{"id":"W2901141344","doi":"10.22215/etd/2017-11743","title":"Toxic Work Environments","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Work (physics); Promotion (chess); Psychology; Psychological intervention; Variety (cybernetics); Distress; Public relations; Engineering; Political science; Computer science; Clinical psychology","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":[0.002916079,0.0003701418,0.0003167396,0.001050207,0.003606309,0.006627007,0.000778353,0.001872247,0.004325779],"category_scores_gemma":[0.003341011,0.0002007129,0.0004499045,0.00100296,0.008259075,0.002057127,0.006630775,0.001718701,0.00042994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894482,"about_ca_system_score_gemma":0.003724799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102698,"about_ca_topic_score_gemma":0.003080995,"domain_scores_codex":[0.9964452,0.001468746,0.0001531901,0.0003711798,0.001133071,0.0004285728],"domain_scores_gemma":[0.995956,0.001310097,0.001020112,0.0004453534,0.0008165376,0.0004519036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002713401,0.0004101753,0.02494804,0.001459164,0.00006560627,0.003507706,0.05024098,0.002460421,0.01161112,0.8106287,0.01229058,0.0821061],"study_design_scores_gemma":[0.00004632949,0.00123192,0.03374178,0.002841458,0.0001031004,0.006520999,0.09714135,0.001072695,0.01420301,0.3064296,0.5365216,0.0001461441],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4321055,0.01502794,0.04886667,0.04453502,0.001584199,0.0004458584,0.0003732865,0.0001877007,0.456874],"genre_scores_gemma":[0.9581258,0.008984575,0.004645194,0.003410586,0.0002438881,0.0001249774,0.0000854058,0.00002509705,0.02435457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006627007,"threshold_uncertainty_score":0.01542193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146378857746099,"score_gpt":0.531823526525091,"score_spread":0.4171856407504811,"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."}}