{"id":"W2993557044","doi":"","title":"Factors Influencing Student Participation in Classroom Interaction","year":2016,"lang":"en","type":"article","venue":"Higher education of social science","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Psychology; Quality (philosophy); Social psychology; Mathematics education; Communication","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":[0.0002996183,0.00004938028,0.00006481871,0.0001294731,0.000264483,0.00006621594,0.0001101435,0.00001624575,0.0008368415],"category_scores_gemma":[0.0000458607,0.00003403403,0.00001971921,0.00009096006,0.0002298538,0.0005477222,0.00001757608,0.00006306983,0.0000177939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001876087,"about_ca_system_score_gemma":0.0001137989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003226814,"about_ca_topic_score_gemma":0.00004475653,"domain_scores_codex":[0.9993355,0.00004464872,0.0001616513,0.000120804,0.0002132702,0.0001241089],"domain_scores_gemma":[0.9996451,0.00005170364,0.0001233417,0.00005237144,0.00009999669,0.0000275588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000003495748,0.0001912489,0.1292918,0.000007068543,0.000002570369,2.957256e-8,0.245006,0.000002938753,0.006210451,0.6083519,0.0002320994,0.01070043],"study_design_scores_gemma":[0.00006694412,0.00002015842,0.9321691,0.00004586564,0.000003021612,1.59512e-8,0.01523231,0.000001001672,0.000468346,0.0005085004,0.05142394,0.00006076192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234821,0.000008672389,0.000004109466,0.0002848907,0.001005497,0.00004112106,5.079705e-7,0.00001856054,0.07515453],"genre_scores_gemma":[0.993979,7.705757e-7,0.000007015594,0.00005502652,0.0002656773,0.000008439443,7.172379e-7,0.000003436532,0.005679908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8028774,"threshold_uncertainty_score":0.9162827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07267106229171322,"score_gpt":0.3860435715284968,"score_spread":0.3133725092367836,"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."}}