{"id":"W4323352469","doi":"10.32920/22229278","title":"Cyberbullying at Work: In Search of Effective Guidance","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Legislation; Public relations; Terminology; Work (physics); Business; Space (punctuation); Emerging technologies; Political science; Engineering; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.009990416,0.001203198,0.001782604,0.004739944,0.01292286,0.01486951,0.003482865,0.01803847,0.009249721],"category_scores_gemma":[0.02377411,0.0007971005,0.0007777135,0.001466458,0.01705367,0.01400131,0.0133668,0.02236059,0.002722575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008578523,"about_ca_system_score_gemma":0.04297639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01983063,"about_ca_topic_score_gemma":0.03563675,"domain_scores_codex":[0.9918106,0.00476904,0.0003619979,0.0006144753,0.001059136,0.001384772],"domain_scores_gemma":[0.981055,0.009906962,0.001043721,0.0004407175,0.002088093,0.005465579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001442979,0.001524695,0.01656961,0.004692135,0.00008475721,0.003790591,0.2471112,0.0006841746,0.001018025,0.08289786,0.2024918,0.4389907],"study_design_scores_gemma":[0.0000861322,0.0002691137,0.01315096,0.01511904,0.00004286134,0.001555609,0.6390581,0.0006030328,0.000411427,0.09724334,0.2323155,0.0001447964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0275776,0.06927045,0.006476441,0.8322085,0.003886376,0.0002203517,0.00009887223,0.000254267,0.06000713],"genre_scores_gemma":[0.6803131,0.1705062,0.0148579,0.09903708,0.005116456,0.001233499,0.0002638479,0.0001677642,0.0285042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01983063,"threshold_uncertainty_score":0.06224185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0588058750091103,"score_gpt":0.3636768521065473,"score_spread":0.304870977097437,"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."}}