{"id":"W1972218944","doi":"10.1503/cmaj.071895","title":"Hearts and minds","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yesterday; Clothing; Computer science; World Wide Web; Medicine; History; Physics","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":[0.00211943,0.0007184292,0.0005188781,0.0009889628,0.007578059,0.01023517,0.00090651,0.002167715,0.05195009],"category_scores_gemma":[0.01067175,0.0003136559,0.000343406,0.0005076034,0.01198194,0.006618389,0.00609953,0.006970899,0.0204454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002747586,"about_ca_system_score_gemma":0.003781703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003826324,"about_ca_topic_score_gemma":0.005384754,"domain_scores_codex":[0.9976044,0.0009305875,0.00005156982,0.0003380703,0.0005377211,0.0005375098],"domain_scores_gemma":[0.9961916,0.0005060745,0.000230584,0.000290919,0.0007638907,0.002016901],"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":[0.00005844608,0.00004348794,0.001143429,0.0001013107,0.00002002391,0.0004027806,0.03240706,0.00006224704,0.0005930573,0.2294403,0.6708045,0.06492332],"study_design_scores_gemma":[0.000007066806,0.00001258458,0.0005794733,0.0002014093,0.000002869347,0.0002564867,0.00959785,0.00001995309,0.00006689394,0.02741502,0.9618271,0.00001325005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01137206,0.02873138,0.003955589,0.1784025,0.01683932,0.00006916927,0.0002658758,0.000413667,0.7599506],"genre_scores_gemma":[0.2263713,0.01432835,0.002761457,0.06662701,0.004330283,0.0001229167,0.0002052008,0.0004933694,0.6847601],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05195009,"threshold_uncertainty_score":0.1737903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03691486055585862,"score_gpt":0.3154785494404927,"score_spread":0.2785636888846341,"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."}}