{"id":"W2119757315","doi":"10.5539/elt.v8n1p155","title":"Language Learning Strategies Employed by Chinese English-Major Pre-Service Teachers in Relation to Gender and Personality Types","year":2014,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Personality; Language learning strategies; Relation (database); Personality type; Mathematics education; Variation (astronomy); Service (business); Language acquisition; Applied psychology; Social psychology; Cognition; Metacognition","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"],"consensus_categories":[],"category_scores_codex":[0.002117726,0.0003049728,0.0003164309,0.0001847964,0.0005556226,0.0005747884,0.0002104496,0.0001169902,0.0003529568],"category_scores_gemma":[0.002623621,0.0002746395,0.00006020594,0.0000823431,0.00005212983,0.0007098034,0.00009366649,0.001616246,0.00001759838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007194926,"about_ca_system_score_gemma":0.00002151322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007511088,"about_ca_topic_score_gemma":0.00444578,"domain_scores_codex":[0.9975993,0.0009258828,0.0003146514,0.0004684706,0.0002787536,0.000412943],"domain_scores_gemma":[0.999025,0.0004190224,0.0001234154,0.0002461282,0.0000542823,0.0001321904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002215881,0.00004516269,0.0205824,0.00006349402,0.00002835654,0.000004612386,0.9705181,0.0006550196,0.0006318575,0.003926312,0.000225487,0.003297],"study_design_scores_gemma":[0.001002096,0.0001252449,0.01727446,0.000155563,0.00004568484,0.000001975468,0.9336263,0.001829978,0.00002286952,0.0001038794,0.04511794,0.0006940224],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341817,0.000660615,0.000226412,0.00007024683,0.000266642,0.0001799665,0.00001090939,0.0005356047,0.06386793],"genre_scores_gemma":[0.9952041,0.000001679722,0.0003837511,0.0003533441,0.00138033,0.0000197666,0.0001279932,0.00006669646,0.00246232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06140561,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029847881058891,"score_gpt":0.2559933925564946,"score_spread":0.2456949137459057,"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."}}