{"id":"W7117286997","doi":"","title":"Workplace Incivility in Canadian Post-Secondary Institutions","year":2025,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incivility; Covert; Exploratory research; Anxiety; Coping (psychology); Occupational stress; Grounded theory; Qualitative research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002603275,0.0001106421,0.0002015197,0.0008443461,0.00105564,0.00002777297,0.000732353,0.0002233335,0.001556319],"category_scores_gemma":[0.0000276049,0.000168345,0.0001045503,0.001744919,0.00070217,0.001962257,0.0002044433,0.0003145436,0.0000437813],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004330779,"about_ca_system_score_gemma":0.009611869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8053586,"about_ca_topic_score_gemma":0.9719886,"domain_scores_codex":[0.9988325,0.0001978995,0.00009218321,0.0002813711,0.0001525169,0.0004435334],"domain_scores_gemma":[0.9992713,0.0001060263,0.0000600813,0.0002208577,0.00006212937,0.0002795588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002572483,0.0001625155,0.8530762,0.00008429064,0.00006570855,0.0003766998,0.1055457,0.00009108944,0.00005407806,0.02923597,0.005178151,0.005872384],"study_design_scores_gemma":[0.0005576139,0.00001625925,0.07916404,0.0001813009,0.00002375713,3.063587e-7,0.6010382,0.0000138324,0.0000201206,0.0005854606,0.3182123,0.0001868935],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7784695,0.00009241388,0.00008491928,0.00861674,0.0001557801,0.0002051899,0.00009308803,0.00008974335,0.2121926],"genre_scores_gemma":[0.9644625,0.0001587949,0.0006415271,0.0002849303,0.00001620008,2.883802e-8,0.00003150845,0.000003558035,0.03440091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7739122,"threshold_uncertainty_score":0.9993564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00865853553963423,"score_gpt":0.2087760051199449,"score_spread":0.2001174695803107,"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."}}