{"id":"W2971827280","doi":"10.18192/jpp.v28i1.4347","title":"Reimagining Prison Research from the Inside-Out","year":2019,"lang":"en","type":"article","venue":"Journal of Prisoners on Prisons","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Prison; Criminology; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.35838,0.001704241,0.004739964,0.0178638,0.01718624,0.04087546,0.006690636,0.00956954,0.006720602],"category_scores_gemma":[0.412348,0.001944105,0.001848068,0.00966455,0.06301802,0.06001913,0.01921155,0.02025796,0.0008924532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02015357,"about_ca_system_score_gemma":0.06954159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02821595,"about_ca_topic_score_gemma":0.05900677,"domain_scores_codex":[0.708584,0.2615225,0.007373878,0.006378402,0.01160538,0.004535789],"domain_scores_gemma":[0.2929549,0.5796529,0.01224306,0.04382765,0.0561066,0.015215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000466863,0.0004821072,0.01814224,0.005915885,0.0006819828,0.0002971607,0.2164001,0.0005384222,0.00101274,0.3727005,0.07749453,0.3058675],"study_design_scores_gemma":[0.000143622,0.0003579304,0.01791171,0.04260854,0.0005853972,0.0002812197,0.2353728,0.001153427,0.001256676,0.3515145,0.3485777,0.0002364501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03247065,0.1442934,0.01795608,0.7641401,0.01698343,0.0002388027,0.0003499981,0.0001509527,0.02341652],"genre_scores_gemma":[0.6847484,0.06400236,0.04292648,0.1720246,0.02538754,0.001533714,0.0003606622,0.001077434,0.007938902],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9828138,"threshold_uncertainty_score":0.7912317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09050215778881038,"score_gpt":0.4113363270959107,"score_spread":0.3208341693071003,"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."}}