{"id":"W2929501829","doi":"10.5206/cjsotlrcacea.2022.1.10924","title":"Particulars of Practice: A Collaborative Self-study of Mentoring Practicum-based Seminars","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal for the Scholarship of Teaching and Learning","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Practicum; Conversation; Pedagogy; Agency (philosophy); Metaphor; Conversation analysis; Professional development; Psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03069283,0.0007263882,0.001073741,0.004310186,0.0175379,0.01094383,0.003774988,0.003342586,0.002463201],"category_scores_gemma":[0.08647885,0.0007399233,0.000647006,0.002314221,0.01564232,0.007163352,0.01286691,0.005374665,0.0005541299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006135306,"about_ca_system_score_gemma":0.006358074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003332015,"about_ca_topic_score_gemma":0.006343287,"domain_scores_codex":[0.9687809,0.02285689,0.000843906,0.002160647,0.002859778,0.002497877],"domain_scores_gemma":[0.8987871,0.07377642,0.006991738,0.006396096,0.006007018,0.008041683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003144637,0.0002099487,0.003264242,0.00004105547,0.00000509698,0.0002642191,0.9880468,0.00002444421,0.0003501151,0.001406509,0.0002490367,0.006107079],"study_design_scores_gemma":[0.00002044967,0.0001971072,0.004830675,0.00007689551,0.000007864845,0.0002712868,0.9826462,0.0001843432,0.0005981813,0.001061518,0.01007929,0.00002617384],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880365,0.0002357943,0.002625274,0.001202976,0.00006854921,0.000181658,0.00002889873,0.00005161251,0.007568782],"genre_scores_gemma":[0.9950552,0.0001842967,0.001389622,0.0002696027,0.00004069849,0.0001832425,0.00003425382,0.00003887045,0.002804128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03069283,"threshold_uncertainty_score":0.1623212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638158553119097,"score_gpt":0.4008422516280001,"score_spread":0.3644606660968091,"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."}}