{"id":"W2000468727","doi":"10.5539/elt.v7n1p36","title":"Metacognition and Second/Foreign Language Learning","year":2013,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metacognition; Psychology; Foreign language; Language learning strategies; Affect (linguistics); Language acquisition; Empirical research; Cognitive psychology; Mathematics education; Cognition; Communication","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003047844,0.0002501765,0.0002856718,0.0002370727,0.0003823822,0.0001667068,0.0001637581,0.0001590731,0.007466629],"category_scores_gemma":[0.001941794,0.0002301242,0.00007112804,0.0001490813,0.00007076534,0.0003298987,0.00007904582,0.002113969,0.0003088889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003407174,"about_ca_system_score_gemma":0.00000873517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006862195,"about_ca_topic_score_gemma":0.000007188639,"domain_scores_codex":[0.9962977,0.002334988,0.00028631,0.0004443352,0.0001715666,0.0004650838],"domain_scores_gemma":[0.998839,0.0005580757,0.0001593014,0.0002885236,0.00005222269,0.0001029316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001481107,0.00007289201,0.007050479,0.0000357589,0.000133692,0.00006062808,0.6990466,0.000006714138,0.02200942,0.008844309,0.001488181,0.2612365],"study_design_scores_gemma":[0.002184347,0.0003629157,0.04276236,0.0001332219,0.0001085324,0.000110929,0.9259075,0.000412883,0.001973834,0.0007364889,0.02414638,0.001160592],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7268295,0.0006487129,0.003751916,0.00002743237,0.0003231213,0.0001733488,0.000002903847,0.0005357821,0.2677073],"genre_scores_gemma":[0.9704047,9.20533e-7,0.008791996,0.0003892978,0.0007976785,0.00006112012,0.00006120947,0.00006520293,0.01942786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2600759,"threshold_uncertainty_score":0.9934407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312660696538365,"score_gpt":0.318300931656754,"score_spread":0.3051743246913704,"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."}}