{"id":"W364138985","doi":"","title":"The attitudes of Chinese people towards fluent Chinese second language speakers of English","year":2004,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Loyalty; Stress (linguistics); Ethnic group; Social psychology; Mainland China; Linguistics; Mainland; China; Sociology; Political science","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":[0.0004736222,0.0002813779,0.0001753377,0.0005307928,0.0009834489,0.0008343037,0.000183952,0.0003843541,0.002272671],"category_scores_gemma":[0.001431283,0.0001692582,0.0002463014,0.000355768,0.000888783,0.0003080328,0.0004226829,0.0004454408,0.0002781556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009886562,"about_ca_system_score_gemma":0.0005999754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.11337,"about_ca_topic_score_gemma":0.1831718,"domain_scores_codex":[0.9997779,0.00003844849,0.00001346978,0.00002420256,0.00007176543,0.00007428866],"domain_scores_gemma":[0.9988143,0.00018419,0.0003801322,0.00005516086,0.0002123616,0.0003536908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001414265,0.0001569045,0.9630336,0.00003152752,0.00004812282,0.000258424,0.02696649,0.00005695601,0.00393655,0.00009511114,0.000158008,0.005116905],"study_design_scores_gemma":[0.000004130768,0.0001170911,0.9855701,0.000004676031,0.00000792317,0.00006529794,0.0138004,0.00007012679,0.0001532199,0.00001787018,0.0001815325,0.000007565975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996465,0.00001329912,0.000005781959,0.00001525496,0.000001268495,0.000002814735,0.000007426796,3.959853e-7,0.0003071042],"genre_scores_gemma":[0.9993114,0.00002985423,0.00001774986,0.00003538053,0.000002222656,0.000003681304,0.00001912273,3.443493e-7,0.0005802002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.11337,"threshold_uncertainty_score":0.2254202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452486504192171,"score_gpt":0.275182902170281,"score_spread":0.2606580371283593,"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."}}