{"id":"W4285383484","doi":"10.32920/14753784.v1","title":"Cyberbullying at Work: In Search of Effective Guidance","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Public relations; Terminology; Work (physics); Business; Space (punctuation); Emerging technologies; Political science; Engineering ethics; Internet privacy; Knowledge management; Engineering; Law; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00963736,0.001289786,0.001730939,0.004887984,0.0116947,0.01579367,0.003246071,0.0168248,0.00747575],"category_scores_gemma":[0.02307964,0.0007617087,0.0006853091,0.001368717,0.01847799,0.01436121,0.01192847,0.02238002,0.002626971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008494709,"about_ca_system_score_gemma":0.04361298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02438736,"about_ca_topic_score_gemma":0.042014,"domain_scores_codex":[0.9926512,0.004143134,0.0003164012,0.0005915223,0.001102624,0.001195199],"domain_scores_gemma":[0.9845198,0.008119818,0.000875055,0.0003757621,0.001983404,0.004126051],"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":[0.0001336514,0.001511341,0.01889095,0.004463875,0.00009237476,0.003511372,0.2556244,0.000863732,0.001290334,0.1220789,0.1811637,0.4103753],"study_design_scores_gemma":[0.00007238876,0.0002375841,0.0137705,0.01306255,0.00004207113,0.00148918,0.5670596,0.0006695937,0.0004662216,0.1412291,0.2617556,0.0001455927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02976715,0.06616909,0.009913046,0.8189805,0.003977025,0.0002500982,0.0001243136,0.0003207977,0.07049802],"genre_scores_gemma":[0.6988485,0.165933,0.01960433,0.07961004,0.004765687,0.001060863,0.0002834205,0.0001834318,0.02971075],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02438736,"threshold_uncertainty_score":0.06163371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031442189684581,"score_gpt":0.3390756797260179,"score_spread":0.3076334900414369,"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."}}