{"id":"W2009601393","doi":"10.15273/dmj.vol28no1.4318","title":"The Way We Learn: \"You Can Observe a Lot Just By Watching\"","year":2000,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Psychology; Cognitive science; Epistemology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00179138,0.0002130386,0.0003406095,0.00004600856,0.0006418037,0.00008530315,0.0004024996,0.0002683909,0.008938573],"category_scores_gemma":[0.001819787,0.0001198684,0.000187413,0.0002285537,0.0003792762,0.00008050078,0.00003715918,0.002167425,0.0002520972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277699,"about_ca_system_score_gemma":0.001006161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001311051,"about_ca_topic_score_gemma":0.00007068447,"domain_scores_codex":[0.9964429,0.0002081606,0.0006166326,0.0002520367,0.001806927,0.0006733643],"domain_scores_gemma":[0.9973245,0.0003286614,0.0001215287,0.0003151516,0.0001130559,0.001797114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002057921,0.0004151253,0.000451509,0.00003539905,0.00009042733,0.0004417461,0.01313361,0.000001292286,0.0001221935,0.00005510791,0.2844412,0.7006066],"study_design_scores_gemma":[0.002178118,0.0004153197,0.003269512,0.0004433313,0.0001364339,0.003682315,0.006786902,0.0002056131,0.0001919658,0.0004028242,0.9821003,0.0001873334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7285674,0.003910015,0.0001067566,0.2593738,0.001401841,0.0002027638,0.000008378315,0.00007901101,0.0063501],"genre_scores_gemma":[0.904701,0.02087358,0.0002082446,0.01983842,0.005706686,0.00002441946,0.00007098397,0.00007549601,0.04850117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7004193,"threshold_uncertainty_score":0.9919674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306796359950742,"score_gpt":0.2991119211129848,"score_spread":0.2760439575134774,"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."}}