{"id":"W4213184066","doi":"10.5539/elt.v14n9p89","title":"English Language Teaching, Vol. 14, No. 9, September 2021","year":2021,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Linguistics; 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":[0.002151667,0.0005795363,0.0006373451,0.0002779221,0.0005512665,0.0003779173,0.0005706193,0.0004458536,0.2249329],"category_scores_gemma":[0.01078088,0.0006033521,0.0004138072,0.0002748351,0.00007985106,0.000495053,0.0002791937,0.003443084,0.00369245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001438796,"about_ca_system_score_gemma":0.00007677003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003320335,"about_ca_topic_score_gemma":0.0001083564,"domain_scores_codex":[0.9943074,0.002189092,0.0006764365,0.001175042,0.000557764,0.001094254],"domain_scores_gemma":[0.9967858,0.0006460379,0.0002749357,0.001515713,0.0004058761,0.0003716144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005022941,0.0004922528,0.0008262481,0.00005954766,0.0003203021,0.004481483,0.8187729,0.00002429104,0.004115704,0.002483127,0.1311875,0.0371864],"study_design_scores_gemma":[0.002119925,0.00007927302,0.0003855255,0.0001428111,0.000101615,0.0001051715,0.5409052,0.00006575184,0.0009400272,0.00001232161,0.4542471,0.0008952701],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4962728,0.008287441,0.0002929855,0.00003774471,0.006422147,0.0001736535,0.00004146585,0.0006988263,0.487773],"genre_scores_gemma":[0.7907555,0.000004321102,0.00246091,0.005531071,0.01144696,0.00006092728,0.0006686245,0.0001894337,0.1888822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3230596,"threshold_uncertainty_score":0.9996418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007402577032281954,"score_gpt":0.2896913978193856,"score_spread":0.2822888207871037,"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."}}