{"id":"W2513659549","doi":"","title":"Effect of Career Counselling on Mental Health: Using A Clinical Change Method","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Clinical psychology; Counseling psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004970192,0.000107688,0.0003308098,0.0001984729,0.000379829,0.0000387204,0.0001613324,0.00009747428,0.00010201],"category_scores_gemma":[0.000004781801,0.00007821304,0.0001291872,0.0001430584,0.0001914248,0.0001214513,1.052217e-7,0.0001254104,0.000001950962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006209445,"about_ca_system_score_gemma":0.0004180429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004213036,"about_ca_topic_score_gemma":0.01508464,"domain_scores_codex":[0.9983655,0.000525697,0.000361317,0.0001341633,0.000324684,0.0002886245],"domain_scores_gemma":[0.9984268,0.0004608989,0.0003179397,0.0000782992,0.0001607897,0.0005552745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001205384,0.00004098281,0.0300444,0.00005303284,0.0002721499,0.00003524566,0.1526214,0.000008085302,0.0001811533,0.002586186,0.006676722,0.8062752],"study_design_scores_gemma":[0.003975591,0.002045569,0.0003888907,0.001296396,0.00004972202,0.00002872188,0.0005564779,0.00004589278,0.0003317427,0.007056541,0.9838603,0.0003641552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9495692,0.01177181,0.03156581,0.003997094,0.002569232,0.0002948392,0.00003985087,0.00000817245,0.0001840232],"genre_scores_gemma":[0.5397701,0.4536816,0.001843693,0.002542587,0.001744044,0.000001647218,0.000001740794,0.00003756887,0.0003770215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9771836,"threshold_uncertainty_score":0.8417581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1385060554706896,"score_gpt":0.4226639629156582,"score_spread":0.2841579074449685,"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."}}