{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006052955,0.0001043358,0.00008096312,0.0000497024,0.006470674,0.0001413623,0.0002340201,0.00006452675,0.00001704827],"category_scores_gemma":[0.001379817,0.00007871478,0.00002372533,0.0001190152,0.00006076685,0.0005044267,0.00005806466,0.0003087427,0.000005843757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008514959,"about_ca_system_score_gemma":0.001205238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004949078,"about_ca_topic_score_gemma":0.0007640754,"domain_scores_codex":[0.9979975,0.0009032066,0.0002147759,0.0001681844,0.0003270575,0.0003893347],"domain_scores_gemma":[0.9992148,0.0002142777,0.0001403939,0.0001546623,0.000108535,0.0001673227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000161196,0.0007455543,0.01569196,0.000009941668,0.00001107729,1.045137e-8,0.5460647,0.000004382723,0.0007424551,0.02798078,0.02354296,0.38519],"study_design_scores_gemma":[0.00009331493,0.00002267594,0.004624983,0.00005921657,0.000006604682,1.640868e-7,0.1196213,0.0001609047,0.00009962307,0.0000736956,0.8751156,0.000121864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830159,0.0002976579,0.0002314241,0.002266999,0.002000179,0.0006997436,0.000001924283,0.0001387171,0.01134744],"genre_scores_gemma":[0.9511502,0.00000331994,0.009476824,0.000221168,0.002400036,0.0002379153,0.0001480087,0.00002092074,0.03634157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8515727,"threshold_uncertainty_score":0.9948227,"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."}}