_count_share": 0.0048565183, |
| "router_weight_mass_share": 0.0054397947, |
| "contribution_l2_sum_share": 0.0059546545, |
| "importance_score_share": 0.0128383893, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 73, |
| "activation_count": 406447, |
| "router_weight_mass": 52998.5604995951, |
| "contribution_l2_sum": 111720.9516597077, |
| "importance_score": 5786315.59550306, |
| "active_questions": 291, |
| "activation_count_share": 0.0053057586, |
| "router_weight_mass_share": 0.005534745, |
| "contribution_l2_sum_share": 0.0065395591, |
| "importance_score_share": 0.0127180881, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-17-17.1 (linear_tetrahedron_method); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 134, |
| "activation_count": 584087, |
| "router_weight_mass": 72328.612305916, |
| "contribution_l2_sum": 142663.0108697816, |
| "importance_score": 5345822.403943384, |
| "active_questions": 291, |
| "activation_count_share": 0.0076246709, |
| "router_weight_mass_share": 0.0075534208, |
| "contribution_l2_sum_share": 0.0083507451, |
| "importance_score_share": 0.0117499018, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 146, |
| "activation_count": 265222, |
| "router_weight_mass": 34234.6793745595, |
| "contribution_l2_sum": 114928.8728002741, |
| "importance_score": 5331744.175872954, |
| "active_questions": 291, |
| "activation_count_share": 0.0034622076, |
| "router_weight_mass_share": 0.0035751956, |
| "contribution_l2_sum_share": 0.006727334, |
| "importance_score_share": 0.0117189585, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-77-77.12 (Berendsen_thermostat); scicode-60-60.5 (Widom_particle_insertion); scicode-77-77.4 (Berendsen_thermostat)" |
| }, |
| { |
| "expert_id": 96, |
| "activation_count": 288969, |
| "router_weight_mass": 37888.5312819379, |
| "contribution_l2_sum": 110758.8798874276, |
| "importance_score": 5291346.048055704, |
| "active_questions": 291, |
| "activation_count_share": 0.0037722009, |
| "router_weight_mass_share": 0.0039567747, |
| "contribution_l2_sum_share": 0.0064832445, |
| "importance_score_share": 0.011630165, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-22-22.1 (Beam_translation_reexpansion); scicode-79-79.4 (Nose_Hoover_chain_thermostat)" |
| }, |
| { |
| "expert_id": 251, |
| "activation_count": 515632, |
| "router_weight_mass": 69754.0535846335, |
| "contribution_l2_sum": 152025.1054335248, |
| "importance_score": 5048734.134001999, |
| "active_questions": 291, |
| "activation_count_share": 0.0067310594, |
| "router_weight_mass_share": 0.0072845545, |
| "contribution_l2_sum_share": 0.0088987531, |
| "importance_score_share": 0.0110969138, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-12-12.2 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 226, |
| "activation_count": 547163, |
| "router_weight_mass": 67328.6052890632, |
| "contribution_l2_sum": 145062.9608426307, |
| "importance_score": 4963257.895340636, |
| "active_questions": 291, |
| "activation_count_share": 0.0071426651, |
| "router_weight_mass_share": 0.0070312601, |
| "contribution_l2_sum_share": 0.0084912256, |
| "importance_score_share": 0.0109090405, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-55-55.1 (Swift_Hohenberg); scicode-55-55.2 (Swift_Hohenberg)" |
| }, |
| { |
| "expert_id": 117, |
| "activation_count": 596647, |
| "router_weight_mass": 73929.3234560274, |
| "contribution_l2_sum": 124021.4454136665, |
| "importance_score": 4887687.149818449, |
| "active_questions": 291, |
| "activation_count_share": 0.0077886291, |
| "router_weight_mass_share": 0.0077205862, |
| "contribution_l2_sum_share": 0.0072595656, |
| "importance_score_share": 0.010742939, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-55-55.1 (Swift_Hohenberg); scicode-55-55.3 (Swift_Hohenberg); scicode-55-55.2 (Swift_Hohenberg)" |
| } |
| ], |
| "top_50_experts_by_importance": [ |
| { |
| "expert_id": 209, |
| "activation_count": 519228, |
| "router_weight_mass": 63351.0799138286, |
| "contribution_l2_sum": 145132.9567642586, |
| "importance_score": 10441837.128123173, |
| "active_questions": 291, |
| "activation_count_share": 0.0067780016, |
| "router_weight_mass_share": 0.0066158792, |
| "contribution_l2_sum_share": 0.0084953228, |
| "importance_score_share": 0.0229507365, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-77-77.12 (Berendsen_thermostat)" |
| }, |
| { |
| "expert_id": 31, |
| "activation_count": 470490, |
| "router_weight_mass": 62369.0584953109, |
| "contribution_l2_sum": 190777.4189323948, |
| "importance_score": 9548861.12738091, |
| "active_questions": 291, |
| "activation_count_share": 0.0061417758, |
| "router_weight_mass_share": 0.0065133248, |
| "contribution_l2_sum_share": 0.0111671105, |
| "importance_score_share": 0.0209880113, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-55-55.1 (Swift_Hohenberg); scicode-77-77.12 (Berendsen_thermostat)" |
| }, |
| { |
| "expert_id": 221, |
| "activation_count": 472993, |
| "router_weight_mass": 71316.1697138973, |
| "contribution_l2_sum": 98554.3541294776, |
| "importance_score": 9497220.934157675, |
| "active_questions": 291, |
| "activation_count_share": 0.00617445, |
| "router_weight_mass_share": 0.0074476894, |
| "contribution_l2_sum_share": 0.0057688555, |
| "importance_score_share": 0.0208745082, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-54-54.2 (SUPG); scicode-54-54.1 (SUPG); scicode-54-54.3 (SUPG)" |
| }, |
| { |
| "expert_id": 230, |
| "activation_count": 309188, |
| "router_weight_mass": 41344.5830880676, |
| "contribution_l2_sum": 139924.0661167463, |
| "importance_score": 8607625.829336345, |
| "active_questions": 291, |
| "activation_count_share": 0.0040361397, |
| "router_weight_mass_share": 0.004317697, |
| "contribution_l2_sum_share": 0.0081904216, |
| "importance_score_share": 0.0189192141, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-79-79.4 (Nose_Hoover_chain_thermostat); scicode-32-32.1 (Multiparticle_dynamics_in_the_optical_tweezer_array)" |
| }, |
| { |
| "expert_id": 130, |
| "activation_count": 697441, |
| "router_weight_mass": 98118.7516776985, |
| "contribution_l2_sum": 146656.7086333559, |
| "importance_score": 8484839.294975545, |
| "active_questions": 291, |
| "activation_count_share": 0.0091043939, |
| "router_weight_mass_share": 0.0102467363, |
| "contribution_l2_sum_share": 0.0085845153, |
| "importance_score_share": 0.0186493343, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-77-77.12 (Berendsen_thermostat); scicode-77-77.4 (Berendsen_thermostat); scicode-33-33.1 (phase_diagram_chern_haldane_model_v1)" |
| }, |
| { |
| "expert_id": 64, |
| "activation_count": 608325, |
| "router_weight_mass": 78352.318518372, |
| "contribution_l2_sum": 171019.05971842, |
| "importance_score": 7205275.927526823, |
| "active_questions": 291, |
| "activation_count_share": 0.0079410737, |
| "router_weight_mass_share": 0.0081824884, |
| "contribution_l2_sum_share": 0.0100105596, |
| "importance_score_share": 0.0158369056, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-77-77.12 (Berendsen_thermostat); scicode-13-13.5 (Maxwell_Equation_Solver)" |
| }, |
| { |
| "expert_id": 52, |
| "activation_count": 292328, |
| "router_weight_mass": 40501.9814269593, |
| "contribution_l2_sum": 134446.9142303626, |
| "importance_score": 6990213.148054128, |
| "active_questions": 291, |
| "activation_count_share": 0.0038160493, |
| "router_weight_mass_share": 0.0042297024, |
| "contribution_l2_sum_share": 0.0078698179, |
| "importance_score_share": 0.0153642063, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-20-20.2 (phonon_angular_momentum); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 118, |
| "activation_count": 544294, |
| "router_weight_mass": 71761.3065073848, |
| "contribution_l2_sum": 157022.0415807872, |
| "importance_score": 6919788.277704322, |
| "active_questions": 291, |
| "activation_count_share": 0.0071052131, |
| "router_weight_mass_share": 0.0074941759, |
| "contribution_l2_sum_share": 0.0091912475, |
| "importance_score_share": 0.0152094153, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-55-55.1 (Swift_Hohenberg); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 90, |
| "activation_count": 575565, |
| "router_weight_mass": 79265.426580516, |
| "contribution_l2_sum": 122488.6268889985, |
| "importance_score": 6458331.55472113, |
| "active_questions": 291, |
| "activation_count_share": 0.0075134247, |
| "router_weight_mass_share": 0.0082778461, |
| "contribution_l2_sum_share": 0.0071698424, |
| "importance_score_share": 0.014195152, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-20-20.2 (phonon_angular_momentum); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-33-33.1 (phase_diagram_chern_haldane_model_v1)" |
| }, |
| { |
| "expert_id": 169, |
| "activation_count": 293399, |
| "router_weight_mass": 37400.1238611948, |
| "contribution_l2_sum": 107651.9837703369, |
| "importance_score": 6424657.15467391, |
| "active_questions": 291, |
| "activation_count_share": 0.0038300301, |
| "router_weight_mass_share": 0.0039057693, |
| "contribution_l2_sum_share": 0.006301383, |
