{"id":"W1888522133","doi":"10.3968/j.hess.1927024020110102.005","title":"Utilization of Language Learning Strategies by Iranian Post Graduate Students and Their Attitude and Motivation Toward English Learning","year":2011,"lang":"en","type":"article","venue":"Higher education of social science","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metacognition; Language learning strategies; Psychology; Cognition; Cluster sampling; Significant difference; Mathematics education; Positive attitude; Foreign language; Compensation (psychology); Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004344189,0.0000746164,0.00009984492,0.00008509767,0.0005204445,0.0001387896,0.0001095272,0.00002447053,0.0001492251],"category_scores_gemma":[0.00009393173,0.00006578232,0.00001504312,0.00008168551,0.0005311609,0.0004883609,0.00003583295,0.000143564,7.076698e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001405206,"about_ca_system_score_gemma":0.00006275406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007412732,"about_ca_topic_score_gemma":0.000007825419,"domain_scores_codex":[0.999316,0.00008174253,0.0001426797,0.0001493837,0.0002022666,0.0001079174],"domain_scores_gemma":[0.9994705,0.00003473599,0.0001799497,0.00003718638,0.0002452619,0.00003234714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000006232169,0.00007926537,0.03843613,0.00004294063,0.000006867468,2.776964e-8,0.8701894,0.000001702497,0.003224771,0.08396579,0.00002652002,0.00402036],"study_design_scores_gemma":[0.0001271671,0.0001063239,0.6267819,0.00004969718,0.00001043166,1.496232e-7,0.3678772,0.000009739998,0.0007225732,0.0002425184,0.003965938,0.0001064299],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643993,0.0001614972,0.00001735929,0.00002881933,0.0001858797,0.00005897887,0.000001726247,0.00003311578,0.03511328],"genre_scores_gemma":[0.9977657,0.00001580531,0.00003046226,0.00002261242,0.0001188189,0.000002843645,0.0000102135,0.000006822443,0.002026705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5883458,"threshold_uncertainty_score":0.4002891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09570144191657985,"score_gpt":0.3271961907658105,"score_spread":0.2314947488492306,"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."}}