{"id":"W4399845262","doi":"10.2139/ssrn.4871399","title":"Why Don't Faculty Members Report Incidents of Online Abuse, and What Can Be Done About it?","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Psychology; Internet privacy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01783324,0.0002751225,0.001159278,0.001779112,0.00451402,0.008111401,0.001829232,0.00589797,0.006720655],"category_scores_gemma":[0.174169,0.0005593304,0.0007064359,0.002565423,0.005606629,0.01056961,0.00167988,0.005750078,0.002144502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002976868,"about_ca_system_score_gemma":0.01016998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03596782,"about_ca_topic_score_gemma":0.06338073,"domain_scores_codex":[0.9874986,0.004540944,0.001152126,0.001075535,0.003813005,0.001919812],"domain_scores_gemma":[0.8522692,0.05012913,0.04021314,0.005606805,0.03993779,0.01184388],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002328858,0.0005834443,0.7454852,0.001455115,0.0003414771,0.0004855838,0.03350519,0.00007813578,0.0003133243,0.002725887,0.06085418,0.1539394],"study_design_scores_gemma":[0.00005764524,0.0002382148,0.7409269,0.005655757,0.00040432,0.001086868,0.2089732,0.0003095937,0.0007174097,0.006046965,0.03540914,0.0001740397],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5227175,0.02165895,0.001438858,0.4266861,0.003637103,0.0001406085,0.0009253153,0.0001231993,0.02267243],"genre_scores_gemma":[0.9537053,0.01155658,0.0007864707,0.02919421,0.001503578,0.0001044145,0.0003161195,0.00007654705,0.002756714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9821668,"threshold_uncertainty_score":0.09431225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115289536586149,"score_gpt":0.3303032948003233,"score_spread":0.3091503994344618,"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."}}