{"meta":{"query_hash":"0c9bfc0b9f63","filters":{"venue":"ESAIM Proceedings"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/0c9bfc0b9f63","api":"https://metacan.xera.ac/api/v1/cohort?venue=ESAIM+Proceedings"},"results":[{"id":"W2096831623","doi":"10.1051/proc:2002003","title":"Simulation of electrophysiological waves with an unstructured finite element method","year":2002,"lang":"en","type":"article","venue":"ESAIM Proceedings","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Finite element method; Electrophysiology; Computer science; Acoustics; Physics; Engineering; Structural engineering; Neuroscience; Psychology","score_opus":0.011651430927413288,"score_gpt":0.24248899181678496,"score_spread":0.23083756088937168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096831623","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032271817,0.000061630264,0.9625848,0.000092571914,0.000040977196,0.00007769561,0.00015109479,0.0004982185,0.004221164],"genre_scores_gemma":[0.47762313,0.00019517842,0.51587003,0.000077507895,0.000018316188,0.0003772681,0.00039074328,0.00013769053,0.0053101266],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997956,0.000059943777,0.000014341369,0.000018760964,0.00009304589,0.000018328987],"domain_scores_gemma":[0.99960333,0.00020287467,0.000030204304,0.000052897034,0.00008912318,0.000021620552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030450904,0.00034350183,0.0004040963,0.0002696997,0.00024648113,0.000433093,0.00075285113,0.0007890354,0.0017249354],"category_scores_gemma":[0.0012101405,0.00023972709,0.00036001796,0.00023143429,0.00041924347,0.0004474948,0.000569283,0.00043387647,0.0004282599],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004861256,0.00003983945,0.00049940473,0.000053242795,0.000013040269,0.00012387469,0.00011289971,0.9586676,0.019120367,0.009765421,0.0006298707,0.01092589],"study_design_scores_gemma":[0.000008156644,0.000010517138,0.000057008874,0.0000023427554,0.0000014826812,0.000021739792,0.000006816341,0.9966897,0.001350933,0.00094157096,0.0009059556,0.000003777402],"about_ca_topic_score_codex":0.0016801594,"about_ca_topic_score_gemma":0.00096824847,"teacher_disagreement_score":0.0017249354,"about_ca_system_score_codex":0.00016485437,"about_ca_system_score_gemma":0.0004979534,"threshold_uncertainty_score":0.005770445},"labels":[],"label_agreement":null},{"id":"W2163224500","doi":"10.1051/proc:2002024","title":"Modelling liver tissue properties using a non-linear viscoelastic model ror surgery simulation","year":2002,"lang":"en","type":"article","venue":"ESAIM Proceedings","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Viscoelasticity; Computer science; Medicine; Biomedical engineering; Materials science; Composite material","score_opus":0.09057180377390578,"score_gpt":0.22900207969079206,"score_spread":0.13843027591688628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163224500","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12917307,0.00031200543,0.8619929,0.0002945286,0.000044357792,0.00009202277,0.00020463706,0.0008037825,0.0070827906],"genre_scores_gemma":[0.9022755,0.00050030893,0.08847398,0.00007986188,0.000020047224,0.00020469495,0.00014354958,0.0000915167,0.008210588],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990344,0.000028152346,0.0000065022855,0.000014081873,0.00003578956,0.000011965887],"domain_scores_gemma":[0.99981064,0.000087760665,0.00003462394,0.00003156622,0.000022706912,0.000012565649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017711241,0.0003731946,0.0002823529,0.0002878867,0.00017282367,0.00049232313,0.00059357745,0.001043135,0.0014833545],"category_scores_gemma":[0.0007016627,0.00028715233,0.0004911047,0.00019991641,0.00043653513,0.0005595237,0.00042072762,0.00033716395,0.00037536668],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021431746,0.000023489058,0.00033059192,0.000035758007,0.000008647919,0.00009441469,0.00003438981,0.97828364,0.014806901,0.0020344832,0.0001272471,0.004199139],"study_design_scores_gemma":[0.000004031926,0.000015337808,0.00014462564,0.0000025253585,0.0000033156896,0.000028069308,0.0000039275064,0.99751234,0.0015702081,0.00029696123,0.00041485153,0.000003891639],"about_ca_topic_score_codex":0.0026649283,"about_ca_topic_score_gemma":0.0018515731,"teacher_disagreement_score":0.0026649283,"about_ca_system_score_codex":0.00031074556,"about_ca_system_score_gemma":0.00047198194,"threshold_uncertainty_score":0.005298853},"labels":[],"label_agreement":null}]}