{"id":"W2982440882","doi":"10.82396/cjcd.v16i2.3118","title":"A Second Apprenticeship: The Career Transition of Trades Teachers.","year":2021,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Apprenticeship; Transition (genetics); Vocational education; Identity (music); Set (abstract data type); Pedagogy; Career development; Mathematics education; Psychology; School-to-work transition; Medical education; Public relations; Political science; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001231036,0.0001714765,0.0001396061,0.0007483952,0.007077806,0.004178754,0.0005322527,0.001168215,0.007297453],"category_scores_gemma":[0.002978605,0.000219263,0.0002119765,0.0004214107,0.003797757,0.002701257,0.003582305,0.002812106,0.001152627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002982751,"about_ca_system_score_gemma":0.005296654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701953,"about_ca_topic_score_gemma":0.04858451,"domain_scores_codex":[0.9991614,0.0002882909,0.00001557729,0.00008273421,0.0001414691,0.0003105435],"domain_scores_gemma":[0.9978743,0.00024677,0.0001870473,0.00007662138,0.0002086678,0.001406709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001369991,0.0003118023,0.05449281,0.0001013082,0.000006129476,0.004348512,0.7133387,0.00009122686,0.001259642,0.09311642,0.03776439,0.09503207],"study_design_scores_gemma":[0.00001492212,0.0001218361,0.07640257,0.0002943334,0.000005821941,0.00290958,0.6118238,0.0002071833,0.0003374366,0.01124416,0.2966134,0.00002495062],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7914418,0.003807035,0.001723641,0.02490921,0.001016221,0.00006836031,0.0001234543,0.00004705339,0.1768632],"genre_scores_gemma":[0.9393824,0.0007932697,0.0005150511,0.001243215,0.00006592685,0.00002163905,0.00006080895,0.00002264131,0.05789509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01701953,"threshold_uncertainty_score":0.03384095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874144805394764,"score_gpt":0.2612272904567509,"score_spread":0.2424858424028033,"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."}}