{"id":"W4387708670","doi":"10.36834/cmej.78130","title":"Pulse and passion","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Passion; Passion fruit; Pulse (music); Computer science; Biology; Psychology; Food science; Telecommunications; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001298282,0.0002224242,0.000313048,0.001395187,0.004825997,0.006780365,0.0007211493,0.002512274,0.03654078],"category_scores_gemma":[0.009913351,0.0001512786,0.0002768913,0.001268169,0.007674103,0.002562664,0.002120645,0.005052524,0.005256739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004203876,"about_ca_system_score_gemma":0.007740628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06682289,"about_ca_topic_score_gemma":0.08278476,"domain_scores_codex":[0.9985732,0.0003319349,0.00004035704,0.0001082806,0.0005958866,0.0003502708],"domain_scores_gemma":[0.9966528,0.0006906096,0.0002177953,0.000199766,0.0008168736,0.001422306],"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":[0.0001202198,0.00009750824,0.006323254,0.0001332032,0.00002571825,0.0009082438,0.01295317,0.0000531061,0.0002071076,0.3106409,0.5112681,0.1572696],"study_design_scores_gemma":[0.0000245973,0.00003306001,0.01067598,0.000271675,0.00001377484,0.0009593053,0.008789813,0.00003150098,0.00007702017,0.03803269,0.941063,0.00002749541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01405376,0.02125498,0.0004755697,0.2030292,0.0129138,0.00002266197,0.0002288041,0.00007582978,0.7479455],"genre_scores_gemma":[0.472254,0.02289807,0.0006825026,0.06311931,0.01225147,0.00005392116,0.0002657531,0.0001445021,0.4283304],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06682289,"threshold_uncertainty_score":0.1328679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04606798542622549,"score_gpt":0.3918297306744334,"score_spread":0.345761745248208,"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."}}