{"id":"W4234755577","doi":"10.24908/pceea.vi0.13883","title":"STRATEGIES FOR INSTRUCTOR PROTECTION FROM FALSE AND FRIVOLOUS HUMAN RIGHTS COMPLAINTS","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Complaint; Blame; Mobbing; False accusation; Psychology; Public relations; Human rights; Institution; Work (physics); Social psychology; Medical education; Pedagogy; Political science; Law; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03593938,0.001140989,0.0006673955,0.003424523,0.009764972,0.01032591,0.004625457,0.006115888,0.00673128],"category_scores_gemma":[0.1114358,0.0005886464,0.000770828,0.0008981276,0.007859224,0.008975019,0.008992671,0.006777127,0.001747848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002650348,"about_ca_system_score_gemma":0.009163282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150603,"about_ca_topic_score_gemma":0.002793307,"domain_scores_codex":[0.9629458,0.02630808,0.001125628,0.00193156,0.005240973,0.002447925],"domain_scores_gemma":[0.8668033,0.09859454,0.01180771,0.009774072,0.008415867,0.004604422],"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":[0.0002743896,0.001508332,0.0229563,0.001262687,0.0001300976,0.001917908,0.2867809,0.001096755,0.01191691,0.0557319,0.03936799,0.5770558],"study_design_scores_gemma":[0.0003604288,0.002633759,0.03258812,0.004175895,0.0004247981,0.004395929,0.4688251,0.01576368,0.02023006,0.1315397,0.3186444,0.000418132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4166183,0.003807851,0.3072604,0.1339754,0.001569144,0.002863653,0.00006288696,0.003658738,0.1301835],"genre_scores_gemma":[0.8993492,0.001040269,0.07479313,0.007759652,0.0005230592,0.0009664819,0.0000468526,0.0002041813,0.01531719],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03593938,"threshold_uncertainty_score":0.1900679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00894690154938648,"score_gpt":0.2338187621355625,"score_spread":0.224871860586176,"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."}}