{"id":"W2802309777","doi":"10.1108/jpcc-12-2017-0035","title":"Mentoring for all: building knowledge and community","year":2018,"lang":"en","type":"article","venue":"Journal of Professional Capital and Community","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Practicum; Professional development; Teacher induction; Medical education; Pedagogy; Service-learning; Service (business); Psychology; Qualitative research; Christian ministry; Medicine; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008137281,0.00007712853,0.0001445836,0.00007580563,0.004543764,0.00007206716,0.000297149,0.00007319598,0.00001960773],"category_scores_gemma":[0.001889188,0.00006280968,0.00003925311,0.0000887866,0.0004575165,0.0006811616,0.0002162076,0.00132438,0.000001010421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001203441,"about_ca_system_score_gemma":0.0002117072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000788216,"about_ca_topic_score_gemma":0.0008669225,"domain_scores_codex":[0.9958639,0.003500915,0.0002302269,0.00004457566,0.0001904935,0.0001698882],"domain_scores_gemma":[0.9963148,0.002546157,0.0003204275,0.0001145615,0.0005588807,0.0001452013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004144236,0.002126255,0.02666864,0.0001393494,0.0001507419,6.429424e-7,0.8779287,2.268533e-7,0.008930952,0.031208,0.001924532,0.05050749],"study_design_scores_gemma":[0.001257896,0.002051885,0.1141529,0.0004436496,0.0001163865,0.00004476632,0.4811294,0.00002988319,0.001714898,0.2751974,0.1235525,0.0003085536],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869743,0.00063199,0.0001271151,0.001199622,0.00132256,0.0001327051,0.000002045424,0.000007484668,0.009602183],"genre_scores_gemma":[0.9958219,0.0001698306,0.002817671,0.0001020279,0.0006308628,0.000005945676,9.311638e-7,0.000006354602,0.0004445008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3967994,"threshold_uncertainty_score":0.9967522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09950965430283014,"score_gpt":0.4794477605321767,"score_spread":0.3799381062293466,"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."}}