{"id":"W4401798306","doi":"10.1016/j.chbr.2024.100469","title":"Why don't faculty members report incidents of online abuse and what can be done about it?","year":2024,"lang":"en","type":"article","venue":"Computers in Human Behavior Reports","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.02361709,0.0003370712,0.0007709647,0.002041385,0.007159388,0.009210105,0.001918754,0.003804331,0.002809531],"category_scores_gemma":[0.1404353,0.0005349464,0.0006705981,0.00303529,0.01056287,0.01166526,0.002918507,0.00274525,0.0009408211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005666683,"about_ca_system_score_gemma":0.01105955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01809569,"about_ca_topic_score_gemma":0.02481236,"domain_scores_codex":[0.9700934,0.01584061,0.002393748,0.001880847,0.006009205,0.003782274],"domain_scores_gemma":[0.898656,0.04057306,0.0325736,0.00550606,0.01689436,0.005796992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000110978,0.0002558042,0.4773685,0.001640646,0.0001964985,0.001451534,0.3242713,0.0001568266,0.000925102,0.005034583,0.01888212,0.1697062],"study_design_scores_gemma":[0.00001304005,0.0001248117,0.1357274,0.002571006,0.0000925906,0.001683057,0.8263959,0.0002357746,0.001176329,0.003433796,0.02844866,0.00009756042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8212342,0.01020619,0.003290469,0.1504463,0.0009999593,0.0001339401,0.0001918816,0.0001504178,0.01334672],"genre_scores_gemma":[0.9883575,0.003316492,0.0007992589,0.006500436,0.000161709,0.00005711076,0.0000460185,0.0000320442,0.0007294953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02361709,"threshold_uncertainty_score":0.1249006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04244612108367513,"score_gpt":0.3638820529664865,"score_spread":0.3214359318828114,"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."}}