{"id":"W4377288225","doi":"10.5539/elt.v16n6p82","title":"The Impact of Contemplative Teaching on Fostering Iraqi (High) School Students Willingness to Communicate (WTC) and Speaking Fluency","year":2023,"lang":"en","type":"article","venue":"English Language Teaching","topic":"English Language Learning and Teaching","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contemplation; Psychology; Fluency; Willingness to communicate; Class (philosophy); Mathematics education; Test (biology); Teaching method; Pedagogy; Social psychology","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":[0.001057427,0.0002746539,0.0001716142,0.0003018873,0.0005244988,0.0006643828,0.0003159877,0.0002680353,0.00168984],"category_scores_gemma":[0.006147425,0.0001447399,0.0002384426,0.0001185354,0.0005916227,0.0002583865,0.0008330283,0.0006162535,0.000222706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122837,"about_ca_system_score_gemma":0.0006966242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000489951,"about_ca_topic_score_gemma":0.001251014,"domain_scores_codex":[0.9991541,0.0004678684,0.00003094532,0.0000485023,0.0001546702,0.0001438224],"domain_scores_gemma":[0.9954311,0.002027199,0.0007100207,0.0002538937,0.000251179,0.001326679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001023776,0.02870689,0.220942,0.0009194252,0.000163448,0.001341913,0.07630861,0.0006869968,0.1103984,0.00166734,0.001379831,0.5564614],"study_design_scores_gemma":[0.000189194,0.0150425,0.892052,0.0003940026,0.0002203785,0.001281662,0.04578003,0.001847707,0.02891891,0.001535053,0.01265097,0.00008756335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998002,0.00003464925,0.0002407866,0.00008476275,0.000007826769,0.0000345959,0.000002414523,0.00001074969,0.001582195],"genre_scores_gemma":[0.9976351,0.00009484231,0.001516334,0.00005702351,0.0000063991,0.00004101961,0.000005434317,0.000003274218,0.0006404858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00168984,"threshold_uncertainty_score":0.005653143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055229414566016,"score_gpt":0.3327239447377625,"score_spread":0.3121716505921023,"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."}}