{"id":"W147094203","doi":"","title":"Student attitudes toward their instructor accents in L2 Spanish and French Courses","year":2011,"lang":"en","type":"article","venue":"","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stress (linguistics); Pronunciation; Psychology; First language; Linguistics; Romance languages; Foreign language; Comprehension; Perception; Mathematics education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00191547,0.0002199723,0.000264418,0.000622227,0.0009345863,0.00176841,0.0002727222,0.0006001464,0.002703503],"category_scores_gemma":[0.003754736,0.0001759366,0.0003872437,0.0002950764,0.0006177559,0.000458449,0.0006390775,0.0008167081,0.0005475675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006919334,"about_ca_system_score_gemma":0.0005644636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009171031,"about_ca_topic_score_gemma":0.01086913,"domain_scores_codex":[0.9993045,0.0001780381,0.00004645601,0.00007651782,0.0002146024,0.0001799199],"domain_scores_gemma":[0.9960011,0.000818189,0.001023923,0.00007815345,0.0007913293,0.001287233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002685202,0.0006164782,0.9464466,0.00004092054,0.00002944609,0.000317918,0.03883249,0.00008112952,0.002877309,0.0001169003,0.0002998401,0.01007239],"study_design_scores_gemma":[0.00001868416,0.001140569,0.9064627,0.00003732364,0.00002729799,0.00028994,0.08839863,0.0002527057,0.001302213,0.0000713155,0.001961764,0.00003681216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993994,0.00002069886,0.00001476902,0.00003937777,0.000002963201,0.000003389569,0.000007633757,9.396359e-7,0.0005107802],"genre_scores_gemma":[0.9989449,0.00005102529,0.00002997111,0.00005663637,0.000003721716,0.000005349054,0.00001751247,9.374574e-7,0.0008899384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009171031,"threshold_uncertainty_score":0.01823533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039877293848952,"score_gpt":0.2814861324627868,"score_spread":0.1774984030778916,"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."}}