{"id":"W3121782738","doi":"10.1163/15718166-12342076","title":"The Case for ‘Firewall’ Protections for Irregular Migrants","year":2015,"lang":"en","type":"article","venue":"European Journal of Migration and Law","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"European Commission","keywords":"Firewall (physics); Immigration; Enforcement; Political science; Politics; Argument (complex analysis); Law and economics; Public service; Human rights; Criminology; Appeal; Law; Sociology; Business","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":[0.01708673,0.0002950494,0.0004862429,0.000755461,0.01337277,0.01142739,0.00207308,0.01804124,0.00440201],"category_scores_gemma":[0.02863696,0.0005473204,0.000882022,0.0007689939,0.03257619,0.01063764,0.0107724,0.01816227,0.0006348572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003679565,"about_ca_system_score_gemma":0.008458351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00881155,"about_ca_topic_score_gemma":0.008149466,"domain_scores_codex":[0.9871777,0.005944711,0.0006242915,0.001283327,0.001434342,0.003535618],"domain_scores_gemma":[0.9855374,0.006834368,0.002459704,0.002261268,0.001022839,0.001884506],"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":[0.00003701089,0.00004040148,0.00325935,0.00007020996,0.000007997955,0.001087325,0.05022475,0.0001159338,0.0003579543,0.9209741,0.01151124,0.01231374],"study_design_scores_gemma":[0.00008804268,0.000195518,0.01004972,0.002544472,0.00004872451,0.00340866,0.1148685,0.0009439609,0.001364079,0.2496809,0.6166627,0.000144678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3192007,0.004298908,0.01403841,0.4659519,0.001978064,0.0001409779,0.0000698446,0.00009697674,0.1942242],"genre_scores_gemma":[0.9523023,0.0007164738,0.00191757,0.03163826,0.0003647297,0.00008963163,0.00001428879,0.00004537236,0.01291129],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01804124,"threshold_uncertainty_score":0.09036434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04921254329589887,"score_gpt":0.309848586920109,"score_spread":0.2606360436242101,"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."}}