{"id":"W2913320795","doi":"10.3167/arms.2018.010108","title":"Re/Making Immigration Policy through Practice","year":2018,"lang":"en","type":"article","venue":"Migration and Society","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Refugee; Immigration; Statutory law; Immigration law; Political science; Enforcement; Law; Immigration policy; Seekers; Social work; Sociology; Criminology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008075287,0.0001203104,0.000111119,0.00003508303,0.001541802,0.0002811104,0.00008850956,0.000181919,0.0001649205],"category_scores_gemma":[0.0006548268,0.0001116498,0.00009352692,0.0004366457,0.0003373236,0.001527276,0.00001580263,0.000119346,0.00004924346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001533174,"about_ca_system_score_gemma":0.0002652309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00886212,"about_ca_topic_score_gemma":0.07820524,"domain_scores_codex":[0.9986594,0.000235149,0.0002491186,0.0002559772,0.0003665702,0.000233745],"domain_scores_gemma":[0.9990357,0.000117359,0.0001654999,0.000142744,0.0004764663,0.00006223958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001682038,0.00005530367,0.0009461326,0.000007971094,0.00002627644,1.956934e-7,0.601512,0.000001391024,0.0008095965,0.321338,0.06839,0.006896362],"study_design_scores_gemma":[0.0001647974,0.00008370175,0.001253854,0.00001805102,0.00002101256,9.707815e-7,0.1109978,0.001239781,0.0004720064,0.003472974,0.8821141,0.0001609715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3769404,0.001081144,0.1171301,0.1110582,0.001447552,0.001425283,0.00002511562,0.0007790115,0.3901132],"genre_scores_gemma":[0.9791707,0.001893489,0.006540197,0.006602024,0.002208698,0.00001993841,0.00003390717,0.00001126701,0.0035198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8137241,"threshold_uncertainty_score":0.9997581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02660907464455684,"score_gpt":0.3753755493321421,"score_spread":0.3487664746875852,"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."}}