{"id":"W4232933736","doi":"10.5539/elt.v13n7p152","title":"English Language Teaching, Vol. 13, No. 7, July 2020","year":2020,"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; English language; Linguistics; Language assessment; Language education; Teaching english; 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":[0.001499719,0.0006065116,0.0006466504,0.0001898199,0.0004862892,0.0003088258,0.0008851181,0.0003781539,0.05467101],"category_scores_gemma":[0.01100705,0.0006120985,0.0003576459,0.0002641954,0.0001143613,0.0005107454,0.0002550696,0.003847202,0.004030924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009173748,"about_ca_system_score_gemma":0.0000422547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007660625,"about_ca_topic_score_gemma":0.00002904062,"domain_scores_codex":[0.9951833,0.001412537,0.0006935952,0.001145746,0.0005329875,0.001031838],"domain_scores_gemma":[0.997473,0.0005066299,0.0003172726,0.0009587398,0.0001450752,0.0005992719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009870418,0.0001626118,0.0003190612,0.00005730733,0.0001620805,0.001260299,0.8413983,0.00002465618,0.001687638,0.001074268,0.1322571,0.02149799],"study_design_scores_gemma":[0.002383034,0.0002763266,0.0002651109,0.00008682611,0.00009841008,0.00003224008,0.5839795,0.0002814461,0.0002759225,0.000006024861,0.411323,0.0009921849],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5675771,0.006932874,0.0005800628,0.0002940295,0.004129142,0.0003965454,0.00007464543,0.002264331,0.4177513],"genre_scores_gemma":[0.9469891,0.000003713348,0.001484551,0.02023784,0.01734039,0.00005375623,0.0003510995,0.000201585,0.01333793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4044133,"threshold_uncertainty_score":0.999633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009046168783175936,"score_gpt":0.2810282055014712,"score_spread":0.2719820367182952,"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."}}