{"id":"W2990898805","doi":"10.3389/fpsyt.2019.00875","title":"Women Offenders Under Community Supervision: Comparing the Profiles of Returners and Non-Returners to Federal Prison","year":2019,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Prison; Mental health; Context (archaeology); Demographics; Psychology; Addiction; Criminology; Political science; Psychiatry; Sociology; Geography; Demography","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":[0.0006341049,0.0002044389,0.0002730445,0.001419627,0.002609688,0.001218598,0.0006604481,0.0003498813,0.001633635],"category_scores_gemma":[0.00303752,0.0001894002,0.0002271521,0.0009848258,0.0007677916,0.000672168,0.001258419,0.000635302,0.0001924843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003936144,"about_ca_system_score_gemma":0.004921257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4043151,"about_ca_topic_score_gemma":0.6721381,"domain_scores_codex":[0.9992792,0.0000909879,0.00003707455,0.00006868422,0.0001291492,0.0003950111],"domain_scores_gemma":[0.999018,0.00006675093,0.0003171162,0.00003581329,0.0002155538,0.0003467436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001155399,0.00006875509,0.9723377,0.00002007037,0.00001060006,0.0004054436,0.01466518,0.00002013406,0.0002836303,0.0001310428,0.0004164984,0.01152554],"study_design_scores_gemma":[0.000001920884,0.00008757841,0.9588385,0.00003763814,0.000005457461,0.0002729575,0.04003786,0.00003966491,0.00005442666,0.00004065153,0.0005760186,0.000007302402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990816,0.00008201027,0.00002388987,0.000130356,0.000003121342,0.00001680293,0.00007081588,0.000001693957,0.0005897516],"genre_scores_gemma":[0.9987487,0.0001959449,0.00006752497,0.00004145123,0.0000032425,0.00001485174,0.0001584432,0.000002219617,0.0007676751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4043151,"threshold_uncertainty_score":0.8039234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126385077841576,"score_gpt":0.2866668251019047,"score_spread":0.2654029743234889,"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."}}