{"id":"W2362317590","doi":"10.1177/1468017316649357","title":"Youth unemployment: Implications for social work practice","year":2016,"lang":"en","type":"article","venue":"Journal of Social Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Employability; Unemployment; Youth unemployment; Work (physics); Social work; Youth studies; Sociology; Public relations; Economic growth; Political science; Economics; Pedagogy; Gender studies","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001080674,0.0001462216,0.0003695548,0.00007702958,0.003632561,0.00001476479,0.0002165945,0.000190273,0.0001947758],"category_scores_gemma":[0.0007242271,0.00009667457,0.0002722424,0.0005261498,0.00009689276,0.0002463378,0.00008046119,0.0003483545,0.00007456179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002780519,"about_ca_system_score_gemma":0.000192664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003353495,"about_ca_topic_score_gemma":0.000004722765,"domain_scores_codex":[0.9980942,0.0002884085,0.0007714061,0.0001315265,0.0002494961,0.0004649783],"domain_scores_gemma":[0.9963847,0.001407343,0.001176403,0.00008774319,0.0008513188,0.00009248583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00136389,0.0002680919,0.1196312,0.00004558518,0.0006126306,0.000002100755,0.04754656,1.972916e-7,0.00007415283,0.05078235,0.747057,0.03261619],"study_design_scores_gemma":[0.002232674,0.0001213197,0.1818004,0.0002313112,0.0003324835,7.727506e-7,0.01019219,7.447202e-9,0.000003915514,0.00934763,0.7955457,0.0001915833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08511114,0.0005373055,0.002724677,0.8918847,0.002846226,0.001045694,0.0001246854,0.00008661101,0.01563892],"genre_scores_gemma":[0.9768949,0.0001163449,0.0007565333,0.002510048,0.008226108,0.0001021478,0.000005884157,0.00005540319,0.01133264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8917838,"threshold_uncertainty_score":0.9976646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149268347788693,"score_gpt":0.4519627838041824,"score_spread":0.3370359490253132,"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."}}