{"id":"W2104920423","doi":"10.5539/elt.v2n3p93","title":"An Analysis on the Importance of Motivation and Strategy in Postgraduates English Acquisition","year":2009,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Jiangsu Province","keywords":"Psychology; Process (computing); Outcome (game theory); Mathematics education; Second-language acquisition; Goal theory; Pedagogy; Linguistics; Computer science","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":[0.001110062,0.0001230109,0.0001847867,0.0002209448,0.000236729,0.0001740384,0.000120134,0.00003727278,0.0001539681],"category_scores_gemma":[0.000595398,0.0000905266,0.00005533622,0.00008041425,0.0000453565,0.0003466739,0.000008666481,0.0004804502,5.833078e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002528097,"about_ca_system_score_gemma":0.000006423179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000449688,"about_ca_topic_score_gemma":0.0005581907,"domain_scores_codex":[0.9989033,0.0003444311,0.0002321492,0.0002055052,0.0001569768,0.0001576778],"domain_scores_gemma":[0.9993128,0.0002566127,0.0001335819,0.0002241172,0.00004244559,0.00003043263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001697295,0.0001194403,0.03594471,0.000008011373,0.00004205723,0.000006198675,0.837145,0.001610434,0.0003789096,0.1187593,0.0000333049,0.00593564],"study_design_scores_gemma":[0.0006128773,0.0006547851,0.1405679,0.0001679445,0.0001808527,7.158264e-7,0.847446,0.00739652,0.0004429675,0.001637641,0.000428659,0.0004631771],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780856,0.0001617237,0.00002472712,0.0001092464,0.00004831121,0.00008396937,0.000007745492,0.0001046923,0.02137398],"genre_scores_gemma":[0.9990049,0.000002828722,0.00003803012,0.0002648091,0.0004646886,0.000002633146,0.00006748961,0.000009991356,0.0001446102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1171217,"threshold_uncertainty_score":0.3691567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147567333408344,"score_gpt":0.2547104172254671,"score_spread":0.2399536838846327,"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."}}