{"id":"W1591669698","doi":"10.25071/1920-7336.39616","title":"In the Wake of Irregular Arrivals: Changes to the Canadian Immigration Detention System","year":2014,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Immigration detention; Promulgation; Immigration; Political science; Government (linguistics); Public administration; Law","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":[0.0034665,0.0001551674,0.0002133653,0.0002556765,0.00117931,0.0001836824,0.0005523065,0.0001164818,0.00006324993],"category_scores_gemma":[0.0003926507,0.00009121835,0.00007806364,0.0005683035,0.00006299006,0.0001784115,0.000007846457,0.0003342377,0.00001043007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596462,"about_ca_system_score_gemma":0.001562713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6114447,"about_ca_topic_score_gemma":0.999409,"domain_scores_codex":[0.996709,0.001122155,0.0004467404,0.0001847306,0.001119012,0.0004183946],"domain_scores_gemma":[0.9986777,0.0001127027,0.0003048929,0.0003097629,0.0003217896,0.0002730945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002014573,0.00001730481,0.0002819281,0.00001862576,0.00001787525,0.00001230766,0.001636348,0.0001270842,0.0002908698,0.9903189,0.005746702,0.001511894],"study_design_scores_gemma":[0.0001222573,0.0001104922,0.002606216,0.0001159386,0.00001622892,0.00001873742,0.0006783923,0.0001935675,0.0002444624,0.0002972151,0.9954812,0.0001152979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761508,0.0002416818,0.0001985568,0.02002968,0.001334715,0.0005408403,0.00002311146,0.00001151489,0.001469081],"genre_scores_gemma":[0.9942829,0.00005869635,0.00003840116,0.004112472,0.0008925796,0.00002689048,0.00001018873,0.00001220559,0.0005656608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9900217,"threshold_uncertainty_score":0.9070419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152700582329859,"score_gpt":0.2579105362463437,"score_spread":0.2463835304230451,"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."}}