{"id":"W2417125344","doi":"10.1002/joec.12028","title":"The Need for Dynamic Models of Career Development for Transitioning Offenders","year":2016,"lang":"en","type":"article","venue":"Journal of Employment Counseling","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Recidivism; Flexibility (engineering); Psychological intervention; Psychology; Curiosity; Career development; Affect (linguistics); Career counseling; Work (physics); Applied psychology; Social psychology; Public relations; Criminology; Political science; Management","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":[0.003272219,0.0008776569,0.0004873234,0.001950705,0.002845202,0.008097988,0.002366697,0.0021045,0.01001122],"category_scores_gemma":[0.007853563,0.0006463536,0.001048726,0.001115876,0.004269566,0.00893551,0.002922924,0.003753502,0.001470706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006435864,"about_ca_system_score_gemma":0.008355162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01428673,"about_ca_topic_score_gemma":0.02564828,"domain_scores_codex":[0.9980853,0.001223056,0.00005890129,0.0002472287,0.0001982133,0.0001873588],"domain_scores_gemma":[0.9948059,0.003067932,0.0005274274,0.0003018429,0.0004972629,0.0007996924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003932296,0.000187766,0.006667538,0.000162379,0.00003752442,0.0001564615,0.008232644,0.02339152,0.0001345848,0.9360226,0.003870839,0.02109672],"study_design_scores_gemma":[0.00004046302,0.0001236673,0.004837922,0.0003739568,0.00003951205,0.0003913917,0.007389885,0.05656982,0.00008725196,0.8824142,0.04765792,0.00007399613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09125594,0.005971878,0.389961,0.1009728,0.0007901635,0.0007747381,0.0007295944,0.0004843891,0.4090594],"genre_scores_gemma":[0.82901,0.005980999,0.1400099,0.002871579,0.0002520569,0.001216007,0.0004603526,0.0001602158,0.02003903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01428673,"threshold_uncertainty_score":0.04669565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05489138199231431,"score_gpt":0.318964518289103,"score_spread":0.2640731362967887,"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."}}