{"id":"W611823902","doi":"","title":"Acquiring language proficiency among Chinese immigrant women in Metro Vancouver","year":2011,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Linguistics; Sociology; Gender studies; History","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":[0.0004506799,0.0003140299,0.0003257114,0.0007356373,0.005753047,0.001482585,0.0004904325,0.0004674784,0.002448372],"category_scores_gemma":[0.001213669,0.000292903,0.0001488169,0.0008957658,0.001627602,0.000463864,0.002075513,0.0007305173,0.0002754264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003307858,"about_ca_system_score_gemma":0.005927969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5392443,"about_ca_topic_score_gemma":0.7416732,"domain_scores_codex":[0.9994326,0.00009187913,0.00002066824,0.00003642865,0.00008821482,0.0003302484],"domain_scores_gemma":[0.9994017,0.00007101444,0.00008766405,0.00001604317,0.000127113,0.0002964658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000163081,0.0002233394,0.5712767,0.0001553704,0.00001993266,0.004879982,0.3881657,0.00004243635,0.004303118,0.0004114974,0.001275567,0.02908339],"study_design_scores_gemma":[0.000006901942,0.0001514621,0.1936032,0.00007840839,0.0000111657,0.000710287,0.8021899,0.0000505844,0.0002688351,0.0000580317,0.002850265,0.00002103221],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984913,0.00006205314,0.000006982783,0.0001470576,0.000003823043,0.000007358884,0.00001181612,7.401151e-7,0.00126884],"genre_scores_gemma":[0.9972768,0.0002941588,0.00003322539,0.0001891997,0.000003044782,0.00001671688,0.00002984076,0.000001883871,0.002155175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4607557,"threshold_uncertainty_score":0.9269384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02299353876305,"score_gpt":0.3024832278272842,"score_spread":0.2794896890642342,"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."}}