{"id":"W127097073","doi":"","title":"Killing Ourselves: Depression as an Institutional, Workplace and Professionalism Problem","year":2012,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Depression (economics); Institution; Liberian dollar; Psychology; Political science; Public relations; Law; Sociology; Business; Economics; Finance","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":[0.001645106,0.0001491933,0.0002730351,0.0006458311,0.004584963,0.003183606,0.0006694679,0.003356977,0.001471671],"category_scores_gemma":[0.003968455,0.0001763065,0.0002049594,0.0006009117,0.01111766,0.003200954,0.003004629,0.0042233,0.0002029993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002441772,"about_ca_system_score_gemma":0.00256539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004949035,"about_ca_topic_score_gemma":0.008421789,"domain_scores_codex":[0.9979665,0.001042497,0.00008124713,0.0001409072,0.00034827,0.0004206639],"domain_scores_gemma":[0.9980268,0.0006801612,0.0004748422,0.0001034104,0.0002080346,0.0005066918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008330814,0.0008694263,0.09394765,0.0002478919,0.00005881091,0.01547226,0.3631185,0.0003000508,0.002894003,0.2554175,0.05278985,0.2148008],"study_design_scores_gemma":[0.00008551415,0.0003995631,0.07531596,0.0005283169,0.00003756816,0.03489754,0.6349095,0.001246114,0.0008787862,0.1417691,0.1098526,0.000079353],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6453212,0.008680234,0.002381953,0.2934775,0.0005380977,0.00003757077,0.00002504685,0.00003334505,0.04950505],"genre_scores_gemma":[0.9828779,0.00225923,0.0004436047,0.01099349,0.0002244001,0.00001596874,0.000007712558,0.000005655029,0.003172127],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004949035,"threshold_uncertainty_score":0.01771641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1871533906453454,"score_gpt":0.4297225796756863,"score_spread":0.2425691890303409,"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."}}