{"id":"W2154442810","doi":"10.3138/ptc.2011-07","title":"Building Passion Develops Meaningful Mentoring Relationships among Canadian Physiotherapists","year":2011,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia","funders":"","keywords":"Passion; Medical education; Computer science; Psychology; Medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003714199,0.0002936295,0.0002362278,0.0002000308,0.0004655874,0.00002714704,0.0003838108,0.0001316198,0.002336003],"category_scores_gemma":[0.00002289419,0.0002915156,0.00005023703,0.0004115367,0.00003773889,0.0001292178,0.00002321889,0.0003977548,0.00004885608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008382,"about_ca_system_score_gemma":0.0009697358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845225,"about_ca_topic_score_gemma":0.9329108,"domain_scores_codex":[0.9977133,0.0001483484,0.0003570419,0.0004923252,0.0003854189,0.0009036038],"domain_scores_gemma":[0.9987178,0.00007919102,0.0001555554,0.0003914372,0.00006549513,0.0005905044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002731944,0.0003259062,0.4030397,0.0001937689,0.001734328,0.0003062876,0.08000205,0.00006492015,0.01866383,0.08108468,0.278617,0.1356943],"study_design_scores_gemma":[0.0009181594,0.00004718546,0.655642,0.0002766428,0.00001166853,0.00000542234,0.001339631,0.00005941151,0.007397692,0.001841661,0.3314139,0.001046676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032739,0.0005025319,0.0006650409,0.0004925125,0.009653413,0.0004439732,0.00001635547,0.0001846039,0.08476765],"genre_scores_gemma":[0.9890453,0.00002594831,0.002095706,0.0006660506,0.0003516433,0.0000879475,0.000009061989,0.00007366182,0.007644719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2526023,"threshold_uncertainty_score":0.9999537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04640681627551169,"score_gpt":0.2891811103645968,"score_spread":0.2427742940890851,"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."}}