{"id":"W211386803","doi":"","title":"Focus on Accent: A Sociolinguistic Perspective of Diversity in the Classroom","year":2004,"lang":"en","type":"article","venue":"Research in the Teaching of Developmental Education","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Psychology; Sociolinguistics; Grammar; Pronunciation; Stress (linguistics); Sociology","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":[0.002323683,0.0003547464,0.0003809397,0.002570682,0.005884686,0.007877791,0.0009343241,0.001070551,0.002984811],"category_scores_gemma":[0.002731281,0.0001950782,0.0002443896,0.0009937045,0.01346964,0.004280525,0.005990739,0.002234376,0.0002146717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003155627,"about_ca_system_score_gemma":0.001440269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005072177,"about_ca_topic_score_gemma":0.006909676,"domain_scores_codex":[0.9971958,0.001788513,0.00005438043,0.000233124,0.0003111386,0.0004170413],"domain_scores_gemma":[0.9958628,0.001875598,0.0005437,0.0001559521,0.000417354,0.001144508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004188441,0.0002386872,0.02869737,0.00008534077,0.0000141954,0.001335352,0.9156184,0.0001097064,0.001958437,0.04168525,0.0007702297,0.009445231],"study_design_scores_gemma":[0.000008788526,0.0001168365,0.04656637,0.0001080142,0.00001556379,0.0003664557,0.9195014,0.0002357945,0.0003196082,0.01405523,0.01868508,0.00002081944],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9041851,0.001313128,0.001500251,0.005647624,0.0001349355,0.00001812299,0.00003027153,0.00001249712,0.08715809],"genre_scores_gemma":[0.9988434,0.0001634488,0.0001011985,0.000170955,0.00003258601,0.000005063781,0.000004316025,0.000003417306,0.0006754411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007877791,"threshold_uncertainty_score":0.02289581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1617164358340601,"score_gpt":0.4687622118787922,"score_spread":0.307045776044732,"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."}}