{"id":"W4405719324","doi":"10.1093/bjc/azae095","title":"Vulnerability, Immigration Detention and (Carceral) Reform","year":2024,"lang":"en","type":"article","venue":"The British Journal of Criminology","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Immigration detention; Immigration; Vulnerability (computing); Criminology; Political science; Immigration reform; Sociology; Computer security; Immigration policy; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005616496,0.0001684258,0.0003096026,0.000945783,0.01089007,0.005624464,0.0007981316,0.004317165,0.005620276],"category_scores_gemma":[0.01134469,0.0001365295,0.0002281075,0.0008383968,0.02506579,0.002272266,0.009713865,0.004509549,0.0002911268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01590821,"about_ca_system_score_gemma":0.01558452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08975425,"about_ca_topic_score_gemma":0.1255656,"domain_scores_codex":[0.9926227,0.003681688,0.0001689622,0.0004227831,0.000778336,0.002325433],"domain_scores_gemma":[0.9958423,0.001504968,0.0006370338,0.0002430659,0.0005791805,0.001193502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003833456,0.00005007853,0.004600139,0.0001044248,0.000007634466,0.0005221862,0.05228725,0.0004448448,0.000225328,0.9126458,0.01180479,0.01726922],"study_design_scores_gemma":[0.00005181047,0.0002513459,0.04821755,0.001969482,0.00003001914,0.0007532861,0.1417626,0.001129872,0.0004589245,0.2659251,0.5393391,0.0001109504],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.38687,0.008350833,0.002396241,0.2919517,0.0008613847,0.00007628356,0.00005703597,0.00003479633,0.3094018],"genre_scores_gemma":[0.9790201,0.0008175553,0.0002300593,0.008800229,0.0001190641,0.00002637697,0.00001011547,0.000007205355,0.01096943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08975425,"threshold_uncertainty_score":0.1784636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04071198518312957,"score_gpt":0.3214294722008576,"score_spread":0.280717487017728,"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."}}