{"id":"W2045444425","doi":"10.1080/10476210.2011.625086","title":"The Mentoring Profile Inventory: an online professional development resource for cooperating teachers","year":2012,"lang":"en","type":"article","venue":"Teaching Education","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Professional development; Set (abstract data type); Dialog box; Faculty development; Psychology; Resource (disambiguation); Medical education; Computer science; Mathematics education; Pedagogy; World Wide Web; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007924829,0.000606708,0.0005321814,0.004245542,0.0008140086,0.001247109,0.001017639,0.0003207979,0.006965728],"category_scores_gemma":[0.0242968,0.0005077174,0.0005261174,0.002422098,0.0002548633,0.002227131,0.002507002,0.0009795878,0.003310331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008523116,"about_ca_system_score_gemma":0.003577828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002131933,"about_ca_topic_score_gemma":0.006357248,"domain_scores_codex":[0.996358,0.001579986,0.0006278125,0.0001187049,0.001088581,0.0002268785],"domain_scores_gemma":[0.9753087,0.01076194,0.00419351,0.002186919,0.004964681,0.002584244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002388107,0.001368967,0.07077301,0.0003533664,0.00002685373,0.0001896235,0.003559938,0.0008246772,0.00241576,0.0006569716,0.03913725,0.8804548],"study_design_scores_gemma":[0.0003602944,0.002514399,0.6785544,0.0008400257,0.0001257719,0.001878022,0.009866535,0.01026198,0.01269125,0.005249425,0.2772669,0.0003909165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7114292,0.001268158,0.1490842,0.002970898,0.0004736157,0.01710134,0.03980905,0.01015692,0.06770666],"genre_scores_gemma":[0.4431663,0.002477048,0.4819554,0.0004590772,0.0003053057,0.02421515,0.02496704,0.0009308808,0.02152387],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007924829,"threshold_uncertainty_score":0.04191101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0659041818054269,"score_gpt":0.4049520999872951,"score_spread":0.3390479181818682,"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."}}