{"id":"W2808952450","doi":"10.1177/1461444818781324","title":"Women scholars’ experiences with online harassment and abuse: Self-protection, resistance, acceptance, and self-blame","year":2018,"lang":"en","type":"article","venue":"New Media & Society","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Harassment; Blame; Scholarship; Resistance (ecology); Psychology; Social psychology; Coping (psychology); Public relations; Criminology; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002630281,0.000222597,0.0002310517,0.00003673519,0.0004695124,0.0001029788,0.0001475848,0.0002026753,0.0007644442],"category_scores_gemma":[0.00001882898,0.0001737646,0.00003448801,0.0003624331,0.0002640711,0.0002973314,0.00003873225,0.0002680267,0.00001407625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009742128,"about_ca_system_score_gemma":0.0001059436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002734608,"about_ca_topic_score_gemma":0.0002342681,"domain_scores_codex":[0.9984283,0.00008264174,0.000234763,0.0005496618,0.0003098973,0.0003946813],"domain_scores_gemma":[0.9990711,0.00005344147,0.0001846446,0.0002879255,0.0001417727,0.000261103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001652653,0.0003120313,0.01806721,0.00004510198,0.000188721,0.000004523998,0.9303129,3.693274e-7,0.0002361239,0.0001010972,0.04722256,0.003344129],"study_design_scores_gemma":[0.006985604,0.0008287405,0.2538341,0.0003196955,0.0001118356,0.00004638108,0.3323143,0.0002308741,0.0004056958,0.0002933394,0.4037004,0.000929052],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957087,0.001362782,0.0006584717,0.000487664,0.000611206,0.0003380696,0.000007017286,0.0002683366,0.0005577441],"genre_scores_gemma":[0.965676,0.002551429,0.02617065,0.001194151,0.001464394,0.0002230412,0.00001469986,0.00004997297,0.00265565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5979986,"threshold_uncertainty_score":0.8370128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608227291383977,"score_gpt":0.2745046949888311,"score_spread":0.2584224220749913,"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."}}