{"id":"W4400084879","doi":"10.1007/978-3-031-61819-2_4","title":"Social Media Hate Against Female Journalists","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Social media; Psychology; Media studies; Sociology; Political science; Social psychology; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0004968098,0.0005236676,0.0001586094,0.001008522,0.002033592,0.003082845,0.0003465636,0.001250224,0.0383016],"category_scores_gemma":[0.00201664,0.000218987,0.0002168798,0.0005590629,0.00106146,0.001846977,0.00101169,0.00110091,0.01017582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006078348,"about_ca_system_score_gemma":0.0003918738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002010066,"about_ca_topic_score_gemma":0.007266955,"domain_scores_codex":[0.9995486,0.0001072246,0.00001024944,0.00004103703,0.0002087918,0.00008407759],"domain_scores_gemma":[0.9988319,0.0007172527,0.0001247862,0.00005967574,0.000162114,0.0001041968],"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":[0.0001522205,0.0002499519,0.00849592,0.0005785266,0.00003807774,0.001172015,0.02062714,0.0001322378,0.009767518,0.08479574,0.3914763,0.4825143],"study_design_scores_gemma":[0.00001101737,0.0002123104,0.02260902,0.0006702644,0.00003529003,0.0020736,0.01273847,0.0004971491,0.007984237,0.006849444,0.9462873,0.00003188152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04063362,0.006623302,0.001047805,0.006547939,0.001830281,0.00003363115,0.0001731815,0.00009365635,0.9430167],"genre_scores_gemma":[0.1624204,0.005224107,0.000615365,0.00258894,0.001404542,0.00002646438,0.0001397847,0.0001032895,0.827477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0383016,"threshold_uncertainty_score":0.1281317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267471711562612,"score_gpt":0.2445922642919133,"score_spread":0.2178450931356521,"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."}}