| "importance_score_share": 0.0141211371, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 201, |
| "activation_count": 480424, |
| "router_weight_mass": 69605.9157177545, |
| "contribution_l2_sum": 136981.3909975663, |
| "importance_score": 5949876.736586603, |
| "active_questions": 291, |
| "activation_count_share": 0.0062714542, |
| "router_weight_mass_share": 0.0072690842, |
| "contribution_l2_sum_share": 0.0080181729, |
| "importance_score_share": 0.0130775889, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-20-20.2 (phonon_angular_momentum); scicode-18-18.2 (NURBS); scicode-15-15.1 (Crank_Nicolson_for_time_dependent_Schrodinger)" |
| }, |
| { |
| "expert_id": 121, |
| "activation_count": 541786, |
| "router_weight_mass": 69547.2310927672, |
| "contribution_l2_sum": 123108.1071098974, |
| "importance_score": 5891240.116640933, |
| "active_questions": 291, |
| "activation_count_share": 0.0070724737, |
| "router_weight_mass_share": 0.0072629556, |
| "contribution_l2_sum_share": 0.0072061035, |
| "importance_score_share": 0.012948708, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-12-12.2 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 140, |
| "activation_count": 372033, |
| "router_weight_mass": 52089.3533750641, |
| "contribution_l2_sum": 101728.5202032875, |
| "importance_score": 5841048.720894131, |
| "active_questions": 291, |
| "activation_count_share": 0.0048565183, |
| "router_weight_mass_share": 0.0054397947, |
| "contribution_l2_sum_share": 0.0059546545, |
| "importance_score_share": 0.0128383893, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 73, |
| "activation_count": 406447, |
| "router_weight_mass": 52998.5604995951, |
| "contribution_l2_sum": 111720.9516597077, |
| "importance_score": 5786315.59550306, |
| "active_questions": 291, |
| "activation_count_share": 0.0053057586, |
| "router_weight_mass_share": 0.005534745, |
| "contribution_l2_sum_share": 0.0065395591, |
| "importance_score_share": 0.0127180881, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-17-17.1 (linear_tetrahedron_method); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 134, |
| "activation_count": 584087, |
| "router_weight_mass": 72328.612305916, |
| "contribution_l2_sum": 142663.0108697816, |
| "importance_score": 5345822.403943384, |
| "active_questions": 291, |
| "activation_count_share": 0.0076246709, |
| "router_weight_mass_share": 0.0075534208, |
| "contribution_l2_sum_share": 0.0083507451, |
| "importance_score_share": 0.0117499018, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 146, |
| "activation_count": 265222, |
| "router_weight_mass": 34234.6793745595, |
| "contribution_l2_sum": 114928.8728002741, |
| "importance_score": 5331744.175872954, |
| "active_questions": 291, |
| "activation_count_share": 0.0034622076, |
| "router_weight_mass_share": 0.0035751956, |
| "contribution_l2_sum_share": 0.006727334, |
| "importance_score_share": 0.0117189585, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-77-77.12 (Berendsen_thermostat); scicode-60-60.5 (Widom_particle_insertion); scicode-77-77.4 (Berendsen_thermostat)" |
| }, |
| { |
| "expert_id": 96, |
| "activation_count": 288969, |
| "router_weight_mass": 37888.5312819379, |
| "contribution_l2_sum": 110758.8798874276, |
| "importance_score": 5291346.048055704, |
| "active_questions": 291, |
| "activation_count_share": 0.0037722009, |
| "router_weight_mass_share": 0.0039567747, |
| "contribution_l2_sum_share": 0.0064832445, |
| "importance_score_share": 0.011630165, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-22-22.1 (Beam_translation_reexpansion); scicode-79-79.4 (Nose_Hoover_chain_thermostat)" |
| }, |
| { |
| "expert_id": 251, |
| "activation_count": 515632, |
| "router_weight_mass": 69754.0535846335, |
| "contribution_l2_sum": 152025.1054335248, |
| "importance_score": 5048734.134001999, |
| "active_questions": 291, |
| "activation_count_share": 0.0067310594, |
| "router_weight_mass_share": 0.0072845545, |
| "contribution_l2_sum_share": 0.0088987531, |
| "importance_score_share": 0.0110969138, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-12-12.2 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 226, |
| "activation_count": 547163, |
| "router_weight_mass": 67328.6052890632, |
| "contribution_l2_sum": 145062.9608426307, |
| "importance_score": 4963257.895340636, |
| "active_questions": 291, |
| "activation_count_share": 0.0071426651, |
| "router_weight_mass_share": 0.0070312601, |
| "contribution_l2_sum_share": 0.0084912256, |
| "importance_score_share": 0.0109090405, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-55-55.1 (Swift_Hohenberg); scicode-55-55.2 (Swift_Hohenberg)" |
| }, |
| { |
| "expert_id": 117, |
| "activation_count": 596647, |
| "router_weight_mass": 73929.3234560274, |
| "contribution_l2_sum": 124021.4454136665, |
| "importance_score": 4887687.149818449, |
| "active_questions": 291, |
| "activation_count_share": 0.0077886291, |
| "router_weight_mass_share": 0.0077205862, |
| "contribution_l2_sum_share": 0.0072595656, |
| "importance_score_share": 0.010742939, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-55-55.1 (Swift_Hohenberg); scicode-55-55.3 (Swift_Hohenberg); scicode-55-55.2 (Swift_Hohenberg)" |
| }, |
| { |
| "expert_id": 102, |
| "activation_count": 360305, |
| "router_weight_mass": 49819.5706964973, |
| "contribution_l2_sum": 102021.1026877526, |
| "importance_score": 4770103.839744289, |
| "active_questions": 291, |
| "activation_count_share": 0.004703421, |
| "router_weight_mass_share": 0.0052027568, |
| "contribution_l2_sum_share": 0.0059717808, |
| "importance_score_share": 0.0104844957, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-59-59.4 (VQE); scicode-65-65.4 (GHZ_protocol_fidelity); scicode-65-65.2 (GHZ_protocol_fidelity)" |
| }, |
| { |
| "expert_id": 103, |
| "activation_count": 318659, |
| "router_weight_mass": 42866.5202501609, |
| "contribution_l2_sum": 163500.6818761541, |
| "importance_score": 4697500.454082173, |
| "active_questions": 291, |
| "activation_count_share": 0.0041597742, |
| "router_weight_mass_share": 0.0044766359, |
| "contribution_l2_sum_share": 0.0095704732, |
| "importance_score_share": 0.0103249164, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 162, |
| "activation_count": 413880, |
| "router_weight_mass": 52786.2561571496, |
| "contribution_l2_sum": 85641.3956311394, |
| "importance_score": 4606669.732934023, |
| "active_questions": 291, |
| "activation_count_share": 0.005402789, |
| "router_weight_mass_share": 0.0055125737, |
| "contribution_l2_sum_share": 0.0050129986, |
| "importance_score_share": 0.0101252741, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-54-54.2 (SUPG); scicode-54-54.3 (SUPG); scicode-13-13.5 (Maxwell_Equation_Solver)" |
| }, |
| { |
| "expert_id": 78, |
| "activation_count": 368636, |
| "router_weight_mass": 48849.0427938183, |
| "contribution_l2_sum": 108223.6842857404, |
| "importance_score": 4556985.879741565, |
| "active_questions": 291, |
| "activation_count_share": 0.0048121738, |
| "router_weight_mass_share": 0.0051014027, |
| "contribution_l2_sum_share": 0.0063348474, |
| "importance_score_share": 0.010016071, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-12-12.2 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 227, |
| "activation_count": 284427, |
| "router_weight_mass": 39246.7716134622, |
| "contribution_l2_sum": 62675.6491703099, |
| "importance_score": 4425430.635339016, |
| "active_questions": 291, |
| "activation_count_share": 0.0037129097, |
| "router_weight_mass_share": 0.0040986184, |
| "contribution_l2_sum_share": 0.0036687041, |
| "importance_score_share": 0.0097269179, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-43-43.1 (two_end_fiber_laser_generator); scicode-37-37.1 (ray_optics_spherical_aberration)" |
| }, |
| { |
| "expert_id": 1, |
| "activation_count": 546892, |
| "router_weight_mass": 74708.7339208389, |
| "contribution_l2_sum": 123786.8619874746, |
| "importance_score": 4271109.115685302, |
| "active_questions": 291, |
| "activation_count_share": 0.0071391274, |
| "router_weight_mass_share": 0.0078019816, |
| "contribution_l2_sum_share": 0.0072458343, |
| "importance_score_share": 0.0093877254, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-43-43.1 (two_end_fiber_laser_generator); scicode-28-28.2 (Gaussian_Beam_Intensity)" |
| }, |
| { |
| "expert_id": 89, |
| "activation_count": 299631, |
| "router_weight_mass": 40374.0906070456, |
| "contribution_l2_sum": 119557.5755913842, |
| "importance_score": 4150445.6002442176, |
| "active_questions": 291, |
| "activation_count_share": 0.0039113827, |
| "router_weight_mass_share": 0.0042163466, |
| "contribution_l2_sum_share": 0.006998274, |
| "importance_score_share": 0.0091225119, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-22-22.1 (Beam_translation_reexpansion); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 199, |
| "activation_count": 228845, |
| "router_weight_mass": 27677.6854059156, |
| "contribution_l2_sum": 109838.7865348066, |
| "importance_score": 4144920.5891555464, |
