{"id":"W2522631106","doi":"","title":"ENHANCING MENTORSHIP IN THE PRACTICUM: IMPROVING CONTEXTUAL SUPERVISION","year":2003,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l'éducation de McGill","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Practicum; Mentorship; Humanities; Psychology; Pedagogy; Political science; Sociology; Medical education; Art; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005431787,0.0003105317,0.0002921954,0.00053934,0.002930883,0.001850431,0.001890541,0.0004307172,0.001760722],"category_scores_gemma":[0.00913083,0.000218358,0.0002777117,0.0004377021,0.001805099,0.0007717568,0.004869261,0.0008852885,0.0001573318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004906334,"about_ca_system_score_gemma":0.01853456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0432451,"about_ca_topic_score_gemma":0.154919,"domain_scores_codex":[0.9944444,0.003553125,0.0001555836,0.0004655564,0.0006603747,0.0007209558],"domain_scores_gemma":[0.9920536,0.001703184,0.001090865,0.0008982081,0.001057409,0.003196738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004928822,0.003243338,0.2819877,0.001076791,0.00008267829,0.0006463004,0.1437466,0.001634319,0.008832073,0.003661044,0.002770581,0.5518257],"study_design_scores_gemma":[0.0002436707,0.004858384,0.7591111,0.001327507,0.0001381347,0.000713447,0.1496358,0.002297025,0.007653377,0.002130729,0.07176691,0.000123944],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866647,0.0005764273,0.005463389,0.001116723,0.00005675396,0.0003461226,0.00004419556,0.00008140731,0.0056503],"genre_scores_gemma":[0.9870466,0.0003800585,0.01063543,0.00008187727,0.00001668323,0.0001972906,0.0000378988,0.00000608519,0.001598092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0432451,"threshold_uncertainty_score":0.08598679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1978084267086063,"score_gpt":0.4391931031810563,"score_spread":0.24138467647245,"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."}}