{"id":"W4415971746","doi":"10.29173/cjnser828","title":"Services for Women Leaving Prison in Canada: Results of a Brief Environmental Scan","year":2025,"lang":"en","type":"article","venue":"Canadian journal of nonprofit and social economy research","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Prison; Investment (military); Prison population; Service (business); Population; Order (exchange)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001337945,0.0003437157,0.0005539128,0.003981924,0.004991928,0.002173237,0.001319812,0.0005929134,0.002437202],"category_scores_gemma":[0.005752998,0.0005117389,0.0007712304,0.009330191,0.0008562057,0.0008510011,0.002449431,0.001012896,0.0002783561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05942846,"about_ca_system_score_gemma":0.1582787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995357,"about_ca_topic_score_gemma":0.9985655,"domain_scores_codex":[0.9979292,0.0001659021,0.0001540844,0.0001162635,0.0007706763,0.0008639136],"domain_scores_gemma":[0.9920065,0.0005735182,0.000816359,0.00009383031,0.005497286,0.001012558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002129632,0.0002079706,0.9176493,0.001306253,0.00009161276,0.0008391988,0.0155349,0.0002320013,0.0004075102,0.0004510607,0.01585539,0.04721187],"study_design_scores_gemma":[0.00001685593,0.00007933819,0.9554776,0.0006798861,0.00007345839,0.0001696826,0.02977746,0.000136003,0.0001288753,0.00007065171,0.01335055,0.00003971552],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219437,0.006141662,0.0001935375,0.00694501,0.00006149262,0.001152539,0.04765161,0.00005210252,0.01585827],"genre_scores_gemma":[0.9630567,0.01159263,0.001570033,0.003538335,0.00003171626,0.0007767838,0.01302174,0.00004440683,0.00636768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05942846,"threshold_uncertainty_score":0.4311857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271781746166729,"score_gpt":0.3236949900979555,"score_spread":0.2909771726362882,"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."}}