{"id":"W2023381770","doi":"10.1177/1440783314528594","title":"‘Beauty and bullets’: A content analysis of female offenders and victims in four Canadian newspapers","year":2014,"lang":"en","type":"article","venue":"Journal of sociology","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Newspaper; Context (archaeology); Criminology; Content analysis; Beauty; Sociology; Psychology; Gender studies; Social psychology; Media studies; History; Political science; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002831874,0.0006341756,0.0006777854,0.01299252,0.009576353,0.005335481,0.001218318,0.0008180903,0.002386791],"category_scores_gemma":[0.01434882,0.0005228123,0.0003023974,0.01658695,0.005107581,0.001638069,0.00234688,0.001094308,0.0002038211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02308653,"about_ca_system_score_gemma":0.01683505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7285012,"about_ca_topic_score_gemma":0.8030738,"domain_scores_codex":[0.9971577,0.0006460358,0.0001802345,0.000270926,0.001153591,0.0005915295],"domain_scores_gemma":[0.9852683,0.006929788,0.002727992,0.0003094227,0.004018828,0.0007457446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000111258,0.00007154921,0.04460825,0.0003449442,0.0000174642,0.0009048883,0.9343996,0.00003281039,0.001995677,0.0006403274,0.001292112,0.01558112],"study_design_scores_gemma":[0.000006459265,0.00005184914,0.1872826,0.0002733867,0.00005044728,0.0003068787,0.7922187,0.0001311177,0.0009065441,0.00008186816,0.01864666,0.00004341281],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923103,0.0003647813,0.0001110582,0.0003920123,0.00001886236,0.0001223561,0.0007153073,0.000008063697,0.005957334],"genre_scores_gemma":[0.9937023,0.001288397,0.0005328594,0.0002571962,0.00004757851,0.0002037078,0.0007580779,0.00003189409,0.003177975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2714988,"threshold_uncertainty_score":0.5461954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032543527408755,"score_gpt":0.3434709106720235,"score_spread":0.240216557931148,"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."}}