{"id":"W1548484863","doi":"","title":"Evolutionary Medicine: An Academic Elective","year":2014,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mount; Medical education; Desert (philosophy); Medicine; Field (mathematics); Psychology; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00271012,0.0002030157,0.0004990138,0.0002873898,0.0006708363,0.000009830217,0.0008382782,0.0001433544,0.01197191],"category_scores_gemma":[0.002404321,0.0001271218,0.00008202234,0.0000954885,0.00618961,0.0004466634,0.00004400758,0.001290609,0.00004692938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008353927,"about_ca_system_score_gemma":0.0002151147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001792719,"about_ca_topic_score_gemma":0.00005981639,"domain_scores_codex":[0.9960921,0.0002210218,0.0007609649,0.0002621199,0.00230163,0.0003621684],"domain_scores_gemma":[0.9979651,0.0002347315,0.0003781783,0.0001769659,0.000422398,0.0008226431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001478588,0.0001759815,0.000315692,0.00005972814,0.00007105793,0.00004853716,0.06139052,0.0000058011,0.0007962082,0.4207001,0.4475905,0.06869804],"study_design_scores_gemma":[0.002647287,0.002953621,0.002381638,0.0008799194,0.00008584224,0.0005230645,0.005942461,0.000872621,0.00001668646,0.1115997,0.8718451,0.0002520503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1181749,0.00455414,0.003494157,0.2896233,0.009525235,0.0003527068,0.00003402443,0.000231746,0.5740097],"genre_scores_gemma":[0.9782656,0.0001958622,0.000136819,0.005265588,0.0142956,0.000003121435,0.0000250633,0.00001538446,0.001796943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8600907,"threshold_uncertainty_score":0.996515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06635748687194004,"score_gpt":0.3148867793695564,"score_spread":0.2485292924976163,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}