{"id":"W2336803832","doi":"10.5539/elt.v9n5p141","title":"Vietnamese EFL Students’ Perceptions of Noticing-Based Collaborative Feedback on Their Writing Performance","year":2016,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Peer feedback; Perception; Mathematics education; Vietnamese; Collaborative writing; Viewpoints; Quality (philosophy); Corrective feedback; English as a foreign language; Collaborative learning; Pedagogy","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":[0.001940035,0.000225475,0.0002504175,0.0004477598,0.0007494879,0.001769471,0.000226816,0.0003231474,0.003774725],"category_scores_gemma":[0.006072495,0.0001285541,0.0001336341,0.0003147625,0.0009353542,0.0006321938,0.0007867834,0.0006253067,0.0004434334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005926111,"about_ca_system_score_gemma":0.00072593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005287736,"about_ca_topic_score_gemma":0.006873487,"domain_scores_codex":[0.9989187,0.0004135743,0.0001041283,0.00009295098,0.0003305824,0.0001402489],"domain_scores_gemma":[0.9946895,0.002121782,0.001286196,0.0001410165,0.0008567156,0.0009047904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001733986,0.0006767942,0.3763202,0.0002711375,0.00002913691,0.001587446,0.5582603,0.0002119575,0.01129784,0.0004946126,0.0007751944,0.04990198],"study_design_scores_gemma":[0.00001570457,0.001007628,0.5208555,0.0002306195,0.0000314334,0.0005547103,0.4655306,0.0005864918,0.003975833,0.0003031028,0.006844854,0.00006354259],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985857,0.00003250796,0.00004116471,0.00004607552,0.000002497784,0.000002747222,0.000007184983,0.000001586807,0.001280528],"genre_scores_gemma":[0.9987784,0.00006558955,0.00005269238,0.00001977593,0.000001592605,0.000004706765,0.00001102623,0.000001876154,0.001064455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005287736,"threshold_uncertainty_score":0.01262772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134658470151967,"score_gpt":0.2569920801717119,"score_spread":0.2456454954701923,"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."}}