{"id":"W1833655142","doi":"10.25916/sut.26284765","title":"From jails to healing lodges: evaluating the impact of correctional environments on offender adaptation","year":2003,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Spirituality; Adaptation (eye); Perception; Social psychology; Medicine; Alternative medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002409003,0.0001368665,0.0002723156,0.001061627,0.001127932,0.0000243867,0.0006167067,0.000208782,0.001227702],"category_scores_gemma":[0.001788288,0.0001253992,0.000232311,0.002313989,0.0008141695,0.0001578012,0.0001253098,0.0005606817,0.00005602641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006829294,"about_ca_system_score_gemma":0.0005414914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04561675,"about_ca_topic_score_gemma":0.003086089,"domain_scores_codex":[0.997212,0.0005742488,0.0002407201,0.0003877248,0.001104635,0.0004807058],"domain_scores_gemma":[0.9981741,0.0006613244,0.0001664728,0.0004565704,0.0004113305,0.000130144],"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":[0.002331218,0.003006794,0.03110297,0.00005475357,0.002480553,0.00007024124,0.1647192,0.1440408,0.05367418,0.01821677,0.01575427,0.5645483],"study_design_scores_gemma":[0.0008448273,0.001884249,0.003651777,0.0001780769,0.0002307993,0.000002599186,0.9752063,0.003397275,0.003433907,0.003883685,0.007006127,0.0002803682],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892966,0.0001519347,0.00473188,0.001001759,0.0001275199,0.0003801989,0.00001948754,0.00003842622,0.004252228],"genre_scores_gemma":[0.997153,0.000222944,0.001165056,0.00001081836,0.00005741083,0.000002453867,0.000006457607,0.00000915613,0.001372707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8104872,"threshold_uncertainty_score":0.9996853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.125480470850158,"score_gpt":0.4151881854717679,"score_spread":0.2897077146216099,"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."}}