{"id":"W2417901368","doi":"10.26443/ijwpc.v1i2.85","title":"See It, Do It, Teach it – or Be It?","year":2014,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01238779,0.001003436,0.001018031,0.0009450062,0.01485626,0.007994164,0.004037161,0.03510733,0.004917841],"category_scores_gemma":[0.06002566,0.0006999229,0.00115753,0.0008774616,0.02048101,0.01161746,0.006103451,0.06123007,0.003009307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006659049,"about_ca_system_score_gemma":0.008361514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02353427,"about_ca_topic_score_gemma":0.0457858,"domain_scores_codex":[0.9819468,0.01125909,0.001008576,0.001396779,0.002960016,0.001428767],"domain_scores_gemma":[0.9677263,0.01811947,0.002649775,0.0008643381,0.006868128,0.003771991],"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":[0.0000341313,0.00003246743,0.0007275441,0.0002598058,0.00002137712,0.0006698013,0.03129058,0.00005384335,0.0001826028,0.02670497,0.9277108,0.01231198],"study_design_scores_gemma":[0.00001954936,0.0000591268,0.0007237948,0.0008890064,0.00001662395,0.001210116,0.05173472,0.0001099265,0.0002667232,0.01097075,0.9339117,0.00008789593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000703712,0.004001064,0.0006390236,0.9705556,0.02117039,0.00001006789,0.00001455237,0.00002095053,0.002884656],"genre_scores_gemma":[0.0133027,0.002603743,0.00059045,0.970346,0.007654279,0.00003251532,0.000009532501,0.00003657563,0.005424287],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03510733,"threshold_uncertainty_score":0.06551373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03075748318791233,"score_gpt":0.37203925436706,"score_spread":0.3412817711791477,"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."}}