{"id":"W4232236524","doi":"10.2310/8000.2011.110467","title":"My mentors","year":2012,"lang":"pl","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Action (physics); Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003246576,0.0003257496,0.0005907057,0.0006660817,0.000188505,0.000004582507,0.0005596584,0.0002773325,0.1194692],"category_scores_gemma":[0.0008123635,0.0002690408,0.0001573489,0.0005039497,0.0001393477,0.0001767501,0.00001485403,0.0008758306,0.0005974153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004480678,"about_ca_system_score_gemma":0.0009023662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006956801,"about_ca_topic_score_gemma":0.001088462,"domain_scores_codex":[0.9959509,0.0002328511,0.001690533,0.0001880174,0.0004996718,0.001438002],"domain_scores_gemma":[0.9941203,0.00007483684,0.0008395674,0.0002946786,0.0002575937,0.004413006],"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":[0.0000176047,0.00004306839,0.1108754,0.00005111861,0.0003898534,0.00007005406,0.02592448,9.451731e-7,0.0001327505,0.001436836,0.8558235,0.005234416],"study_design_scores_gemma":[0.0008444759,0.0002876966,0.03102086,0.0004866435,0.0002557519,0.00005889094,0.003617871,6.863624e-7,0.0000285245,0.0001070226,0.9630395,0.0002520374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.1302799,0.1254783,0.0001248649,0.01328418,0.570763,0.0002200953,0.0000199548,0.000009361281,0.1598204],"genre_scores_gemma":[0.8815608,0.003497554,0.00009256022,0.0005411144,0.02651162,0.000004419082,0.000009248855,0.00006194834,0.08772071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.751281,"threshold_uncertainty_score":0.9999762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1387998140232359,"score_gpt":0.3903342328646996,"score_spread":0.2515344188414637,"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."}}