| "active_questions": 291, |
| "activation_count_share": 0.0029873423, |
| "router_weight_mass_share": 0.0028904357, |
| "contribution_l2_sum_share": 0.006429387, |
| "importance_score_share": 0.0091103681, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-79-79.4 (Nose_Hoover_chain_thermostat); scicode-32-32.1 (Multiparticle_dynamics_in_the_optical_tweezer_array)" |
| }, |
| { |
| "expert_id": 53, |
| "activation_count": 502642, |
| "router_weight_mass": 63352.3037266707, |
| "contribution_l2_sum": 100460.1118777136, |
| "importance_score": 4107689.3952626246, |
| "active_questions": 291, |
| "activation_count_share": 0.006561488, |
| "router_weight_mass_share": 0.006616007, |
| "contribution_l2_sum_share": 0.0058804086, |
| "importance_score_share": 0.0090285355, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-32-32.1 (Multiparticle_dynamics_in_the_optical_tweezer_array)" |
| }, |
| { |
| "expert_id": 166, |
| "activation_count": 477474, |
| "router_weight_mass": 62963.3421679697, |
| "contribution_l2_sum": 92577.0191760261, |
| "importance_score": 4091181.482488449, |
| "active_questions": 291, |
| "activation_count_share": 0.006232945, |
| "router_weight_mass_share": 0.006575387, |
| "contribution_l2_sum_share": 0.0054189736, |
| "importance_score_share": 0.0089922517, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-9-9.1 (Weighted_Jacobi); scicode-5-5.1 (Lanczos)" |
| }, |
| { |
| "expert_id": 57, |
| "activation_count": 267375, |
| "router_weight_mass": 33176.9959067046, |
| "contribution_l2_sum": 120087.6750204133, |
| "importance_score": 3947273.3078765487, |
| "active_questions": 291, |
| "activation_count_share": 0.0034903129, |
| "router_weight_mass_share": 0.0034647396, |
| "contribution_l2_sum_share": 0.0070293033, |
| "importance_score_share": 0.0086759474, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-79-79.4 (Nose_Hoover_chain_thermostat); scicode-32-32.1 (Multiparticle_dynamics_in_the_optical_tweezer_array)" |
| }, |
| { |
| "expert_id": 12, |
| "activation_count": 419716, |
| "router_weight_mass": 56275.6105640832, |
| "contribution_l2_sum": 102670.6251608258, |
| "importance_score": 3731764.927780663, |
| "active_questions": 291, |
| "activation_count_share": 0.0054789721, |
| "router_weight_mass_share": 0.0058769739, |
| "contribution_l2_sum_share": 0.0060098004, |
| "importance_score_share": 0.0082022687, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-33-33.1 (phase_diagram_chern_haldane_model_v1); scicode-13-13.9 (Maxwell_Equation_Solver)" |
| }, |
| { |
| "expert_id": 75, |
| "activation_count": 465357, |
| "router_weight_mass": 58227.3394968857, |
| "contribution_l2_sum": 106585.1627540266, |
| "importance_score": 3555081.3040077225, |
| "active_questions": 291, |
| "activation_count_share": 0.0060747696, |
| "router_weight_mass_share": 0.0060807968, |
| "contribution_l2_sum_share": 0.0062389369, |
| "importance_score_share": 0.0078139252, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 76, |
| "activation_count": 327518, |
| "router_weight_mass": 43463.3072893724, |
| "contribution_l2_sum": 83871.8402210444, |
| "importance_score": 3553863.223608454, |
| "active_questions": 291, |
| "activation_count_share": 0.0042754195, |
| "router_weight_mass_share": 0.0045389596, |
| "contribution_l2_sum_share": 0.004909418, |
| "importance_score_share": 0.0078112479, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-33-33.1 (phase_diagram_chern_haldane_model_v1); scicode-36-36.2 (Quasi_Fermi_levels_of_photo_resistor_out_of_equilibrium)" |
| }, |
| { |
| "expert_id": 72, |
| "activation_count": 487065, |
| "router_weight_mass": 63807.1967411103, |
| "contribution_l2_sum": 134743.7986088727, |
| "importance_score": 3501261.113041432, |
| "active_questions": 291, |
| "activation_count_share": 0.0063581459, |
| "router_weight_mass_share": 0.0066635124, |
| "contribution_l2_sum_share": 0.0078871959, |
| "importance_score_share": 0.0076956306, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-22-22.1 (Beam_translation_reexpansion)" |
| }, |
| { |
| "expert_id": 150, |
| "activation_count": 246344, |
| "router_weight_mass": 35374.0993139883, |
| "contribution_l2_sum": 74703.5213396467, |
| "importance_score": 3299520.4563347804, |
| "active_questions": 291, |
| "activation_count_share": 0.0032157742, |
| "router_weight_mass_share": 0.0036941875, |
| "contribution_l2_sum_share": 0.0043727527, |
| "importance_score_share": 0.0072522128, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 160, |
| "activation_count": 431146, |
| "router_weight_mass": 62403.9305758262, |
| "contribution_l2_sum": 95541.0551864384, |
| "importance_score": 3264221.203937314, |
| "active_questions": 291, |
| "activation_count_share": 0.0056281793, |
| "router_weight_mass_share": 0.0065169665, |
| "contribution_l2_sum_share": 0.0055924727, |
| "importance_score_share": 0.0071746264, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-77-77.12 (Berendsen_thermostat)" |
| }, |
| { |
| "expert_id": 126, |
| "activation_count": 338628, |
| "router_weight_mass": 43970.7615694419, |
| "contribution_l2_sum": 87016.4003071622, |
| "importance_score": 3254486.6793237026, |
| "active_questions": 291, |
| "activation_count_share": 0.0044204495, |
| "router_weight_mass_share": 0.0045919541, |
| "contribution_l2_sum_share": 0.0050934841, |
| "importance_score_share": 0.0071532303, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-73-73.3 (Xray_conversion_II); scicode-73-73.8 (Xray_conversion_II); scicode-73-73.5 (Xray_conversion_II)" |
| }, |
| { |
| "expert_id": 124, |
| "activation_count": 466685, |
| "router_weight_mass": 57471.7528111742, |
| "contribution_l2_sum": 79089.0090115471, |
| "importance_score": 3233445.4607876996, |
| "active_questions": 291, |
| "activation_count_share": 0.0060921054, |
| "router_weight_mass_share": 0.0060018894, |
| "contribution_l2_sum_share": 0.0046294562, |
| "importance_score_share": 0.0071069826, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-55-55.1 (Swift_Hohenberg); scicode-55-55.3 (Swift_Hohenberg)" |
| }, |
| { |
| "expert_id": 33, |
| "activation_count": 215746, |
| "router_weight_mass": 32423.964758083, |
| "contribution_l2_sum": 88545.3386836259, |
| "importance_score": 3230823.5910836463, |
| "active_questions": 291, |
| "activation_count_share": 0.002816348, |
| "router_weight_mass_share": 0.0033860991, |
| "contribution_l2_sum_share": 0.0051829802, |
| "importance_score_share": 0.0071012198, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 176, |
| "activation_count": 409482, |
| "router_weight_mass": 50485.1211506636, |
| "contribution_l2_sum": 84318.8719099161, |
| "importance_score": 3222376.0371557306, |
| "active_questions": 291, |
| "activation_count_share": 0.0053453775, |
| "router_weight_mass_share": 0.0052722616, |
| "contribution_l2_sum_share": 0.0049355849, |
| "importance_score_share": 0.0070826524, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-17-17.1 (linear_tetrahedron_method); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 58, |
| "activation_count": 434967, |
| "router_weight_mass": 56109.5686663521, |
| "contribution_l2_sum": 86601.23013407, |
| "importance_score": 3207711.351930441, |
| "active_questions": 291, |
| "activation_count_share": 0.0056780586, |
| "router_weight_mass_share": 0.0058596338, |
| "contribution_l2_sum_share": 0.0050691822, |
| "importance_score_share": 0.0070504201, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-55-55.1 (Swift_Hohenberg); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-55-55.4 (Swift_Hohenberg)" |
| }, |
| { |
| "expert_id": 15, |
| "activation_count": 468579, |
| "router_weight_mass": 61651.9438961023, |
| "contribution_l2_sum": 115110.7132255354, |
| "importance_score": 3198984.3924739, |
| "active_questions": 291, |
| "activation_count_share": 0.0061168296, |
| "router_weight_mass_share": 0.0064384351, |
| "contribution_l2_sum_share": 0.006737978, |
| "importance_score_share": 0.0070312386, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-63-63.1 (Estimating_Stock_Option_Price)" |
| }, |
| { |
| "expert_id": 175, |
| "activation_count": 351948, |
| "router_weight_mass": 45341.4831386853, |
| "contribution_l2_sum": 96708.3738581783, |
| "importance_score": 3154500.090278308, |
| "active_questions": 291, |
| "activation_count_share": 0.0045943287, |
| "router_weight_mass_share": 0.0047351012, |
| "contribution_l2_sum_share": 0.0056608015, |
| "importance_score_share": 0.0069334639, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-43-43.1 (two_end_fiber_laser_generator); scicode-43-43.3 (two_end_fiber_laser_generator)" |
| }, |
| { |
| "expert_id": 50, |
| "activation_count": 489946, |
| "router_weight_mass": 57277.5081095731, |
| "contribution_l2_sum": 127945.964899146, |
| "importance_score": 3088315.043738807, |
| "active_questions": 291, |
| "activation_count_share": 0.0063957544, |
| "router_weight_mass_share": 0.0059816041, |
| "contribution_l2_sum_share": 0.0074892864, |
| "importance_score_share": 0.0067879918, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-13-13.5 (Maxwell_Equation_Solver)" |
