{"id":"W4410403207","doi":"10.3390/laws14030035","title":"The Banality of Crimmigration—Can Immigration Law Recover Itself?","year":2025,"lang":"en","type":"article","venue":"Laws","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Immigration; Political science; Criminology; Law; Psychology","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":[0.0006205237,0.00005075275,0.00007681522,0.00002004317,0.0005947016,0.00008046113,0.0001628579,0.0000602951,0.00009008359],"category_scores_gemma":[0.0001294053,0.00003802951,0.00005375773,0.00032014,0.0001664109,0.0001021168,0.00001202419,0.00006206841,0.000007244027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005086519,"about_ca_system_score_gemma":0.0001419782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01048951,"about_ca_topic_score_gemma":0.69603,"domain_scores_codex":[0.999185,0.0001950059,0.0002035184,0.0001005033,0.0001960671,0.0001198914],"domain_scores_gemma":[0.9993848,0.0001638989,0.0000806574,0.000173161,0.000169234,0.0000282112],"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":[0.000006250042,0.00001520946,0.0007193143,0.000003387999,0.000009555159,5.806464e-8,0.003888409,0.00001619867,0.0001033306,0.9884915,0.004925443,0.001821395],"study_design_scores_gemma":[0.00009801189,0.000009950275,0.002326065,0.00001003978,0.00001501332,2.944234e-8,0.005535774,0.0006220964,0.0003757317,0.02880483,0.9621409,0.00006156163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3435065,0.0005209304,0.00358865,0.0667295,0.00118766,0.0006541167,0.00004846624,0.0001408387,0.5836233],"genre_scores_gemma":[0.9824225,0.0002368781,0.0001064649,0.001047135,0.00005303778,0.00001043535,0.0000106875,0.000002595031,0.01611029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9596866,"threshold_uncertainty_score":0.9960997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041762584850274,"score_gpt":0.3052920252438703,"score_spread":0.2948743993953675,"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."}}