{"id":"W4210437333","doi":"10.5539/elt.v14n1p152","title":"English Language Teaching, Vol. 14, No. 1, January 2021","year":2020,"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":[0.001604685,0.0005952067,0.0006385145,0.0002428046,0.000493585,0.000290671,0.0008327162,0.0003932986,0.08520599],"category_scores_gemma":[0.01277054,0.0006041801,0.0003614665,0.0002532337,0.00008610824,0.000536883,0.0002694718,0.004011953,0.003183387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000958693,"about_ca_system_score_gemma":0.00004445443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005047665,"about_ca_topic_score_gemma":0.00001784401,"domain_scores_codex":[0.9950939,0.001534716,0.0006735704,0.001134687,0.0005396561,0.001023504],"domain_scores_gemma":[0.9974171,0.0005230906,0.0002983694,0.001004231,0.0001954017,0.0005618114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009182857,0.0001783178,0.0003857545,0.00004855677,0.0001687247,0.001317017,0.847687,0.00002131329,0.002229632,0.001357206,0.1113834,0.03513126],"study_design_scores_gemma":[0.002269804,0.0002520567,0.0002564774,0.00009631057,0.00009493151,0.00002675193,0.6472076,0.0002429386,0.0003509352,0.000006255392,0.3482081,0.0009878054],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5387174,0.006831706,0.0005762719,0.0002006264,0.00479901,0.0003582033,0.00005985215,0.001259003,0.4471979],"genre_scores_gemma":[0.9428332,0.000004079677,0.001792167,0.01639061,0.01913327,0.00005978359,0.000454196,0.0001793245,0.01915338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4280446,"threshold_uncertainty_score":0.9996409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009425866239185052,"score_gpt":0.2805755526212375,"score_spread":0.2711496863820524,"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."}}