| }, |
| { |
| "expert_id": 198, |
| "activation_count": 456616, |
| "router_weight_mass": 57402.4626323437, |
| "contribution_l2_sum": 97825.7751947224, |
| "importance_score": 3079016.100654623, |
| "active_questions": 291, |
| "activation_count_share": 0.0059606646, |
| "router_weight_mass_share": 0.0059946533, |
| "contribution_l2_sum_share": 0.0057262083, |
| "importance_score_share": 0.0067675531, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-12-12.2 (Schrodinger_DFT_with_SCF); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-17-17.1 (linear_tetrahedron_method)" |
| }, |
| { |
| "expert_id": 16, |
| "activation_count": 184399, |
| "router_weight_mass": 30939.6258528257, |
| "contribution_l2_sum": 64957.9420758694, |
| "importance_score": 2926216.8265689765, |
| "active_questions": 291, |
| "activation_count_share": 0.0024071443, |
| "router_weight_mass_share": 0.0032310866, |
| "contribution_l2_sum_share": 0.0038022976, |
| "importance_score_share": 0.0064317065, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 210, |
| "activation_count": 413436, |
| "router_weight_mass": 56867.899739611, |
| "contribution_l2_sum": 82250.3013055866, |
| "importance_score": 2901320.7353502843, |
| "active_questions": 291, |
| "activation_count_share": 0.005396993, |
| "router_weight_mass_share": 0.0059388278, |
| "contribution_l2_sum_share": 0.0048145017, |
| "importance_score_share": 0.0063769859, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-32-32.1 (Multiparticle_dynamics_in_the_optical_tweezer_array)" |
| }, |
| { |
| "expert_id": 91, |
| "activation_count": 268537, |
| "router_weight_mass": 33442.2242750633, |
| "contribution_l2_sum": 87338.3435735527, |
| "importance_score": 2892704.846832198, |
| "active_questions": 291, |
| "activation_count_share": 0.0035054816, |
| "router_weight_mass_share": 0.003492438, |
| "contribution_l2_sum_share": 0.005112329, |
| "importance_score_share": 0.0063580485, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-79-79.4 (Nose_Hoover_chain_thermostat); scicode-22-22.1 (Beam_translation_reexpansion)" |
| }, |
| { |
| "expert_id": 187, |
| "activation_count": 353306, |
| "router_weight_mass": 43791.2192032489, |
| "contribution_l2_sum": 77331.5486570565, |
| "importance_score": 2880344.2889627228, |
| "active_questions": 291, |
| "activation_count_share": 0.004612056, |
| "router_weight_mass_share": 0.0045732041, |
| "contribution_l2_sum_share": 0.0045265837, |
| "importance_score_share": 0.0063308805, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-73-73.3 (Xray_conversion_II); scicode-73-73.8 (Xray_conversion_II); scicode-2-2.1 (Gaussian_Beam_Focus)" |
| } |
| ], |
| "top_80_experts_by_importance": [ |
| { |
| "expert_id": 209, |
| "activation_count": 519228, |
| "router_weight_mass": 63351.0799138286, |
| "contribution_l2_sum": 145132.9567642586, |
| "importance_score": 10441837.128123173, |
| "active_questions": 291, |
| "activation_count_share": 0.0067780016, |
| "router_weight_mass_share": 0.0066158792, |
| "contribution_l2_sum_share": 0.0084953228, |
| "importance_score_share": 0.0229507365, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-77-77.12 (Berendsen_thermostat)" |
| }, |
| { |
| "expert_id": 31, |
| "activation_count": 470490, |
| "router_weight_mass": 62369.0584953109, |
| "contribution_l2_sum": 190777.4189323948, |
| "importance_score": 9548861.12738091, |
| "active_questions": 291, |
| "activation_count_share": 0.0061417758, |
| "router_weight_mass_share": 0.0065133248, |
| "contribution_l2_sum_share": 0.0111671105, |
| "importance_score_share": 0.0209880113, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-55-55.1 (Swift_Hohenberg); scicode-77-77.12 (Berendsen_thermostat)" |
| }, |
| { |
| "expert_id": 221, |
| "activation_count": 472993, |
| "router_weight_mass": 71316.1697138973, |
| "contribution_l2_sum": 98554.3541294776, |
| "importance_score": 9497220.934157675, |
| "active_questions": 291, |
| "activation_count_share": 0.00617445, |
| "router_weight_mass_share": 0.0074476894, |
| "contribution_l2_sum_share": 0.0057688555, |
| "importance_score_share": 0.0208745082, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-54-54.2 (SUPG); scicode-54-54.1 (SUPG); scicode-54-54.3 (SUPG)" |
| }, |
| { |
| "expert_id": 230, |
| "activation_count": 309188, |
| "router_weight_mass": 41344.5830880676, |
| "contribution_l2_sum": 139924.0661167463, |
| "importance_score": 8607625.829336345, |
| "active_questions": 291, |
| "activation_count_share": 0.0040361397, |
| "router_weight_mass_share": 0.004317697, |
| "contribution_l2_sum_share": 0.0081904216, |
| "importance_score_share": 0.0189192141, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-79-79.4 (Nose_Hoover_chain_thermostat); scicode-32-32.1 (Multiparticle_dynamics_in_the_optical_tweezer_array)" |
| }, |
| { |
| "expert_id": 130, |
| "activation_count": 697441, |
| "router_weight_mass": 98118.7516776985, |
| "contribution_l2_sum": 146656.7086333559, |
| "importance_score": 8484839.294975545, |
| "active_questions": 291, |
| "activation_count_share": 0.0091043939, |
| "router_weight_mass_share": 0.0102467363, |
| "contribution_l2_sum_share": 0.0085845153, |
| "importance_score_share": 0.0186493343, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-77-77.12 (Berendsen_thermostat); scicode-77-77.4 (Berendsen_thermostat); scicode-33-33.1 (phase_diagram_chern_haldane_model_v1)" |
| }, |
| { |
| "expert_id": 64, |
| "activation_count": 608325, |
| "router_weight_mass": 78352.318518372, |
| "contribution_l2_sum": 171019.05971842, |
| "importance_score": 7205275.927526823, |
| "active_questions": 291, |
| "activation_count_share": 0.0079410737, |
| "router_weight_mass_share": 0.0081824884, |
| "contribution_l2_sum_share": 0.0100105596, |
| "importance_score_share": 0.0158369056, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-77-77.12 (Berendsen_thermostat); scicode-13-13.5 (Maxwell_Equation_Solver)" |
| }, |
| { |
| "expert_id": 52, |
| "activation_count": 292328, |
| "router_weight_mass": 40501.9814269593, |
| "contribution_l2_sum": 134446.9142303626, |
| "importance_score": 6990213.148054128, |
| "active_questions": 291, |
| "activation_count_share": 0.0038160493, |
| "router_weight_mass_share": 0.0042297024, |
| "contribution_l2_sum_share": 0.0078698179, |
| "importance_score_share": 0.0153642063, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-20-20.2 (phonon_angular_momentum); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 118, |
| "activation_count": 544294, |
| "router_weight_mass": 71761.3065073848, |
| "contribution_l2_sum": 157022.0415807872, |
| "importance_score": 6919788.277704322, |
| "active_questions": 291, |
| "activation_count_share": 0.0071052131, |
| "router_weight_mass_share": 0.0074941759, |
| "contribution_l2_sum_share": 0.0091912475, |
| "importance_score_share": 0.0152094153, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-55-55.1 (Swift_Hohenberg); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 90, |
| "activation_count": 575565, |
| "router_weight_mass": 79265.426580516, |
| "contribution_l2_sum": 122488.6268889985, |
| "importance_score": 6458331.55472113, |
| "active_questions": 291, |
| "activation_count_share": 0.0075134247, |
| "router_weight_mass_share": 0.0082778461, |
| "contribution_l2_sum_share": 0.0071698424, |
| "importance_score_share": 0.014195152, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-20-20.2 (phonon_angular_momentum); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-33-33.1 (phase_diagram_chern_haldane_model_v1)" |
| }, |
| { |
| "expert_id": 169, |
| "activation_count": 293399, |
| "router_weight_mass": 37400.1238611948, |
| "contribution_l2_sum": 107651.9837703369, |
| "importance_score": 6424657.15467391, |
| "active_questions": 291, |
| "activation_count_share": 0.0038300301, |
| "router_weight_mass_share": 0.0039057693, |
| "contribution_l2_sum_share": 0.006301383, |
| "importance_score_share": 0.0141211371, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 201, |
| "activation_count": 480424, |
| "router_weight_mass": 69605.9157177545, |
| "contribution_l2_sum": 136981.3909975663, |
| "importance_score": 5949876.736586603, |
| "active_questions": 291, |
| "activation_count_share": 0.0062714542, |
| "router_weight_mass_share": 0.0072690842, |
| "contribution_l2_sum_share": 0.0080181729, |
| "importance_score_share": 0.0130775889, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-20-20.2 (phonon_angular_momentum); scicode-18-18.2 (NURBS); scicode-15-15.1 (Crank_Nicolson_for_time_dependent_Schrodinger)" |
| }, |
| { |
| "expert_id": 121, |
| "activation_count": 541786, |
| "router_weight_mass": 69547.2310927672, |
| "contribution_l2_sum": 123108.1071098974, |
| "importance_score": 5891240.116640933, |
| "active_questions": 291, |
| "activation_count_share": 0.0070724737, |
| "router_weight_mass_share": 0.0072629556, |
| "contribution_l2_sum_share": 0.0072061035, |
| "importance_score_share": 0.012948708, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-12-12.2 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 140, |
