{"id":"W4399152969","doi":"10.1353/his.2024.a928540","title":"Penal Servitude: Convicts and Long-Term Imprisonment, 1853–1948 by Helen Johnston, Barry Godfrey and David J. Cox (review)","year":2024,"lang":"en","type":"article","venue":"Histoire sociale","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Imprisonment; Term (time); Criminology; Sociology; Psychoanalysis; Philosophy; History; Law; Political science; Psychology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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"],"consensus_categories":[],"category_scores_codex":[0.000737729,0.0002360324,0.0003709299,0.00003219259,0.001795224,0.0001151291,0.000221238,0.0002619305,0.0007955639],"category_scores_gemma":[0.0000587613,0.0002569681,0.0001412528,0.0002146257,0.001404917,0.0003661267,0.00008347875,0.0003350486,0.00007040802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006378925,"about_ca_system_score_gemma":0.000348367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000970832,"about_ca_topic_score_gemma":0.001065811,"domain_scores_codex":[0.9980884,0.0002287524,0.0003018627,0.0005023101,0.0004263012,0.0004524308],"domain_scores_gemma":[0.9992635,0.00009503095,0.0001065855,0.0001727544,0.00005708397,0.000305057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001357142,0.00009256498,0.01078851,0.001255585,0.0001085365,0.00007130539,0.03812703,5.863179e-8,0.0007480104,0.003825057,0.9253664,0.01960338],"study_design_scores_gemma":[0.0002815017,0.00004324851,0.007556334,0.0004150151,0.0001386074,0.000007743184,0.001383907,0.000002193757,0.00001643375,0.0001296603,0.9896203,0.0004050036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.410078,0.5340291,0.0001092215,0.01820083,0.004007266,0.001754987,0.0003606594,0.0007096539,0.03075032],"genre_scores_gemma":[0.8451706,0.0716645,0.00007703274,0.002474121,0.0006602335,0.0000668028,0.00007781221,0.00005829892,0.0797506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4623646,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602808940422252,"score_gpt":0.2837854211570596,"score_spread":0.2677573317528371,"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."}}