{"id":"W1981966100","doi":"10.1177/1069072713487500","title":"An Analysis of Work Engagement Among Workers With Mental Disorders Recently Integrated to Work","year":2013,"lang":"en","type":"article","venue":"Journal of Career Assessment","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Disability Prevention and Rehabilitation; Université de Sherbrooke","funders":"","keywords":"Work engagement; Nomological network; Psychology; Path analysis (statistics); Confirmatory factor analysis; Construct validity; Scale (ratio); Social support; Work (physics); Clinical psychology; Psychometrics; Social psychology; Structural equation modeling","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002220061,0.0002694635,0.0007981843,0.000783339,0.0003784925,0.00004050115,0.0004035753,0.0001510244,0.001427781],"category_scores_gemma":[0.00005406194,0.0001893279,0.0002157886,0.002293701,0.00005928764,0.0003712621,0.0000794614,0.001243352,0.00001684986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008833049,"about_ca_system_score_gemma":0.0006794787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006709358,"about_ca_topic_score_gemma":0.0008880076,"domain_scores_codex":[0.9955317,0.00112585,0.001391644,0.00026472,0.0009969139,0.0006891166],"domain_scores_gemma":[0.9966006,0.0003766207,0.001126951,0.0004144878,0.0007295974,0.0007516994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003550218,0.0002019329,0.9570849,0.00004710666,0.0009914004,0.000005083918,0.00639304,0.005204154,0.00001826286,0.00002916652,0.01489499,0.01477493],"study_design_scores_gemma":[0.001009349,0.0006161754,0.9563701,0.001018361,0.0006674065,3.54669e-7,0.03455975,0.0002998229,0.000007976316,0.00002731062,0.005221159,0.0002022332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859884,0.0001093118,0.005400473,0.00382887,0.0007901083,0.001291896,0.000005695769,0.00002478734,0.002560441],"genre_scores_gemma":[0.9885336,0.0001138983,0.009884537,0.0008299815,0.0001401079,0.0001065172,0.00002942925,0.00003728916,0.0003246675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02816671,"threshold_uncertainty_score":0.9994851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513125409624763,"score_gpt":0.3856567408801477,"score_spread":0.3605254867839001,"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."}}