{"id":"W2754971998","doi":"10.1002/tesj.332","title":"Teaching English Stress: A Case Study","year":2017,"lang":"en","type":"article","venue":"TESOL Journal","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College","funders":"","keywords":"Pronunciation; Linguistics; Noun; Verb; Stress (linguistics); Psychology; Lesson plan; Intelligibility (philosophy); Class (philosophy); Part of speech; Mathematics education; Computer science; Natural language processing; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002199512,0.001051327,0.0006788847,0.001034532,0.005336615,0.002424082,0.001784195,0.003308032,0.002734565],"category_scores_gemma":[0.008788438,0.0005311691,0.0007312326,0.0009399501,0.00199736,0.001293429,0.002963318,0.002330297,0.0007736894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002832431,"about_ca_system_score_gemma":0.002051778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004766822,"about_ca_topic_score_gemma":0.0143853,"domain_scores_codex":[0.9970969,0.001223724,0.0002055249,0.0003046658,0.000517622,0.0006515704],"domain_scores_gemma":[0.995089,0.001948003,0.0004854564,0.0002388201,0.0004148919,0.001823844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.0006191689,0.01623929,0.06531961,0.0009677596,0.00007156609,0.2647068,0.5167953,0.001107296,0.01160994,0.006248567,0.003607778,0.112707],"study_design_scores_gemma":[0.0003262268,0.007644511,0.05795988,0.0006939426,0.0001419683,0.2326885,0.6105074,0.00332227,0.01338244,0.003449635,0.06963654,0.0002467457],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923607,0.0003688255,0.001517786,0.001018759,0.00008121593,0.0001657837,0.00003460599,0.000031675,0.004420625],"genre_scores_gemma":[0.9872636,0.000910853,0.003394095,0.0005211946,0.00006679349,0.0002146572,0.00004315725,0.00003726567,0.007548295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005336615,"threshold_uncertainty_score":0.02055079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08064724700387836,"score_gpt":0.445004264186723,"score_spread":0.3643570171828446,"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."}}