{"id":"W7070650923","doi":"","title":"Online Violence Against Women in Politics: Canada in a Comparative Perspective","year":2024,"lang":"","type":"preprint","venue":"SocArXiv (OSF Preprints)","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Action (physics); Key (lock); Comparative research; Global South; Domestic violence; Online research methods; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003304816,0.0008043377,0.001347432,0.0005993639,0.0003553763,0.0003176789,0.001494641,0.0006952252,0.002498083],"category_scores_gemma":[0.0008289831,0.0009318332,0.000302667,0.001229822,0.0009718657,0.0001552913,0.002518526,0.003153762,0.002482117],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02048952,"about_ca_system_score_gemma":0.01545438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9557651,"about_ca_topic_score_gemma":0.9520248,"domain_scores_codex":[0.9898808,0.001851574,0.001523289,0.003174086,0.00125208,0.002318192],"domain_scores_gemma":[0.9961627,0.0006613976,0.0004593359,0.001389748,0.0005580548,0.0007687447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006656116,0.001481297,0.0352945,0.0006470756,0.0005421342,0.0004102207,0.8183321,0.02843884,0.00007137855,0.1125823,0.001029758,0.001103806],"study_design_scores_gemma":[0.0006542958,0.000008370715,0.0388153,0.001307041,0.00004603439,0.000002274074,0.5954947,0.006657211,0.0001098721,0.3546538,0.001294801,0.0009562254],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8115254,0.0002557785,0.000008052683,0.002805366,0.001841415,0.001594284,0.0003534408,0.00004540239,0.1815709],"genre_scores_gemma":[0.9873461,0.001732347,0.00006509543,0.0004087541,0.0005537808,0.0004084126,0.00005584253,0.00005489842,0.009374816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2420715,"threshold_uncertainty_score":0.9993132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03920312841181031,"score_gpt":0.3347302726373316,"score_spread":0.2955271442255213,"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."}}