{"id":"W7128684402","doi":"10.7202/1123298ar","title":"Silenced Voices: Institutional Responses to Bullying of Deans in Canadian and Australian Universities","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Workplace bullying; Courage; Incivility; Identity (music); Organizational culture; EXPOSE; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01028641,0.0005934224,0.0009498667,0.002191858,0.0333067,0.007531079,0.002551574,0.00353982,0.002418268],"category_scores_gemma":[0.03931443,0.0006051603,0.000393962,0.002580989,0.01927473,0.002457935,0.01447969,0.0063712,0.0002523231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03330809,"about_ca_system_score_gemma":0.03798775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6177831,"about_ca_topic_score_gemma":0.7561475,"domain_scores_codex":[0.9816585,0.00818038,0.000689905,0.001057395,0.003669851,0.004744102],"domain_scores_gemma":[0.9737481,0.009021913,0.004984629,0.000881997,0.004587914,0.00677554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004195395,0.00001373726,0.007286001,0.00006202829,0.000009871241,0.0007080598,0.9854749,0.00003302823,0.0006297794,0.0008752606,0.001213444,0.003651961],"study_design_scores_gemma":[0.000003233857,0.00002856037,0.007555462,0.00009405481,0.00001134896,0.0002218682,0.975531,0.00003970055,0.0003169933,0.0001626345,0.01599429,0.00004081121],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979739,0.001820746,0.0009212527,0.006828309,0.0003286601,0.00005996876,0.0000631471,0.00002726317,0.0102117],"genre_scores_gemma":[0.9939229,0.0007800816,0.0002085499,0.00204606,0.00006192725,0.0000224931,0.00001815468,0.00001563608,0.002924211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3822169,"threshold_uncertainty_score":0.7689357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02224579634288814,"score_gpt":0.3574451892328488,"score_spread":0.3351993928899606,"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."}}