{"id":"W2901641192","doi":"10.5539/elt.v11n12p86","title":"Investigating Classroom Interaction: Teacher and Learner Participation","year":2018,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Learning environment; Mathematics education; Pedagogy; Teaching method; Cooperative learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00767878,0.0003649648,0.0006992159,0.001850585,0.001569998,0.003668814,0.0007860542,0.0008205262,0.003627971],"category_scores_gemma":[0.02520643,0.0002426915,0.000403426,0.0007444286,0.0007325173,0.002223821,0.003309145,0.001040667,0.0005677062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007845276,"about_ca_system_score_gemma":0.001266012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007563543,"about_ca_topic_score_gemma":0.001140932,"domain_scores_codex":[0.9889923,0.007351644,0.0006594101,0.0008124164,0.001514714,0.0006695364],"domain_scores_gemma":[0.9704296,0.02028314,0.003799461,0.001362955,0.002726341,0.001398522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000432145,0.001777386,0.4228319,0.0005923654,0.0001324648,0.0008146341,0.4451743,0.0002963152,0.01246178,0.001431257,0.0006282482,0.1134272],"study_design_scores_gemma":[0.0001073013,0.002185818,0.4529411,0.0004039072,0.0002059559,0.001892891,0.5009064,0.002464914,0.01607234,0.002042763,0.02065052,0.0001261572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887428,0.0002154239,0.003315952,0.0001808562,0.000009651299,0.0001050453,0.00008013223,0.000039625,0.007310433],"genre_scores_gemma":[0.9955187,0.000166417,0.001729248,0.00004516089,0.00001064041,0.0001919582,0.00007075506,0.00002386257,0.002243293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00767878,"threshold_uncertainty_score":0.04060972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641853770803709,"score_gpt":0.3716884420991751,"score_spread":0.345269904391138,"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."}}