{"id":"W4401124240","doi":"10.4324/9781003502593-15","title":"Career Development and the Commodification of Student Labour in Canadian Approaches to Youth Unemployment","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commodification; Unemployment; Youth unemployment; Rationality; Economics; Labour economics; Economic growth; Political science; Market economy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001936615,0.0004228522,0.0004037692,0.002142601,0.02934022,0.01022793,0.001671763,0.001957696,0.006026297],"category_scores_gemma":[0.001604569,0.0002474647,0.0003793155,0.003645282,0.02104017,0.002450495,0.005295353,0.003037723,0.000424585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1095273,"about_ca_system_score_gemma":0.14711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9665953,"about_ca_topic_score_gemma":0.9890078,"domain_scores_codex":[0.9974827,0.0005251861,0.00003116363,0.0001145449,0.0005140947,0.001332348],"domain_scores_gemma":[0.9986593,0.0001918773,0.0000596512,0.00004115715,0.0003032619,0.0007448379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003769343,0.00004546886,0.002939387,0.0001486532,0.000004682069,0.0003967484,0.2193859,0.0002107924,0.0001874883,0.6867763,0.03763105,0.05223596],"study_design_scores_gemma":[0.00001055587,0.00002762431,0.009335551,0.0004573679,0.000008953483,0.0003139206,0.1569793,0.0002838027,0.0001340823,0.02530622,0.8071066,0.00003607813],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1141846,0.02747604,0.00107258,0.03964308,0.0008465658,0.00006890231,0.0001456478,0.00004760132,0.816515],"genre_scores_gemma":[0.7784234,0.01942696,0.001118655,0.00432943,0.0001935793,0.00005146064,0.0000765704,0.00006267094,0.1963173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1095273,"threshold_uncertainty_score":0.7946795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2832999097801319,"score_gpt":0.3625515495331564,"score_spread":0.07925163975302457,"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."}}