{"id":"W4309575367","doi":"10.18192/jpp.v31i2.6531","title":"Perspectives on Prison Labour in Canada and Beyond: An Introduction","year":2022,"lang":"en","type":"article","venue":"Journal of Prisoners on Prisons","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; Brock University","funders":"","keywords":"Prison; Political science; Criminology; Sociology; Gender studies; Political economy; Public administration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001313125,0.0001564209,0.0005132621,0.000317437,0.0007152757,0.00001354907,0.0002209079,0.00006232259,0.000416694],"category_scores_gemma":[0.0002254709,0.0001417085,0.0000491644,0.0003372694,0.00003350805,0.0001837091,0.00008190025,0.001784325,0.000002729658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002186927,"about_ca_system_score_gemma":0.001617445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2870907,"about_ca_topic_score_gemma":0.7608435,"domain_scores_codex":[0.9970186,0.001091839,0.0006268309,0.0002497456,0.0006410173,0.0003719881],"domain_scores_gemma":[0.998573,0.0002632596,0.000607246,0.0002020929,0.0001639193,0.0001904893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001827764,0.001443018,0.5535098,0.0001082125,0.0001460947,0.0002327585,0.341158,0.003011601,0.000473141,0.06304065,0.008632287,0.02641669],"study_design_scores_gemma":[0.001518323,0.0009222605,0.108415,0.00002822013,0.00001719605,0.000002405252,0.868346,0.00008016985,0.00003471217,0.0005631373,0.01989055,0.0001820507],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862258,0.0003408421,0.00002249288,0.0114933,0.001073679,0.0002592132,0.00002153595,0.00001181196,0.0005513101],"genre_scores_gemma":[0.9981863,0.0001490829,0.0002429838,0.0004122957,0.0006719934,0.00002760978,0.000002897708,0.00002712791,0.0002797394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5271881,"threshold_uncertainty_score":0.7752102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087241441082981,"score_gpt":0.349705912286887,"score_spread":0.3288334978760572,"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."}}