{"id":"W1968926545","doi":"10.5539/elt.v2n1p123","title":"The Relationship between Motivation and Achievement—A Survey of the Study Motivation of English Majors in Qingdao Agricultural University","year":2009,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Need for achievement; Intrinsic motivation; Mathematics education; Goal theory; Academic achievement; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00231164,0.0001018761,0.0001472933,0.0000815687,0.0006259193,0.00006664747,0.0001932805,0.00003648458,0.000005076069],"category_scores_gemma":[0.00920596,0.00006456096,0.00003613201,0.00010338,0.00006774538,0.0002845859,0.00004904816,0.0005979963,1.526632e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004653277,"about_ca_system_score_gemma":0.00001231676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003065147,"about_ca_topic_score_gemma":0.002375375,"domain_scores_codex":[0.9980495,0.001226332,0.0002560346,0.0001407112,0.0001970013,0.0001304381],"domain_scores_gemma":[0.9976119,0.001856601,0.0002325812,0.0001702034,0.0001098699,0.0000187902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005802853,0.00004358693,0.6012934,0.000004506725,0.000008937023,1.985935e-7,0.3915433,0.00003909319,0.00001048489,0.006324997,0.00001527375,0.0007104489],"study_design_scores_gemma":[0.0002770569,0.00005318101,0.7651404,0.00004581991,0.00001408384,3.072844e-8,0.2342249,0.000006438417,0.000008861995,0.00004067128,0.0001305437,0.00005798374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950599,0.0000487068,0.000007138693,0.00004713014,0.0001445061,0.0002319857,0.00001072909,0.00004318568,0.004406722],"genre_scores_gemma":[0.9990953,6.416121e-7,0.00001320842,0.000007540371,0.0002108395,5.61681e-7,0.0000276856,0.00000621582,0.0006380657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163847,"threshold_uncertainty_score":0.9991399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537006681301455,"score_gpt":0.2428685646750685,"score_spread":0.207498497862054,"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."}}