{"id":"W2245395231","doi":"","title":"Linguistic Requirements for Immgrants, Specifically whith regard to languajes that Enjoy Official Status in Part of the Terrytory","year":2008,"lang":"en","type":"article","venue":"","topic":"European Criminal Justice and Data Protection","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Immigration; Naturalization; Competition (biology); Political science; State (computer science); Order (exchange); Subject (documents); Perspective (graphical); Deportation; Law; Business; Citizenship; Alien","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":[0.0004862645,0.00007435513,0.000117025,0.00005493535,0.0002494581,0.00001546549,0.0002403674,0.00003968001,0.00009871676],"category_scores_gemma":[0.001166682,0.00005425691,0.00005114435,0.0001733398,0.0001385816,0.00007652611,0.00005436421,0.0000744513,0.00002146677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006771492,"about_ca_system_score_gemma":0.0001442435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003691129,"about_ca_topic_score_gemma":0.0140908,"domain_scores_codex":[0.998858,0.0001294976,0.0002255257,0.0001853502,0.0003220346,0.0002795718],"domain_scores_gemma":[0.9994735,0.0000964212,0.00008135904,0.0001869934,0.0000905844,0.00007112299],"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":[0.005013464,0.002402192,0.2254811,0.0007902152,0.0001701583,0.0001304764,0.4706167,0.0001842447,0.01327596,0.08118229,0.1436214,0.05713177],"study_design_scores_gemma":[0.0006750062,0.0003003944,0.07013932,0.0001695986,0.00004957913,0.000001218494,0.02127945,0.00001476904,0.002678582,0.0002932732,0.9041294,0.000269435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8756724,0.00008441519,0.001972423,0.0006508946,0.00164563,0.001344847,0.00008637185,0.00006792482,0.1184751],"genre_scores_gemma":[0.9942885,0.0001116037,0.0007948349,0.0002350385,0.0005722633,0.00001637743,0.000006403648,0.00001099979,0.003963958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7605079,"threshold_uncertainty_score":0.7862999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287569282875115,"score_gpt":0.3369621752028139,"score_spread":0.2082052469153024,"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."}}