{"id":"W4205904859","doi":"10.5539/elt.v15n1p189","title":"English Language Teaching, Vol. 15, No. 1, January 2022","year":2021,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Linguistics; English language; Mathematics education; Philosophy","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002200622,0.0005702799,0.000622206,0.000330297,0.0006187314,0.0003289826,0.0006662611,0.0004118928,0.1148692],"category_scores_gemma":[0.009895594,0.0006024511,0.0003943014,0.0002904553,0.00008277908,0.0005083597,0.0003184799,0.003998348,0.001760597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148178,"about_ca_system_score_gemma":0.00008300375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005868279,"about_ca_topic_score_gemma":0.0000760917,"domain_scores_codex":[0.9943353,0.002145679,0.0006755985,0.001173504,0.0005753796,0.001094557],"domain_scores_gemma":[0.9968958,0.0006837267,0.0002804476,0.001526718,0.0002495054,0.0003637334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000558325,0.0004652943,0.0006427587,0.00005534561,0.0002465356,0.004338325,0.8458948,0.00001458469,0.005839987,0.003397284,0.1009953,0.03805403],"study_design_scores_gemma":[0.001961494,0.0001096011,0.0005509685,0.0001232957,0.00009576306,0.0001226499,0.7110224,0.00007645327,0.0009870755,0.00001724814,0.2840075,0.0009255426],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5605084,0.01416057,0.0002677914,0.00005312112,0.006259796,0.0002052179,0.00005514157,0.001084476,0.4174055],"genre_scores_gemma":[0.8911292,0.000007699858,0.002077844,0.008516111,0.01268088,0.00007603016,0.0008977437,0.0001875197,0.08442699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3329785,"threshold_uncertainty_score":0.9996427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006961938502611586,"score_gpt":0.2841024182136839,"score_spread":0.2771404797110724,"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."}}