{"id":"W7139356135","doi":"","title":"A Model of Destination-Language Acquisition: Application to Male Immigrants in Canada<ns0:sup>*</ns0:sup>","year":2001,"lang":"","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Population; Census; Ethnic group; Volume (thermodynamics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001588458,0.0006978931,0.0008767566,0.001385682,0.00233369,0.003052314,0.001806998,0.00138193,0.01935264],"category_scores_gemma":[0.004416032,0.0003647517,0.00104919,0.001815904,0.002000943,0.00152648,0.00127438,0.001296019,0.001216885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008773044,"about_ca_system_score_gemma":0.009061149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5906563,"about_ca_topic_score_gemma":0.5582916,"domain_scores_codex":[0.9995527,0.0002143388,0.00001221893,0.00007104353,0.0000380124,0.0001116952],"domain_scores_gemma":[0.9978678,0.00123953,0.0001681194,0.00006440383,0.0004128634,0.0002472744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000528533,0.001039573,0.1792796,0.000191261,0.0004630678,0.001597989,0.01394743,0.183521,0.0008875336,0.547134,0.01375821,0.05765183],"study_design_scores_gemma":[0.0002490583,0.000312957,0.06824414,0.0001233093,0.0004941059,0.0007597814,0.01500909,0.7896914,0.0002577866,0.1162118,0.008526768,0.000119687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8650994,0.0007495436,0.0623553,0.008861324,0.00009774143,0.0002642149,0.001824158,0.0003818755,0.06036644],"genre_scores_gemma":[0.9836864,0.0003183963,0.00638502,0.0001089905,0.00001699063,0.00011333,0.000227937,0.00003147914,0.009111443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4093437,"threshold_uncertainty_score":0.8235087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542456646128505,"score_gpt":0.2340140398217292,"score_spread":0.2185894733604442,"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."}}