{"id":"W4298110542","doi":"10.5539/elt.v15n10p118","title":"English Language Teaching, Vol. 15, No. 10, October 2022","year":2022,"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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003613194,0.0005741329,0.0005819849,0.0005255294,0.001440348,0.0002200946,0.001069468,0.0002247269,0.4759895],"category_scores_gemma":[0.005676424,0.0006226421,0.0003840917,0.0003210877,0.00007927806,0.0004119526,0.0006276555,0.004808715,0.001626272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002945051,"about_ca_system_score_gemma":0.00005608218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140752,"about_ca_topic_score_gemma":0.00003587493,"domain_scores_codex":[0.9933175,0.002881019,0.0006833605,0.001138923,0.0008242071,0.001154981],"domain_scores_gemma":[0.9971284,0.0006200726,0.0003680952,0.001428617,0.0001374924,0.0003172877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001224216,0.0004785488,0.0004637439,0.00002695163,0.0001850931,0.001278706,0.7933812,0.00007692121,0.001524088,0.002409482,0.1778126,0.02224027],"study_design_scores_gemma":[0.001562906,0.0002041163,0.0002040147,0.00002233521,0.00005900073,0.00005930101,0.5313199,0.0001024377,0.00007169465,0.000008648167,0.4657039,0.0006817714],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6229442,0.007029607,0.0001001215,0.00004534235,0.007051778,0.0003516996,0.0001190689,0.00137025,0.360988],"genre_scores_gemma":[0.8357962,0.000001381799,0.000580799,0.006443523,0.006748591,0.0002299962,0.0007672406,0.0002023732,0.1492299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4743632,"threshold_uncertainty_score":0.9998596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007198926973787607,"score_gpt":0.2807016652472022,"score_spread":0.2735027382734146,"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."}}