{"id":"W4386778609","doi":"10.1017/s1743923x23000429","title":"Violence against Women in Politics: An Urgent Problem the Political Science Community Must Take Seriously","year":2023,"lang":"en","type":"article","venue":"Politics & Gender","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Politics; Content (measure theory); Action (physics); Political science; Content analysis; Public relations; Sociology; Law; Social science; Physics","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":[0.01620299,0.000476366,0.001562688,0.001183154,0.009900956,0.01427163,0.001506358,0.0158822,0.0117708],"category_scores_gemma":[0.0230891,0.0003653998,0.0005642263,0.002081593,0.02149918,0.01247899,0.005710906,0.0128936,0.001879471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0047163,"about_ca_system_score_gemma":0.01228492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069462,"about_ca_topic_score_gemma":0.01877232,"domain_scores_codex":[0.9821579,0.01283973,0.0003190572,0.000523057,0.001807088,0.002353131],"domain_scores_gemma":[0.9740437,0.01713228,0.001607234,0.0008177201,0.001849778,0.004549209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008288609,0.0001473638,0.006375282,0.001244951,0.00007833463,0.0006411254,0.02938322,0.0001998859,0.0003444338,0.4075216,0.4222908,0.13169],"study_design_scores_gemma":[0.00004051494,0.0001087592,0.007610162,0.005951178,0.00005158814,0.0008376669,0.1037389,0.0002200961,0.0003726285,0.2509895,0.629995,0.00008389456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005008129,0.03547732,0.0002942766,0.9407557,0.002844253,0.000006731921,0.000029082,0.00001202994,0.01557253],"genre_scores_gemma":[0.4505609,0.1499827,0.00181833,0.3478183,0.02288469,0.0001314246,0.0001443728,0.0001189038,0.02654042],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01620299,"threshold_uncertainty_score":0.08569062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08707627910245493,"score_gpt":0.3728906898430576,"score_spread":0.2858144107406027,"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."}}