{"id":"W2771906454","doi":"10.5539/elt.v11n2p1","title":"Perceptions of EFL College Students toward Collaborative Learning","year":2017,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Perception; Mathematics education; Collaborative learning; Cooperative learning; Coaching; Curriculum; Narrative; Pedagogy; Qualitative research; Teaching method","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":[0.004233234,0.0003128538,0.0005011354,0.001243097,0.003018231,0.005481247,0.0007089231,0.0009968475,0.002854717],"category_scores_gemma":[0.01290264,0.0002544083,0.0002585787,0.000774527,0.003031275,0.001346435,0.003374588,0.001921086,0.000398696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144988,"about_ca_system_score_gemma":0.001812283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004341854,"about_ca_topic_score_gemma":0.004017593,"domain_scores_codex":[0.9963271,0.001332547,0.0002336186,0.0002405866,0.001206969,0.0006591788],"domain_scores_gemma":[0.9863348,0.00357164,0.003028574,0.0003522673,0.002294146,0.004418639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001592472,0.001697419,0.338457,0.000269323,0.00005489227,0.001210542,0.6097889,0.0001931149,0.006298949,0.001308891,0.001016364,0.03954526],"study_design_scores_gemma":[0.00002359368,0.0007929197,0.1259362,0.0001464524,0.00002551124,0.0008468794,0.8625918,0.0003614781,0.001083453,0.0005149451,0.007605582,0.00007112002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980351,0.00009647039,0.0001394784,0.0002306554,0.000006170034,0.00001990971,0.00000837175,0.00000405426,0.001459651],"genre_scores_gemma":[0.9990574,0.0001074149,0.0001184511,0.0001538854,0.000004253322,0.00001440878,0.000008418438,0.000002360459,0.0005334101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005481247,"threshold_uncertainty_score":0.02238768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430177077271407,"score_gpt":0.4131192196831452,"score_spread":0.3888174489104311,"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."}}