{"id":"W2171318742","doi":"10.1177/0950017014564616","title":"On the role of habitus and field in apprenticeships","year":2015,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Habitus; Apprenticeship; Vocational education; Field (mathematics); Sociology; Order (exchange); Psychology; Pedagogy; Cultural capital; Social science; Geography; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005768855,0.00004559777,0.0000693956,0.000006861941,0.0001427678,0.00003338504,0.00006920835,0.0000629323,0.0000228448],"category_scores_gemma":[0.00008887448,0.00003407308,0.00003640793,0.0001278595,0.0001618508,0.00003197338,0.00002600305,0.00009382868,0.000001760096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002504219,"about_ca_system_score_gemma":0.00004324408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004405245,"about_ca_topic_score_gemma":0.0002750947,"domain_scores_codex":[0.9994866,0.00007131005,0.00008508637,0.0000856055,0.0001588245,0.0001125337],"domain_scores_gemma":[0.9995889,0.0002247115,0.00003421936,0.00006473103,0.00002168148,0.00006572586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001202321,0.0001020136,0.2827739,0.000005262145,0.00001937236,9.322693e-8,0.4618049,0.000003719302,0.000004515355,0.2423337,0.00738168,0.005558828],"study_design_scores_gemma":[0.000917111,0.0001611478,0.07815607,0.0001068755,0.00003422168,1.70855e-7,0.7711571,0.0004816896,0.00005441456,0.08603135,0.06256428,0.0003355083],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777591,0.0003691361,0.000006243107,0.003738857,0.000105086,0.0001242651,6.993084e-7,0.000009947997,0.01788671],"genre_scores_gemma":[0.9978392,0.0001762413,0.00008119686,0.0005623377,0.00003284944,0.000005590252,8.514764e-7,0.000002718321,0.00129907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3093522,"threshold_uncertainty_score":0.138946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03368898893468096,"score_gpt":0.2930131811968935,"score_spread":0.2593241922622125,"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."}}