{"id":"W3121749120","doi":"10.32920/14753784","title":"Cyberbullying at Work: In Search of Effective Guidance","year":2021,"lang":"en","type":"article","venue":"","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":1,"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; Internet privacy; Engineering; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008951811,0.0000507605,0.0001223407,0.00004928679,0.000131344,0.00001996475,0.0001199639,0.0000618696,0.0006288143],"category_scores_gemma":[0.0002265206,0.00004867434,0.00004151547,0.0008711027,0.0001226887,0.00008926734,0.00009650597,0.00009374168,0.00006806293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311449,"about_ca_system_score_gemma":0.000125737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209583,"about_ca_topic_score_gemma":0.003695818,"domain_scores_codex":[0.9989038,0.0002444726,0.0001337235,0.0001702847,0.0002680591,0.0002797102],"domain_scores_gemma":[0.9994033,0.000324722,0.00002648581,0.000109792,0.00008995573,0.00004574839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004164378,0.00006596252,0.9396411,0.00002303548,0.00001008788,0.0000465151,0.0137773,0.0001541956,0.004571348,0.007494675,0.001116363,0.0330578],"study_design_scores_gemma":[0.001649914,0.00008753388,0.6832016,0.002615828,0.00002188672,0.000004317486,0.1038942,0.00009618095,0.1572262,0.001698857,0.04866429,0.0008391475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8717149,0.0004304369,0.00006161837,0.0006535125,0.00008309069,0.0001324332,3.677476e-7,0.0000188947,0.1269047],"genre_scores_gemma":[0.9871943,0.0001173021,0.000657784,0.00008951806,0.00004921524,0.00001218474,6.084783e-7,0.00000418578,0.0118749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2564395,"threshold_uncertainty_score":0.6885076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335178119958322,"score_gpt":0.3254036300190503,"score_spread":0.3020518488194671,"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."}}