{"id":"W4281719853","doi":"10.1093/bjsw/bcac104","title":"Beyond the Carceral/Anti-carceral Binary: Considerations for Addressing Gender-based and Sexual Violence","year":2022,"lang":"en","type":"article","venue":"The British Journal of Social Work","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Scholarship; Sociology; Sexual violence; Gender studies; Context (archaeology); Criminology; Reflexivity; Domestic violence; Social work; Political science; Poison control; Social science; Suicide prevention; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001557737,0.00007623815,0.0001826751,0.00002897994,0.01842197,0.000512153,0.0002061647,0.00003565733,0.0001564657],"category_scores_gemma":[0.0002894236,0.0000639088,0.0000782835,0.0003610059,0.0005680183,0.0001419958,0.00007201337,0.0003267685,4.7349e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007662042,"about_ca_system_score_gemma":0.0002613363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002835571,"about_ca_topic_score_gemma":0.0002867446,"domain_scores_codex":[0.9983531,0.0005739751,0.0002651556,0.000102361,0.000473577,0.0002318371],"domain_scores_gemma":[0.9986561,0.0007389865,0.0002582477,0.00004615048,0.0002522819,0.0000482403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005482005,0.0005133497,0.01558527,0.00005235843,0.0008244202,0.0001961511,0.3041701,0.009550742,0.0002654876,0.04131649,0.486373,0.1406044],"study_design_scores_gemma":[0.004422317,0.0005879118,0.09635726,0.0001821991,0.0006060389,0.0004611126,0.6814287,0.0003989906,0.00002666046,0.1142048,0.1004459,0.0008780404],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393805,0.005187278,0.0004101442,0.0507412,0.001277892,0.0005957498,0.00009236323,0.00004024898,0.002274576],"genre_scores_gemma":[0.9968169,0.0001024203,0.0002613259,0.001410889,0.0009923083,0.00002573835,0.000002650389,0.00001147419,0.0003763206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3859271,"threshold_uncertainty_score":0.9828559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08477063786506848,"score_gpt":0.3407582956411085,"score_spread":0.25598765777604,"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."}}