{"id":"W2911244646","doi":"10.1177/2053168018816228","title":"Politicians in the line of fire: Incivility and the treatment of women on social media","year":2019,"lang":"en","type":"article","venue":"Research & Politics","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":215,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Incivility; Politics; Social media; Face (sociological concept); Public relations; Public opinion; Test (biology); Political science; Sociology; Social psychology; Media studies; Criminology; Psychology; Law; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001905714,0.0000644395,0.0001692414,0.0000839714,0.00009131958,0.00003193922,0.0003832914,0.00004595246,0.000006596983],"category_scores_gemma":[0.0002684568,0.00003499564,0.00003940444,0.0002725387,0.0003577353,0.00004386152,0.00006439643,0.0001581821,0.000009418005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002512912,"about_ca_system_score_gemma":0.0001680242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135004,"about_ca_topic_score_gemma":0.00009347138,"domain_scores_codex":[0.998078,0.0005764092,0.0001774323,0.0001434796,0.0005439639,0.0004807121],"domain_scores_gemma":[0.9978403,0.001588517,0.00003682332,0.0003747037,0.0001018579,0.00005776969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001287553,0.0007362202,0.001827119,0.0000801511,0.00003469164,0.000008083167,0.09418649,0.000009495991,0.0002668956,0.8673975,0.00008286581,0.03524173],"study_design_scores_gemma":[0.01578228,0.01116991,0.3581865,0.0002287927,0.00003141219,0.00003229531,0.03153117,0.02958838,0.04716418,0.4781056,0.02749741,0.0006820479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995884,0.00007432112,0.00002327483,0.00197973,0.00005050205,0.0002765238,0.000009353489,0.000006849223,0.001695466],"genre_scores_gemma":[0.9995245,0.0001304628,0.00004198509,0.00006832341,0.00009558412,0.00002020967,8.359473e-7,0.000003335025,0.0001147783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3892919,"threshold_uncertainty_score":0.1715795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0630384512932419,"score_gpt":0.3518732818706828,"score_spread":0.2888348305774409,"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."}}