{"id":"W2992533671","doi":"","title":"Theoretical Review on Oral Interaction in EFL Classrooms","year":2010,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Task (project management); Second-language acquisition; Language acquisition; Second language; Mathematics education; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004171415,0.0001117618,0.0002027442,0.00008571272,0.00008984311,0.00007502031,0.00005189317,0.00004243403,0.0006231901],"category_scores_gemma":[0.0002774934,0.00007378856,0.00003063601,0.00004437224,0.0002069644,0.000102253,0.00003184218,0.0009459129,0.00001113146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001086205,"about_ca_system_score_gemma":0.000002894494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002103015,"about_ca_topic_score_gemma":0.0008819119,"domain_scores_codex":[0.9993685,0.0001097427,0.0001503453,0.0001623305,0.00007035019,0.0001386824],"domain_scores_gemma":[0.9996653,0.0001529965,0.00003115573,0.0001103972,0.00002079969,0.00001937753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002725339,0.000048384,0.0003157577,0.0004337409,0.00001636826,0.00008150114,0.299327,2.583915e-7,0.0000369724,0.6732572,0.00266315,0.02379243],"study_design_scores_gemma":[0.0009781386,0.0003630504,0.0008968629,0.01520263,0.00004212632,0.00004013476,0.08341589,0.0000568653,0.00002319135,0.0102214,0.8882278,0.0005319766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7318575,0.08544123,3.895882e-7,0.001789535,0.001370597,0.0001884665,0.000008692496,0.00005605349,0.1792876],"genre_scores_gemma":[0.9939443,0.001980828,0.00003109796,0.001782663,0.0004455324,0.00001343678,0.00001235825,0.000008607391,0.0017812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8855646,"threshold_uncertainty_score":0.6823494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335000733742116,"score_gpt":0.3430436756611894,"score_spread":0.3196936683237683,"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."}}