{"id":"W2165143267","doi":"10.5539/elt.v8n11p183","title":"Variations of Language Learning Strategy Use among Three Colleges at a Private Four-year Technology University in Taiwan","year":2015,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metacognition; Psychology; Mathematics education; Cognition; Significant difference; Humanity; Cognitive strategy; Test (biology); Language learning strategies","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004541104,0.0001993992,0.0002212031,0.001283552,0.0005592659,0.0009198091,0.0002915782,0.000395029,0.001218176],"category_scores_gemma":[0.002000878,0.0001593443,0.0002469725,0.001017566,0.000456273,0.0003676179,0.0006613394,0.0003430083,0.0002465535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006495147,"about_ca_system_score_gemma":0.0005955018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0087712,"about_ca_topic_score_gemma":0.01676944,"domain_scores_codex":[0.9995492,0.00007097557,0.0000600125,0.00008086702,0.0001080733,0.0001307372],"domain_scores_gemma":[0.9972221,0.0004405107,0.0008499804,0.0001014727,0.0003650992,0.001020885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008604692,0.0001843142,0.9879452,0.00001062466,0.00002695297,0.0002165417,0.003500379,0.00004767877,0.002676147,0.00002404368,0.00005553869,0.005226351],"study_design_scores_gemma":[0.000002978602,0.0001033919,0.9964071,0.000002798383,0.000004977052,0.00008091311,0.002954347,0.0001253623,0.000224731,0.00001142181,0.00007565459,0.000006307348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9999152,0.000004923228,0.000007609198,0.000004335338,2.728216e-7,0.000001269155,0.000007622903,6.74774e-7,0.00005805555],"genre_scores_gemma":[0.9998467,0.000005885572,0.00001409131,0.000004836507,4.393553e-7,0.000002769026,0.0000260328,4.677269e-7,0.00009871863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0087712,"threshold_uncertainty_score":0.01744032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595463911530949,"score_gpt":0.2270619639672974,"score_spread":0.2011073248519879,"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."}}