{"id":"W2910755264","doi":"10.1017/s1049023x18001279","title":"In Memoriam: Victor Semyonovich Koscheyev","year":2019,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Twentieth Century Scientific Developments","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Content (measure theory); Action (physics); Computer science; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004107629,0.001747394,0.002883393,0.000968989,0.005074964,0.009045706,0.003124194,0.01369848,0.008187298],"category_scores_gemma":[0.04254321,0.0006167382,0.001702575,0.0006005447,0.004912423,0.005209906,0.004492718,0.05237378,0.009395936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004159892,"about_ca_system_score_gemma":0.005226206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005621561,"about_ca_topic_score_gemma":0.008035057,"domain_scores_codex":[0.9971544,0.000477445,0.0002578909,0.0005605484,0.001177917,0.0003717895],"domain_scores_gemma":[0.9850368,0.003942129,0.001347029,0.0005513208,0.006463152,0.00265959],"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":[0.00001904229,0.000008562781,0.00007341663,0.00004567472,0.00001512676,0.0001983074,0.0001033433,0.00002342414,0.00002853958,0.001083363,0.9965219,0.001879275],"study_design_scores_gemma":[0.00002736768,0.00002343996,0.0005276801,0.0003073384,0.00003284293,0.0006590518,0.0007430947,0.0001338704,0.0001379956,0.003523983,0.9938294,0.00005399338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001770501,0.005789131,0.000144802,0.5721495,0.4202324,0.00001196776,0.0001016669,0.00004753588,0.001345883],"genre_scores_gemma":[0.00479674,0.005381942,0.0002000896,0.6433628,0.3279622,0.00006384461,0.00007502006,0.00008156044,0.01807586],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01369848,"threshold_uncertainty_score":0.0301823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009630770126461262,"score_gpt":0.2068558170586844,"score_spread":0.1972250469322232,"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."}}