{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001227865,0.0001873437,0.0002707023,0.0006535769,0.0006997825,0.001481714,0.0002878648,0.0003884268,0.003627844],"category_scores_gemma":[0.00965695,0.0001070763,0.0002717898,0.0006012761,0.000485859,0.0003518134,0.0008075855,0.0006196473,0.0004482637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002929969,"about_ca_system_score_gemma":0.0005191264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245335,"about_ca_topic_score_gemma":0.003307472,"domain_scores_codex":[0.9970144,0.001403157,0.000271945,0.0002177471,0.0006073696,0.0004853749],"domain_scores_gemma":[0.988101,0.005907266,0.002347187,0.0004099003,0.0008944349,0.002340236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008391982,0.0002706525,0.9816576,0.00002877046,0.00002910548,0.0001380546,0.003674019,0.00008791267,0.001090739,0.0001199067,0.0001020682,0.01271712],"study_design_scores_gemma":[0.000002187487,0.0001541998,0.9921834,0.00001064156,0.00001416496,0.0001523201,0.006221605,0.0002158537,0.0002758492,0.0001224055,0.0006409959,0.00000648623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974998,0.00006596289,0.0002192883,0.00006196876,0.000003156511,0.00001530319,0.00003413847,0.000006111591,0.002094287],"genre_scores_gemma":[0.9995491,0.00003359677,0.00008639047,0.000006031472,0.000003083473,0.000007953621,0.00002841619,0.000001993625,0.0002833237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003627844,"threshold_uncertainty_score":0.01213634,"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."}}