{"id":"W1550368109","doi":"10.1108/17511871211247624","title":"A rapid matrix mentoring pilot","year":2012,"lang":"en","type":"article","venue":"Leadership in health services","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton Regional Hospital; Cape Breton University","funders":"","keywords":"Originality; Psychology; Leadership development; Medical education; Health care; Value (mathematics); Employee engagement; Medicine; Public relations; Computer science; Social psychology; Political science; Creativity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006432654,0.0005569604,0.0002165955,0.0005147335,0.002178973,0.00119322,0.00142361,0.001171514,0.005454679],"category_scores_gemma":[0.01252934,0.0002145653,0.0004790542,0.0002153728,0.001181718,0.001467563,0.003657743,0.001379088,0.0009766016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006443187,"about_ca_system_score_gemma":0.001755332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005553653,"about_ca_topic_score_gemma":0.001129276,"domain_scores_codex":[0.9948167,0.003166095,0.0001638404,0.000390533,0.0007154848,0.0007472418],"domain_scores_gemma":[0.9916558,0.002705736,0.0006950491,0.00135282,0.0009356097,0.002654793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002029113,0.015134,0.03229612,0.001850022,0.0001061458,0.02605062,0.05040479,0.003114796,0.02630142,0.006708841,0.02215203,0.813852],"study_design_scores_gemma":[0.001397146,0.1233805,0.08603904,0.002385718,0.0002441575,0.0668264,0.1520073,0.0161395,0.06305897,0.01299964,0.474995,0.0005267007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212362,0.0004951126,0.04518002,0.002751516,0.0007111937,0.005088373,0.0001846806,0.0008901179,0.02346285],"genre_scores_gemma":[0.9578587,0.0003337731,0.03178349,0.0005402704,0.0001280862,0.001938392,0.0001156209,0.00009170474,0.007209887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006432654,"threshold_uncertainty_score":0.03401953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2392761434018896,"score_gpt":0.3943657216898029,"score_spread":0.1550895782879133,"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."}}