{"id":"W4386896739","doi":"10.1177/14624745231200787","title":"The next jailor: An empirical study of danger to the public immigration detentions in Canada (summer 2021)","year":2023,"lang":"en","type":"article","venue":"Punishment & Society","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Immigration; Immigration law; Law enforcement; Political science; Criminology; Conviction; Context (archaeology); Law; Immigration policy; Enforcement; Immigration and crime; Sociology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000906336,0.0001086124,0.0001269543,0.00003072458,0.0004506407,0.00006000344,0.0002885862,0.00004961785,0.0002250053],"category_scores_gemma":[0.00002766304,0.00006934097,0.00006984611,0.0008808298,0.00002917789,0.0001050024,0.00004976234,0.0002064069,0.00007218996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002381504,"about_ca_system_score_gemma":0.0004019684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5268455,"about_ca_topic_score_gemma":0.9892653,"domain_scores_codex":[0.9982513,0.000326476,0.0003923206,0.0002610894,0.000361135,0.0004076808],"domain_scores_gemma":[0.998965,0.0002057091,0.00008905285,0.0005131962,0.00009182014,0.0001352497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002201675,0.0005191118,0.3291649,0.000007498515,0.00009571707,0.00000235888,0.1029136,0.00002983214,0.0000248177,0.000460202,0.5510495,0.01571043],"study_design_scores_gemma":[0.0004084835,0.0001397346,0.6890258,0.000002607464,0.00001466672,5.405406e-7,0.2380599,0.0004599221,0.000003944413,0.00004514255,0.07176306,0.00007612641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726529,0.0001524941,0.00003674205,0.02535389,0.0006248027,0.0008874111,0.00001870435,0.00001887257,0.0002542143],"genre_scores_gemma":[0.9972655,0.00008784315,0.00001852818,0.001439966,0.0001108312,0.00047312,0.00005254128,0.0000115311,0.0005401667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4792864,"threshold_uncertainty_score":0.4763053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07810989424757592,"score_gpt":0.368144652678733,"score_spread":0.2900347584311571,"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."}}