{"id":"W7018582367","doi":"","title":"Dismantling Detention: International Alternatives to Detaining Immigrants","year":2021,"lang":"en","type":"report","venue":"Issue Lab (Candid)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Immigration detention; Enforcement; Refugee; Dignity; Asylum seeker; Best practice; Deportation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001282019,0.0009077698,0.001242224,0.0009426227,0.0002799234,0.0005888011,0.001244868,0.0004488842,0.003713693],"category_scores_gemma":[0.001781742,0.0009644588,0.0005280339,0.0008092044,0.0001060828,0.0003712289,0.0008403916,0.00093825,0.005247081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189605,"about_ca_system_score_gemma":0.00128113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005080461,"about_ca_topic_score_gemma":0.005348845,"domain_scores_codex":[0.9925205,0.0002338852,0.001274664,0.001607051,0.003259037,0.001104911],"domain_scores_gemma":[0.9955806,0.0001855012,0.0009596916,0.001000542,0.001751876,0.0005218481],"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":[0.0009508915,0.001353346,0.1305897,0.001677541,0.01205605,0.01523245,0.01664866,0.002054298,0.01564277,0.0005860592,0.5776896,0.2255186],"study_design_scores_gemma":[0.0009122796,0.0000698119,0.009048331,0.002535232,0.000304741,0.0003552542,0.0008867934,0.0002517044,0.00266779,0.00009192013,0.9816976,0.001178553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2441726,0.02642825,0.003416225,0.002636655,0.0409149,0.003043317,0.00587286,0.002180649,0.6713345],"genre_scores_gemma":[0.7777826,0.004528987,0.004415084,0.000434711,0.01590732,0.0004476609,0.004709063,0.001276589,0.190498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.53361,"threshold_uncertainty_score":0.9992806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0509865286823083,"score_gpt":0.3637763992042518,"score_spread":0.3127898705219435,"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."}}