{"id":"W2602615063","doi":"","title":"The prevalence of mental illness within the Indian criminal justice system","year":2017,"lang":"en","type":"book-chapter","venue":"ResearchOnline at James Cook University (James Cook University)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Criminal justice; Mental health; Criminology; Prison; Mental illness; Psychosocial; Social Welfare; Government (linguistics); Political science; Psychiatry; Medicine; Psychology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.001216003,0.0006019837,0.001033187,0.0005824929,0.0155632,0.00009781046,0.003612721,0.0009106507,0.0006929133],"category_scores_gemma":[0.0002304491,0.00048444,0.0004501253,0.0002005014,0.004200823,0.0003851859,0.002809027,0.002484946,0.0002850694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002459876,"about_ca_system_score_gemma":0.002635267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046465,"about_ca_topic_score_gemma":0.01024014,"domain_scores_codex":[0.995061,0.001213116,0.0005535684,0.0008089566,0.001348048,0.001015345],"domain_scores_gemma":[0.9933383,0.001927118,0.001426492,0.001699925,0.001145403,0.0004626898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005603563,0.0002113077,0.002559377,0.02131316,0.001751017,0.003709324,0.1600009,0.00003267338,0.0000469624,0.784952,0.006668237,0.01315154],"study_design_scores_gemma":[0.001165464,0.0001434304,0.0002292917,0.002029009,0.001062768,0.00000305649,0.3125688,0.00007487203,0.00001295084,0.00006449878,0.6821715,0.0004744062],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1067835,0.002630583,0.00006458288,0.001833081,0.002064341,0.004676664,0.003742666,0.0003527141,0.8778518],"genre_scores_gemma":[0.165896,0.008309388,0.00003224132,0.00002690695,0.000339594,0.000001090967,0.00009592312,0.00006870639,0.8252301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7848874,"threshold_uncertainty_score":0.9998164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05600858947133919,"score_gpt":0.3454606040699629,"score_spread":0.2894520145986237,"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."}}