| "activation_count": 372033, |
| "router_weight_mass": 52089.3533750641, |
| "contribution_l2_sum": 101728.5202032875, |
| "importance_score": 5841048.720894131, |
| "active_questions": 291, |
| "activation_count_share": 0.0048565183, |
| "router_weight_mass_share": 0.0054397947, |
| "contribution_l2_sum_share": 0.0059546545, |
| "importance_score_share": 0.0128383893, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 73, |
| "activation_count": 406447, |
| "router_weight_mass": 52998.5604995951, |
| "contribution_l2_sum": 111720.9516597077, |
| "importance_score": 5786315.59550306, |
| "active_questions": 291, |
| "activation_count_share": 0.0053057586, |
| "router_weight_mass_share": 0.005534745, |
| "contribution_l2_sum_share": 0.0065395591, |
| "importance_score_share": 0.0127180881, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-17-17.1 (linear_tetrahedron_method); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 134, |
| "activation_count": 584087, |
| "router_weight_mass": 72328.612305916, |
| "contribution_l2_sum": 142663.0108697816, |
| "importance_score": 5345822.403943384, |
| "active_questions": 291, |
| "activation_count_share": 0.0076246709, |
| "router_weight_mass_share": 0.0075534208, |
| "contribution_l2_sum_share": 0.0083507451, |
| "importance_score_share": 0.0117499018, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 146, |
| "activation_count": 265222, |
| "router_weight_mass": 34234.6793745595, |
| "contribution_l2_sum": 114928.8728002741, |
| "importance_score": 5331744.175872954, |
| "active_questions": 291, |
| "activation_count_share": 0.0034622076, |
| "router_weight_mass_share": 0.0035751956, |
| "contribution_l2_sum_share": 0.006727334, |
| "importance_score_share": 0.0117189585, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-77-77.12 (Berendsen_thermostat); scicode-60-60.5 (Widom_particle_insertion); scicode-77-77.4 (Berendsen_thermostat)" |
| }, |
| { |
| "expert_id": 96, |
| "activation_count": 288969, |
| "router_weight_mass": 37888.5312819379, |
| "contribution_l2_sum": 110758.8798874276, |
| "importance_score": 5291346.048055704, |
| "active_questions": 291, |
| "activation_count_share": 0.0037722009, |
| "router_weight_mass_share": 0.0039567747, |
| "contribution_l2_sum_share": 0.0064832445, |
| "importance_score_share": 0.011630165, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-22-22.1 (Beam_translation_reexpansion); scicode-79-79.4 (Nose_Hoover_chain_thermostat)" |
| }, |
| { |
| "expert_id": 251, |
| "activation_count": 515632, |
| "router_weight_mass": 69754.0535846335, |
| "contribution_l2_sum": 152025.1054335248, |
| "importance_score": 5048734.134001999, |
| "active_questions": 291, |
| "activation_count_share": 0.0067310594, |
| "router_weight_mass_share": 0.0072845545, |
| "contribution_l2_sum_share": 0.0088987531, |
| "importance_score_share": 0.0110969138, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-12-12.2 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 226, |
| "activation_count": 547163, |
| "router_weight_mass": 67328.6052890632, |
| "contribution_l2_sum": 145062.9608426307, |
| "importance_score": 4963257.895340636, |
| "active_questions": 291, |
| "activation_count_share": 0.0071426651, |
| "router_weight_mass_share": 0.0070312601, |
| "contribution_l2_sum_share": 0.0084912256, |
| "importance_score_share": 0.0109090405, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-55-55.1 (Swift_Hohenberg); scicode-55-55.2 (Swift_Hohenberg)" |
| }, |
| { |
| "expert_id": 117, |
| "activation_count": 596647, |
| "router_weight_mass": 73929.3234560274, |
| "contribution_l2_sum": 124021.4454136665, |
| "importance_score": 4887687.149818449, |
| "active_questions": 291, |
| "activation_count_share": 0.0077886291, |
| "router_weight_mass_share": 0.0077205862, |
| "contribution_l2_sum_share": 0.0072595656, |
| "importance_score_share": 0.010742939, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-55-55.1 (Swift_Hohenberg); scicode-55-55.3 (Swift_Hohenberg); scicode-55-55.2 (Swift_Hohenberg)" |
| }, |
| { |
| "expert_id": 102, |
| "activation_count": 360305, |
| "router_weight_mass": 49819.5706964973, |
| "contribution_l2_sum": 102021.1026877526, |
| "importance_score": 4770103.839744289, |
| "active_questions": 291, |
| "activation_count_share": 0.004703421, |
| "router_weight_mass_share": 0.0052027568, |
| "contribution_l2_sum_share": 0.0059717808, |
| "importance_score_share": 0.0104844957, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-59-59.4 (VQE); scicode-65-65.4 (GHZ_protocol_fidelity); scicode-65-65.2 (GHZ_protocol_fidelity)" |
| }, |
| { |
| "expert_id": 103, |
| "activation_count": 318659, |
| "router_weight_mass": 42866.5202501609, |
| "contribution_l2_sum": 163500.6818761541, |
| "importance_score": 4697500.454082173, |
| "active_questions": 291, |
| "activation_count_share": 0.0041597742, |
| "router_weight_mass_share": 0.0044766359, |
| "contribution_l2_sum_share": 0.0095704732, |
| "importance_score_share": 0.0103249164, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 162, |
| "activation_count": 413880, |
| "router_weight_mass": 52786.2561571496, |
| "contribution_l2_sum": 85641.3956311394, |
| "importance_score": 4606669.732934023, |
| "active_questions": 291, |
| "activation_count_share": 0.005402789, |
| "router_weight_mass_share": 0.0055125737, |
| "contribution_l2_sum_share": 0.0050129986, |
| "importance_score_share": 0.0101252741, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-54-54.2 (SUPG); scicode-54-54.3 (SUPG); scicode-13-13.5 (Maxwell_Equation_Solver)" |
| }, |
| { |
| "expert_id": 78, |
| "activation_count": 368636, |
| "router_weight_mass": 48849.0427938183, |
| "contribution_l2_sum": 108223.6842857404, |
| "importance_score": 4556985.879741565, |
| "active_questions": 291, |
| "activation_count_share": 0.0048121738, |
| "router_weight_mass_share": 0.0051014027, |
| "contribution_l2_sum_share": 0.0063348474, |
| "importance_score_share": 0.010016071, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-12-12.2 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 227, |
| "activation_count": 284427, |
| "router_weight_mass": 39246.7716134622, |
| "contribution_l2_sum": 62675.6491703099, |
| "importance_score": 4425430.635339016, |
| "active_questions": 291, |
| "activation_count_share": 0.0037129097, |
| "router_weight_mass_share": 0.0040986184, |
| "contribution_l2_sum_share": 0.0036687041, |
| "importance_score_share": 0.0097269179, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-43-43.1 (two_end_fiber_laser_generator); scicode-37-37.1 (ray_optics_spherical_aberration)" |
| }, |
| { |
| "expert_id": 1, |
| "activation_count": 546892, |
| "router_weight_mass": 74708.7339208389, |
| "contribution_l2_sum": 123786.8619874746, |
| "importance_score": 4271109.115685302, |
| "active_questions": 291, |
| "activation_count_share": 0.0071391274, |
| "router_weight_mass_share": 0.0078019816, |
| "contribution_l2_sum_share": 0.0072458343, |
| "importance_score_share": 0.0093877254, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-43-43.1 (two_end_fiber_laser_generator); scicode-28-28.2 (Gaussian_Beam_Intensity)" |
| }, |
| { |
| "expert_id": 89, |
| "activation_count": 299631, |
| "router_weight_mass": 40374.0906070456, |
| "contribution_l2_sum": 119557.5755913842, |
| "importance_score": 4150445.6002442176, |
| "active_questions": 291, |
| "activation_count_share": 0.0039113827, |
| "router_weight_mass_share": 0.0042163466, |
| "contribution_l2_sum_share": 0.006998274, |
| "importance_score_share": 0.0091225119, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-22-22.1 (Beam_translation_reexpansion); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 199, |
| "activation_count": 228845, |
| "router_weight_mass": 27677.6854059156, |
| "contribution_l2_sum": 109838.7865348066, |
| "importance_score": 4144920.5891555464, |
| "active_questions": 291, |
| "activation_count_share": 0.0029873423, |
| "router_weight_mass_share": 0.0028904357, |
| "contribution_l2_sum_share": 0.006429387, |
| "importance_score_share": 0.0091103681, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-79-79.4 (Nose_Hoover_chain_thermostat); scicode-32-32.1 (Multiparticle_dynamics_in_the_optical_tweezer_array)" |
| }, |
| { |
| "expert_id": 53, |
| "activation_count": 502642, |
| "router_weight_mass": 63352.3037266707, |
| "contribution_l2_sum": 100460.1118777136, |
| "importance_score": 4107689.3952626246, |
| "active_questions": 291, |
| "activation_count_share": 0.006561488, |
| "router_weight_mass_share": 0.006616007, |
| "contribution_l2_sum_share": 0.0058804086, |
| "importance_score_share": 0.0090285355, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-32-32.1 (Multiparticle_dynamics_in_the_optical_tweezer_array)" |
| }, |
| { |
| "expert_id": 166, |
| "activation_count": 477474, |
| "router_weight_mass": 62963.3421679697, |
| "contribution_l2_sum": 92577.0191760261, |
| "importance_score": 4091181.482488449, |
| "active_questions": 291, |
| "activation_count_share": 0.006232945, |
