{"id":"W246057335","doi":"","title":"Living against the Wind: Pathways Chosen by Chinese Immigrants","year":2001,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Immigration; Ethnography; Liminality; Literacy; Curriculum; Gender studies; Apprehension; Humanities; Pedagogy; Political science; Psychology; Anthropology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000640569,0.0001155053,0.0001391303,0.00007469497,0.0009069719,0.0000225785,0.0002904592,0.00006470823,0.0001877814],"category_scores_gemma":[0.001743298,0.00008259239,0.00005549371,0.0004493104,0.0003473333,0.00007137119,0.00002391124,0.000153453,0.0001189609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002676845,"about_ca_system_score_gemma":0.0007227225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5509816,"about_ca_topic_score_gemma":0.9437684,"domain_scores_codex":[0.9988565,0.0001702256,0.0001418308,0.00016343,0.0001740202,0.0004939927],"domain_scores_gemma":[0.9988747,0.00044937,0.00004971125,0.0001845933,0.000100415,0.0003411673],"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":[0.000001171744,0.00001591969,0.008028148,0.000005384217,0.00006497046,0.000006350248,0.5673661,0.000003301425,0.00002448177,0.0006656646,0.07323838,0.3505801],"study_design_scores_gemma":[0.00009246889,0.00000779053,0.3424798,0.00004046253,0.00001063132,9.363308e-7,0.1442026,0.00000881853,0.000001930269,0.000251608,0.5126932,0.0002097716],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.817952,0.05180712,3.418983e-7,0.01645333,0.001158313,0.0002602361,0.00003128803,0.00005704627,0.1122803],"genre_scores_gemma":[0.9580526,0.01872318,0.000004107559,0.008174774,0.0007481092,0.00001598335,0.00000286385,0.00001087025,0.01426745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4394548,"threshold_uncertainty_score":0.6975787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691827861041394,"score_gpt":0.4654796690472113,"score_spread":0.2962968829430719,"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."}}