{"id":"W2472764624","doi":"10.1108/et-01-2016-0016","title":"Skilled trades to university student: luck or courage?","year":2016,"lang":"en","type":"article","venue":"Education + Training","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Habitus; Workforce; Originality; Certification; Pedagogy; Bachelor; Psychology; Value (mathematics); Sociology; Public relations; Medical education; Management; Social psychology; Creativity; Economic growth; Political science; Social science; Economics","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":[0.002673337,0.0001618677,0.0002513013,0.0003889624,0.007034328,0.007109365,0.0006735807,0.0009093245,0.008183984],"category_scores_gemma":[0.01007135,0.0001422969,0.0001884,0.0003873014,0.007671633,0.002564393,0.004236712,0.002548841,0.0007336554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002165202,"about_ca_system_score_gemma":0.003554962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005428441,"about_ca_topic_score_gemma":0.01568146,"domain_scores_codex":[0.9970498,0.001571781,0.00005532486,0.0001756841,0.0004778532,0.0006695869],"domain_scores_gemma":[0.9946886,0.001365727,0.0009652042,0.0002773994,0.000428026,0.002274932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009704616,0.0004168011,0.1036157,0.0001930003,0.00002779605,0.001741802,0.7592793,0.000107801,0.001346934,0.03699518,0.01662164,0.07955713],"study_design_scores_gemma":[0.000005207637,0.00009922575,0.02772753,0.0001462323,0.000007280876,0.0004373472,0.9168608,0.00009290671,0.0002696122,0.003772907,0.05055332,0.00002764517],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360474,0.0007435412,0.0009507457,0.01690057,0.0003737507,0.00002710453,0.00002079033,0.00005106732,0.04488505],"genre_scores_gemma":[0.9930916,0.000165575,0.0001940977,0.001034422,0.00003399944,0.000009215632,0.000009135016,0.00001213942,0.005449773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008183984,"threshold_uncertainty_score":0.02737814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08570479816720322,"score_gpt":0.3892398155223575,"score_spread":0.3035350173551543,"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."}}