| "router_weight_mass_share": 0.006575387, |
| "contribution_l2_sum_share": 0.0054189736, |
| "importance_score_share": 0.0089922517, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-9-9.1 (Weighted_Jacobi); scicode-5-5.1 (Lanczos)" |
| }, |
| { |
| "expert_id": 57, |
| "activation_count": 267375, |
| "router_weight_mass": 33176.9959067046, |
| "contribution_l2_sum": 120087.6750204133, |
| "importance_score": 3947273.3078765487, |
| "active_questions": 291, |
| "activation_count_share": 0.0034903129, |
| "router_weight_mass_share": 0.0034647396, |
| "contribution_l2_sum_share": 0.0070293033, |
| "importance_score_share": 0.0086759474, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-79-79.4 (Nose_Hoover_chain_thermostat); scicode-32-32.1 (Multiparticle_dynamics_in_the_optical_tweezer_array)" |
| }, |
| { |
| "expert_id": 12, |
| "activation_count": 419716, |
| "router_weight_mass": 56275.6105640832, |
| "contribution_l2_sum": 102670.6251608258, |
| "importance_score": 3731764.927780663, |
| "active_questions": 291, |
| "activation_count_share": 0.0054789721, |
| "router_weight_mass_share": 0.0058769739, |
| "contribution_l2_sum_share": 0.0060098004, |
| "importance_score_share": 0.0082022687, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-33-33.1 (phase_diagram_chern_haldane_model_v1); scicode-13-13.9 (Maxwell_Equation_Solver)" |
| }, |
| { |
| "expert_id": 75, |
| "activation_count": 465357, |
| "router_weight_mass": 58227.3394968857, |
| "contribution_l2_sum": 106585.1627540266, |
| "importance_score": 3555081.3040077225, |
| "active_questions": 291, |
| "activation_count_share": 0.0060747696, |
| "router_weight_mass_share": 0.0060807968, |
| "contribution_l2_sum_share": 0.0062389369, |
| "importance_score_share": 0.0078139252, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 76, |
| "activation_count": 327518, |
| "router_weight_mass": 43463.3072893724, |
| "contribution_l2_sum": 83871.8402210444, |
| "importance_score": 3553863.223608454, |
| "active_questions": 291, |
| "activation_count_share": 0.0042754195, |
| "router_weight_mass_share": 0.0045389596, |
| "contribution_l2_sum_share": 0.004909418, |
| "importance_score_share": 0.0078112479, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-33-33.1 (phase_diagram_chern_haldane_model_v1); scicode-36-36.2 (Quasi_Fermi_levels_of_photo_resistor_out_of_equilibrium)" |
| }, |
| { |
| "expert_id": 72, |
| "activation_count": 487065, |
| "router_weight_mass": 63807.1967411103, |
| "contribution_l2_sum": 134743.7986088727, |
| "importance_score": 3501261.113041432, |
| "active_questions": 291, |
| "activation_count_share": 0.0063581459, |
| "router_weight_mass_share": 0.0066635124, |
| "contribution_l2_sum_share": 0.0078871959, |
| "importance_score_share": 0.0076956306, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-22-22.1 (Beam_translation_reexpansion)" |
| }, |
| { |
| "expert_id": 150, |
| "activation_count": 246344, |
| "router_weight_mass": 35374.0993139883, |
| "contribution_l2_sum": 74703.5213396467, |
| "importance_score": 3299520.4563347804, |
| "active_questions": 291, |
| "activation_count_share": 0.0032157742, |
| "router_weight_mass_share": 0.0036941875, |
| "contribution_l2_sum_share": 0.0043727527, |
| "importance_score_share": 0.0072522128, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 160, |
| "activation_count": 431146, |
| "router_weight_mass": 62403.9305758262, |
| "contribution_l2_sum": 95541.0551864384, |
| "importance_score": 3264221.203937314, |
| "active_questions": 291, |
| "activation_count_share": 0.0056281793, |
| "router_weight_mass_share": 0.0065169665, |
| "contribution_l2_sum_share": 0.0055924727, |
| "importance_score_share": 0.0071746264, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-77-77.12 (Berendsen_thermostat)" |
| }, |
| { |
| "expert_id": 126, |
| "activation_count": 338628, |
| "router_weight_mass": 43970.7615694419, |
| "contribution_l2_sum": 87016.4003071622, |
| "importance_score": 3254486.6793237026, |
| "active_questions": 291, |
| "activation_count_share": 0.0044204495, |
| "router_weight_mass_share": 0.0045919541, |
| "contribution_l2_sum_share": 0.0050934841, |
| "importance_score_share": 0.0071532303, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-73-73.3 (Xray_conversion_II); scicode-73-73.8 (Xray_conversion_II); scicode-73-73.5 (Xray_conversion_II)" |
| }, |
| { |
| "expert_id": 124, |
| "activation_count": 466685, |
| "router_weight_mass": 57471.7528111742, |
| "contribution_l2_sum": 79089.0090115471, |
| "importance_score": 3233445.4607876996, |
| "active_questions": 291, |
| "activation_count_share": 0.0060921054, |
| "router_weight_mass_share": 0.0060018894, |
| "contribution_l2_sum_share": 0.0046294562, |
| "importance_score_share": 0.0071069826, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-55-55.1 (Swift_Hohenberg); scicode-55-55.3 (Swift_Hohenberg)" |
| }, |
| { |
| "expert_id": 33, |
| "activation_count": 215746, |
| "router_weight_mass": 32423.964758083, |
| "contribution_l2_sum": 88545.3386836259, |
| "importance_score": 3230823.5910836463, |
| "active_questions": 291, |
| "activation_count_share": 0.002816348, |
| "router_weight_mass_share": 0.0033860991, |
| "contribution_l2_sum_share": 0.0051829802, |
| "importance_score_share": 0.0071012198, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 176, |
| "activation_count": 409482, |
| "router_weight_mass": 50485.1211506636, |
| "contribution_l2_sum": 84318.8719099161, |
| "importance_score": 3222376.0371557306, |
| "active_questions": 291, |
| "activation_count_share": 0.0053453775, |
| "router_weight_mass_share": 0.0052722616, |
| "contribution_l2_sum_share": 0.0049355849, |
| "importance_score_share": 0.0070826524, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-17-17.1 (linear_tetrahedron_method); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 58, |
| "activation_count": 434967, |
| "router_weight_mass": 56109.5686663521, |
| "contribution_l2_sum": 86601.23013407, |
| "importance_score": 3207711.351930441, |
| "active_questions": 291, |
| "activation_count_share": 0.0056780586, |
| "router_weight_mass_share": 0.0058596338, |
| "contribution_l2_sum_share": 0.0050691822, |
| "importance_score_share": 0.0070504201, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-55-55.1 (Swift_Hohenberg); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-55-55.4 (Swift_Hohenberg)" |
| }, |
| { |
| "expert_id": 15, |
| "activation_count": 468579, |
| "router_weight_mass": 61651.9438961023, |
| "contribution_l2_sum": 115110.7132255354, |
| "importance_score": 3198984.3924739, |
| "active_questions": 291, |
| "activation_count_share": 0.0061168296, |
| "router_weight_mass_share": 0.0064384351, |
| "contribution_l2_sum_share": 0.006737978, |
| "importance_score_share": 0.0070312386, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-63-63.1 (Estimating_Stock_Option_Price)" |
| }, |
| { |
| "expert_id": 175, |
| "activation_count": 351948, |
| "router_weight_mass": 45341.4831386853, |
| "contribution_l2_sum": 96708.3738581783, |
| "importance_score": 3154500.090278308, |
| "active_questions": 291, |
| "activation_count_share": 0.0045943287, |
| "router_weight_mass_share": 0.0047351012, |
| "contribution_l2_sum_share": 0.0056608015, |
| "importance_score_share": 0.0069334639, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-43-43.1 (two_end_fiber_laser_generator); scicode-43-43.3 (two_end_fiber_laser_generator)" |
| }, |
| { |
| "expert_id": 50, |
| "activation_count": 489946, |
| "router_weight_mass": 57277.5081095731, |
| "contribution_l2_sum": 127945.964899146, |
| "importance_score": 3088315.043738807, |
| "active_questions": 291, |
| "activation_count_share": 0.0063957544, |
| "router_weight_mass_share": 0.0059816041, |
| "contribution_l2_sum_share": 0.0074892864, |
| "importance_score_share": 0.0067879918, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-13-13.5 (Maxwell_Equation_Solver)" |
| }, |
| { |
| "expert_id": 198, |
| "activation_count": 456616, |
| "router_weight_mass": 57402.4626323437, |
| "contribution_l2_sum": 97825.7751947224, |
| "importance_score": 3079016.100654623, |
| "active_questions": 291, |
| "activation_count_share": 0.0059606646, |
| "router_weight_mass_share": 0.0059946533, |
| "contribution_l2_sum_share": 0.0057262083, |
| "importance_score_share": 0.0067675531, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-12-12.2 (Schrodinger_DFT_with_SCF); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-17-17.1 (linear_tetrahedron_method)" |
| }, |
| { |
| "expert_id": 16, |
| "activation_count": 184399, |
| "router_weight_mass": 30939.6258528257, |
| "contribution_l2_sum": 64957.9420758694, |
| "importance_score": 2926216.8265689765, |
| "active_questions": 291, |
| "activation_count_share": 0.0024071443, |
| "router_weight_mass_share": 0.0032310866, |
| "contribution_l2_sum_share": 0.0038022976, |
| "importance_score_share": 0.0064317065, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 210, |
| "activation_count": 413436, |
| "router_weight_mass": 56867.899739611, |
