{"id":"W4320729734","doi":"10.1177/00328855231154794","title":"Canadian Prison Environments: A Mixed Methods Analysis","year":2023,"lang":"en","type":"article","venue":"The Prison Journal","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Winnipeg","funders":"","keywords":"Prison; Qualitative research; Qualitative property; Psychology; Perception; Likert scale; Criminology; Sociology; Computer science; Social science; Developmental psychology","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":[0.031799,0.001321702,0.002109828,0.01360114,0.01304797,0.004841215,0.003693765,0.001013979,0.009019691],"category_scores_gemma":[0.03640395,0.001235545,0.003010192,0.01729123,0.001662672,0.0009702727,0.003673387,0.00138543,0.0005004181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08814228,"about_ca_system_score_gemma":0.1562394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9758077,"about_ca_topic_score_gemma":0.9804105,"domain_scores_codex":[0.9606492,0.01330485,0.002397494,0.003082815,0.0169296,0.003636113],"domain_scores_gemma":[0.9735838,0.006734806,0.001497642,0.001072419,0.01633583,0.0007755163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001343008,0.001394977,0.3339267,0.008574545,0.002813355,0.001145644,0.1049614,0.004116451,0.002892027,0.02969813,0.04284395,0.4662898],"study_design_scores_gemma":[0.0006716933,0.002099605,0.6408803,0.005311642,0.003012035,0.0002517349,0.1382998,0.01628283,0.002357491,0.004725674,0.1853784,0.0007286553],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6849587,0.009440267,0.08766274,0.004450298,0.0008190008,0.09867597,0.06049258,0.0007399873,0.05276051],"genre_scores_gemma":[0.5899919,0.005557762,0.2586722,0.00271485,0.0001747328,0.1078016,0.01320578,0.0003395029,0.02154159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08814228,"threshold_uncertainty_score":0.6395199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347793991863959,"score_gpt":0.3747132430525772,"score_spread":0.3399338438661813,"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."}}