{"id":"W7127261451","doi":"","title":"Sad, Mad, Bad and Doubly Deviant: Media Depictions of Female Killers","year":2025,"lang":"","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Commit; Narrative; Masculinity; Print media; Critical discourse analysis; Popular media; News media; Discourse analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008019361,0.0006255908,0.0001955637,0.002824215,0.003291301,0.003449077,0.0003438503,0.0009025722,0.002896124],"category_scores_gemma":[0.003224162,0.0002159803,0.0001651465,0.001416747,0.00324975,0.002639549,0.001902224,0.001000543,0.0004213369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185286,"about_ca_system_score_gemma":0.0004409246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008953647,"about_ca_topic_score_gemma":0.02229272,"domain_scores_codex":[0.999177,0.0004692859,0.00002392704,0.00004905353,0.0001852139,0.00009541816],"domain_scores_gemma":[0.9974493,0.001760142,0.0004401615,0.00007131657,0.0001706432,0.0001083784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002186718,0.0000366748,0.01981423,0.0005518037,0.00003970286,0.003451272,0.9214437,0.00007432326,0.003389866,0.008357429,0.01258499,0.0300373],"study_design_scores_gemma":[0.00001073003,0.00007373319,0.03117142,0.0009658819,0.00005469748,0.003201578,0.8071871,0.000166754,0.001662189,0.0009855875,0.154481,0.00003926928],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9007645,0.007003789,0.0007779647,0.007506,0.0005070851,0.0000346882,0.0005591053,0.00004631006,0.08280049],"genre_scores_gemma":[0.987948,0.003629798,0.0002996472,0.000877486,0.0004066589,0.000025371,0.0001329378,0.00003777987,0.006642355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008953647,"threshold_uncertainty_score":0.01780307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02647850852076561,"score_gpt":0.2604647211964704,"score_spread":0.2339862126757048,"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."}}