| "contribution_l2_sum": 82250.3013055866, |
| "importance_score": 2901320.7353502843, |
| "active_questions": 291, |
| "activation_count_share": 0.005396993, |
| "router_weight_mass_share": 0.0059388278, |
| "contribution_l2_sum_share": 0.0048145017, |
| "importance_score_share": 0.0063769859, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-32-32.1 (Multiparticle_dynamics_in_the_optical_tweezer_array)" |
| }, |
| { |
| "expert_id": 91, |
| "activation_count": 268537, |
| "router_weight_mass": 33442.2242750633, |
| "contribution_l2_sum": 87338.3435735527, |
| "importance_score": 2892704.846832198, |
| "active_questions": 291, |
| "activation_count_share": 0.0035054816, |
| "router_weight_mass_share": 0.003492438, |
| "contribution_l2_sum_share": 0.005112329, |
| "importance_score_share": 0.0063580485, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-79-79.4 (Nose_Hoover_chain_thermostat); scicode-22-22.1 (Beam_translation_reexpansion)" |
| }, |
| { |
| "expert_id": 187, |
| "activation_count": 353306, |
| "router_weight_mass": 43791.2192032489, |
| "contribution_l2_sum": 77331.5486570565, |
| "importance_score": 2880344.2889627228, |
| "active_questions": 291, |
| "activation_count_share": 0.004612056, |
| "router_weight_mass_share": 0.0045732041, |
| "contribution_l2_sum_share": 0.0045265837, |
| "importance_score_share": 0.0063308805, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-73-73.3 (Xray_conversion_II); scicode-73-73.8 (Xray_conversion_II); scicode-2-2.1 (Gaussian_Beam_Focus)" |
| }, |
| { |
| "expert_id": 35, |
| "activation_count": 360828, |
| "router_weight_mass": 43195.9418015821, |
| "contribution_l2_sum": 93268.2145814194, |
| "importance_score": 2869142.516907789, |
| "active_questions": 291, |
| "activation_count_share": 0.0047102482, |
| "router_weight_mass_share": 0.0045110381, |
| "contribution_l2_sum_share": 0.0054594326, |
| "importance_score_share": 0.0063062594, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-55-55.1 (Swift_Hohenberg); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-13-13.11 (Maxwell_Equation_Solver)" |
| }, |
| { |
| "expert_id": 179, |
| "activation_count": 382373, |
| "router_weight_mass": 47979.729698155, |
| "contribution_l2_sum": 85037.4810138708, |
| "importance_score": 2831902.58431797, |
| "active_questions": 291, |
| "activation_count_share": 0.0049914966, |
| "router_weight_mass_share": 0.0050106186, |
| "contribution_l2_sum_share": 0.0049776486, |
| "importance_score_share": 0.0062244076, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-43-43.1 (two_end_fiber_laser_generator); scicode-28-28.1 (Gaussian_Beam_Intensity)" |
| }, |
| { |
| "expert_id": 133, |
| "activation_count": 385341, |
| "router_weight_mass": 53279.2736964981, |
| "contribution_l2_sum": 101225.8036030547, |
| "importance_score": 2814842.9925951515, |
| "active_questions": 291, |
| "activation_count_share": 0.0050302409, |
| "router_weight_mass_share": 0.0055640605, |
| "contribution_l2_sum_share": 0.0059252281, |
| "importance_score_share": 0.0061869113, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-20-20.2 (phonon_angular_momentum); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-45-45.1 (finite_difference_heat_equation)" |
| }, |
| { |
| "expert_id": 74, |
| "activation_count": 351016, |
| "router_weight_mass": 49545.8345075284, |
| "contribution_l2_sum": 101627.4954556547, |
| "importance_score": 2813701.419289902, |
| "active_questions": 291, |
| "activation_count_share": 0.0045821624, |
| "router_weight_mass_share": 0.00517417, |
| "contribution_l2_sum_share": 0.0059487411, |
| "importance_score_share": 0.0061844021, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-20-20.2 (phonon_angular_momentum); scicode-2-2.1 (Gaussian_Beam_Focus)" |
| }, |
| { |
| "expert_id": 45, |
| "activation_count": 417156, |
| "router_weight_mass": 52748.6441304828, |
| "contribution_l2_sum": 95042.8091140063, |
| "importance_score": 2787028.782961113, |
| "active_questions": 291, |
| "activation_count_share": 0.0054455539, |
| "router_weight_mass_share": 0.0055086458, |
| "contribution_l2_sum_share": 0.005563308, |
| "importance_score_share": 0.0061257768, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-20-20.2 (phonon_angular_momentum); scicode-17-17.1 (linear_tetrahedron_method)" |
| }, |
| { |
| "expert_id": 151, |
| "activation_count": 522223, |
| "router_weight_mass": 65216.798006708, |
| "contribution_l2_sum": 96925.1960251573, |
| "importance_score": 2718811.6569278506, |
| "active_questions": 291, |
| "activation_count_share": 0.0068170983, |
| "router_weight_mass_share": 0.0068107199, |
| "contribution_l2_sum_share": 0.0056734931, |
| "importance_score_share": 0.0059758383, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-64-64.6 (GCMC)" |
| }, |
| { |
| "expert_id": 29, |
| "activation_count": 183210, |
| "router_weight_mass": 23704.9098484753, |
| "contribution_l2_sum": 76158.8730681794, |
| "importance_score": 2715269.0931099984, |
| "active_questions": 291, |
| "activation_count_share": 0.0023916231, |
| "router_weight_mass_share": 0.0024755509, |
| "contribution_l2_sum_share": 0.0044579414, |
| "importance_score_share": 0.0059680519, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-54-54.2 (SUPG); scicode-22-22.1 (Beam_translation_reexpansion)" |
| }, |
| { |
| "expert_id": 14, |
| "activation_count": 284454, |
| "router_weight_mass": 36891.3684829588, |
| "contribution_l2_sum": 81113.7198519944, |
| "importance_score": 2689251.7634105426, |
| "active_questions": 291, |
| "activation_count_share": 0.0037132621, |
| "router_weight_mass_share": 0.003852639, |
| "contribution_l2_sum_share": 0.0047479721, |
| "importance_score_share": 0.0059108668, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-20-20.2 (phonon_angular_momentum); scicode-55-55.3 (Swift_Hohenberg); scicode-55-55.1 (Swift_Hohenberg)" |
| }, |
| { |
| "expert_id": 83, |
| "activation_count": 500301, |
| "router_weight_mass": 61706.1483874766, |
| "contribution_l2_sum": 105031.0100759221, |
| "importance_score": 2668113.3107244214, |
| "active_questions": 291, |
| "activation_count_share": 0.0065309286, |
| "router_weight_mass_share": 0.0064440958, |
| "contribution_l2_sum_share": 0.006147965, |
| "importance_score_share": 0.0058644054, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-20-20.2 (phonon_angular_momentum); scicode-55-55.1 (Swift_Hohenberg); scicode-55-55.3 (Swift_Hohenberg)" |
| }, |
| { |
| "expert_id": 248, |
| "activation_count": 392592, |
| "router_weight_mass": 49733.7257316589, |
| "contribution_l2_sum": 83294.8202784189, |
| "importance_score": 2643994.35024024, |
| "active_questions": 291, |
| "activation_count_share": 0.0051248954, |
| "router_weight_mass_share": 0.0051937919, |
| "contribution_l2_sum_share": 0.0048756423, |
| "importance_score_share": 0.0058113928, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-32-32.1 (Multiparticle_dynamics_in_the_optical_tweezer_array); scicode-43-43.1 (two_end_fiber_laser_generator)" |
| }, |
| { |
| "expert_id": 183, |
| "activation_count": 400470, |
| "router_weight_mass": 48891.3569487929, |
| "contribution_l2_sum": 83608.8729395895, |
| "importance_score": 2538419.0863469173, |
| "active_questions": 291, |
| "activation_count_share": 0.0052277348, |
| "router_weight_mass_share": 0.0051058216, |
| "contribution_l2_sum_share": 0.0048940253, |
| "importance_score_share": 0.0055793427, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-45-45.1 (finite_difference_heat_equation); scicode-77-77.12 (Berendsen_thermostat); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 157, |
| "activation_count": 365166, |
| "router_weight_mass": 50330.9386533045, |
| "contribution_l2_sum": 93303.5440121512, |
| "importance_score": 2537578.6322109536, |
| "active_questions": 291, |
| "activation_count_share": 0.0047668765, |
| "router_weight_mass_share": 0.00525616, |
| "contribution_l2_sum_share": 0.0054615006, |
| "importance_score_share": 0.0055774954, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-17-17.1 (linear_tetrahedron_method)" |
| }, |
| { |
| "expert_id": 85, |
| "activation_count": 465572, |
| "router_weight_mass": 58490.014089996, |
| "contribution_l2_sum": 118689.19071922, |
| "importance_score": 2448983.3624653234, |
| "active_questions": 291, |
| "activation_count_share": 0.0060775763, |
| "router_weight_mass_share": 0.0061082285, |
| "contribution_l2_sum_share": 0.0069474433, |
| "importance_score_share": 0.0053827666, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-12-12.8 (Schrodinger_DFT_with_SCF); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 202, |
| "activation_count": 406883, |
| "router_weight_mass": 48529.8661418115, |
| "contribution_l2_sum": 93268.2876598022, |
| "importance_score": 2443374.9148668814, |
| "active_questions": 291, |
| "activation_count_share": 0.0053114501, |
| "router_weight_mass_share": 0.0050680704, |
| "contribution_l2_sum_share": 0.0054594368, |
| "importance_score_share": 0.0053704394, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-22-22.1 (Beam_translation_reexpansion); scicode-69-69.7 (LEG_Dyson_equation_semi_infinite)" |
