{"id":"W4414901790","doi":"10.1177/1037969x251385771","title":"When reform kills: The implications of bail reform for First Nations women in Victoria, Australia","year":2025,"lang":"en","type":"article","venue":"Alternative Law Journal","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantage; Government (linguistics); Population; Law reform; Project commissioning","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":[0.008477564,0.0002503001,0.0006447029,0.001087133,0.03364949,0.01101907,0.002575424,0.009439112,0.005768494],"category_scores_gemma":[0.01940259,0.0007559533,0.0004813082,0.001255036,0.02597024,0.008850119,0.01333254,0.01533039,0.0003364992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04784573,"about_ca_system_score_gemma":0.05246696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5649868,"about_ca_topic_score_gemma":0.6972663,"domain_scores_codex":[0.9852448,0.005698652,0.000200034,0.0006151657,0.001220744,0.007020588],"domain_scores_gemma":[0.9936977,0.001926083,0.001016823,0.0001647908,0.0007353832,0.002459231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007466784,0.0001597929,0.01439784,0.0001950337,0.0000225107,0.00281353,0.6735252,0.0002593107,0.0005648358,0.2671356,0.01661925,0.02423241],"study_design_scores_gemma":[0.00002758262,0.0001565987,0.04639544,0.0007726587,0.00002732622,0.0004265223,0.7976207,0.0004598252,0.0003066347,0.02520462,0.1285069,0.00009516853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6308426,0.004807627,0.0005510453,0.2820272,0.0004277742,0.0001269676,0.00005031855,0.00001254767,0.08115399],"genre_scores_gemma":[0.9565049,0.001584346,0.0002002221,0.02506971,0.00007790119,0.00007747444,0.00001386533,0.00001498888,0.01645654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5649868,"threshold_uncertainty_score":0.8751501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04577945442189538,"score_gpt":0.3694297244125607,"score_spread":0.3236502699906653,"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."}}