| }, |
| { |
| "expert_id": 0, |
| "activation_count": 413818, |
| "router_weight_mass": 53114.664824603, |
| "contribution_l2_sum": 112226.9970537254, |
| "importance_score": 2384058.180540056, |
| "active_questions": 291, |
| "activation_count_share": 0.0054019796, |
| "router_weight_mass_share": 0.0055468701, |
| "contribution_l2_sum_share": 0.0065691804, |
| "importance_score_share": 0.0052400636, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-12-12.2 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 186, |
| "activation_count": 328666, |
| "router_weight_mass": 41893.6663144167, |
| "contribution_l2_sum": 64527.1653228273, |
| "importance_score": 2382160.903259224, |
| "active_questions": 291, |
| "activation_count_share": 0.0042904055, |
| "router_weight_mass_share": 0.0043750389, |
| "contribution_l2_sum_share": 0.0037770821, |
| "importance_score_share": 0.0052358935, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-54-54.2 (SUPG); scicode-20-20.2 (phonon_angular_momentum)" |
| }, |
| { |
| "expert_id": 47, |
| "activation_count": 350049, |
| "router_weight_mass": 42314.7192749315, |
| "contribution_l2_sum": 68192.0241249129, |
| "importance_score": 2326927.798531025, |
| "active_questions": 291, |
| "activation_count_share": 0.0045695392, |
| "router_weight_mass_share": 0.0044190103, |
| "contribution_l2_sum_share": 0.0039916038, |
| "importance_score_share": 0.0051144934, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-13-13.9 (Maxwell_Equation_Solver); scicode-13-13.8 (Maxwell_Equation_Solver); scicode-13-13.11 (Maxwell_Equation_Solver)" |
| }, |
| { |
| "expert_id": 3, |
| "activation_count": 356205, |
| "router_weight_mass": 42824.9911854625, |
| "contribution_l2_sum": 95721.3479416516, |
| "importance_score": 2323882.614327899, |
| "active_questions": 291, |
| "activation_count_share": 0.0046498996, |
| "router_weight_mass_share": 0.004472299, |
| "contribution_l2_sum_share": 0.0056030261, |
| "importance_score_share": 0.0051078002, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-2-2.1 (Gaussian_Beam_Focus); scicode-12-12.8 (Schrodinger_DFT_with_SCF)" |
| }, |
| { |
| "expert_id": 173, |
| "activation_count": 268051, |
| "router_weight_mass": 32887.1876806482, |
| "contribution_l2_sum": 70438.264138316, |
| "importance_score": 2264357.264480617, |
| "active_questions": 291, |
| "activation_count_share": 0.0034991374, |
| "router_weight_mass_share": 0.0034344744, |
| "contribution_l2_sum_share": 0.0041230869, |
| "importance_score_share": 0.0049769659, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-77-77.12 (Berendsen_thermostat); scicode-55-55.1 (Swift_Hohenberg)" |
| }, |
| { |
| "expert_id": 207, |
| "activation_count": 258108, |
| "router_weight_mass": 33250.7654064871, |
| "contribution_l2_sum": 73253.7336281052, |
| "importance_score": 2252130.6462212405, |
| "active_questions": 291, |
| "activation_count_share": 0.0033693415, |
| "router_weight_mass_share": 0.0034724435, |
| "contribution_l2_sum_share": 0.0042878897, |
| "importance_score_share": 0.0049500922, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-22-22.1 (Beam_translation_reexpansion); scicode-54-54.2 (SUPG)" |
| }, |
| { |
| "expert_id": 158, |
| "activation_count": 280771, |
| "router_weight_mass": 32113.8025207019, |
| "contribution_l2_sum": 63264.495669509, |
| "importance_score": 2223256.226108036, |
| "active_questions": 291, |
| "activation_count_share": 0.0036651843, |
| "router_weight_mass_share": 0.0033537082, |
| "contribution_l2_sum_share": 0.0037031721, |
| "importance_score_share": 0.0048866274, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-9-9.1 (Weighted_Jacobi); scicode-55-55.3 (Swift_Hohenberg); scicode-55-55.1 (Swift_Hohenberg)" |
| }, |
| { |
| "expert_id": 95, |
| "activation_count": 412676, |
| "router_weight_mass": 50253.1677133213, |
| "contribution_l2_sum": 87726.9133785651, |
| "importance_score": 2197326.6685979776, |
| "active_questions": 291, |
| "activation_count_share": 0.0053870719, |
| "router_weight_mass_share": 0.0052480382, |
| "contribution_l2_sum_share": 0.0051350738, |
| "importance_score_share": 0.0048296353, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-63-63.1 (Estimating_Stock_Option_Price); scicode-63-63.2 (Estimating_Stock_Option_Price); scicode-63-63.3 (Estimating_Stock_Option_Price)" |
| }, |
| { |
| "expert_id": 56, |
| "activation_count": 316618, |
| "router_weight_mass": 38739.8634299287, |
| "contribution_l2_sum": 94736.9718865569, |
| "importance_score": 2193360.17108187, |
| "active_questions": 291, |
| "activation_count_share": 0.0041331309, |
| "router_weight_mass_share": 0.004045681, |
| "contribution_l2_sum_share": 0.0055454059, |
| "importance_score_share": 0.0048209171, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-55-55.3 (Swift_Hohenberg); scicode-55-55.1 (Swift_Hohenberg); scicode-55-55.2 (Swift_Hohenberg)" |
| }, |
| { |
| "expert_id": 105, |
| "activation_count": 346364, |
| "router_weight_mass": 42312.2215336166, |
| "contribution_l2_sum": 67887.072230959, |
| "importance_score": 2184411.2116961866, |
| "active_questions": 291, |
| "activation_count_share": 0.0045214352, |
| "router_weight_mass_share": 0.0044187494, |
| "contribution_l2_sum_share": 0.0039737535, |
| "importance_score_share": 0.0048012477, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-77-77.12 (Berendsen_thermostat); scicode-77-77.4 (Berendsen_thermostat); scicode-77-77.10 (Berendsen_thermostat)" |
| }, |
| { |
| "expert_id": 23, |
| "activation_count": 450371, |
| "router_weight_mass": 57268.5090168107, |
| "contribution_l2_sum": 98935.774165006, |
| "importance_score": 2111212.6871759566, |
| "active_questions": 291, |
| "activation_count_share": 0.0058791424, |
| "router_weight_mass_share": 0.0059806643, |
| "contribution_l2_sum_share": 0.0057911818, |
| "importance_score_share": 0.0046403603, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-43-43.1 (two_end_fiber_laser_generator); scicode-79-79.2 (Nose_Hoover_chain_thermostat)" |
| }, |
| { |
| "expert_id": 135, |
| "activation_count": 394154, |
| "router_weight_mass": 48035.9713234391, |
| "contribution_l2_sum": 76091.2179264526, |
| "importance_score": 2068332.2395221982, |
| "active_questions": 291, |
| "activation_count_share": 0.0051452858, |
| "router_weight_mass_share": 0.005016492, |
| "contribution_l2_sum_share": 0.0044539812, |
| "importance_score_share": 0.0045461108, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-58-58.4 (Tolman_Oppenheimer_Volkoff_star); scicode-22-22.2 (Beam_translation_reexpansion); scicode-13-13.9 (Maxwell_Equation_Solver)" |
| }, |
| { |
| "expert_id": 163, |
| "activation_count": 360773, |
| "router_weight_mass": 52651.6488270959, |
| "contribution_l2_sum": 80667.621846505, |
| "importance_score": 2050148.548786109, |
| "active_questions": 291, |
| "activation_count_share": 0.0047095303, |
| "router_weight_mass_share": 0.0054985164, |
| "contribution_l2_sum_share": 0.0047218599, |
| "importance_score_share": 0.0045061437, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-77-77.12 (Berendsen_thermostat); scicode-73-73.8 (Xray_conversion_II); scicode-73-73.5 (Xray_conversion_II)" |
| }, |
| { |
| "expert_id": 155, |
| "activation_count": 234971, |
| "router_weight_mass": 28748.4712082846, |
| "contribution_l2_sum": 65266.7385044396, |
| "importance_score": 2024240.6482880283, |
| "active_questions": 291, |
| "activation_count_share": 0.0030673111, |
| "router_weight_mass_share": 0.00300226, |
| "contribution_l2_sum_share": 0.0038203729, |
| "importance_score_share": 0.0044491992, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-2-2.1 (Gaussian_Beam_Focus); scicode-55-55.1 (Swift_Hohenberg); scicode-43-43.1 (two_end_fiber_laser_generator)" |
| }, |
| { |
| "expert_id": 81, |
| "activation_count": 317937, |
| "router_weight_mass": 43102.4599750826, |
| "contribution_l2_sum": 50251.4639312317, |
| "importance_score": 2022407.2477045394, |
| "active_questions": 291, |
| "activation_count_share": 0.0041503492, |
| "router_weight_mass_share": 0.0045012756, |
| "contribution_l2_sum_share": 0.0029414574, |
| "importance_score_share": 0.0044451695, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-66-66.6 (kolmogorov_crespi_potential); scicode-20-20.2 (phonon_angular_momentum); scicode-15-15.1 (Crank_Nicolson_for_time_dependent_Schrodinger)" |
| }, |
| { |
| "expert_id": 30, |
| "activation_count": 365569, |
| "router_weight_mass": 47416.1511892083, |
| "contribution_l2_sum": 58921.7634688038, |
| "importance_score": 1983351.784155409, |
| "active_questions": 291, |
| "activation_count_share": 0.0047721372, |
| "router_weight_mass_share": 0.0049517629, |
| "contribution_l2_sum_share": 0.0034489713, |
| "importance_score_share": 0.0043593272, |
| "domain": "ODE / time integration", |
| "expert_domain_share": 1.0, |
| "lift_vs_corpus": 5.8091113142, |
| "top_questions": "scicode-79-79.2 (Nose_Hoover_chain_thermostat); scicode-53-53.1 (Stochastic_Lotka_Volterra); scicode-50-50.4 (Replica_symmetry_breaking)" |
| } |
| ] |
| } |
|
|
