{"id":"W2055782897","doi":"10.5539/elt.v3n3p221","title":"How to Develop College Students’ Autonomous English Learning Skills ---Take Reading Course in Joint-Program in HCFT as An Example","year":2010,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Victoria University","keywords":"Autonomous learning; Psychology; College English; Mathematics education; Constructivism (international relations); Competence (human resources); Language acquisition; Reading (process); Course (navigation); Pedagogy; Linguistics","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003553203,0.0004977112,0.0006146858,0.0006823424,0.0006920068,0.001677674,0.0007288016,0.0002201087,0.0009728121],"category_scores_gemma":[0.006388827,0.0005091172,0.00009902062,0.0002710853,0.00009572873,0.001121846,0.0002407603,0.004167278,0.00004098666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775518,"about_ca_system_score_gemma":0.0001232507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01294918,"about_ca_topic_score_gemma":0.05145426,"domain_scores_codex":[0.9961918,0.0007432856,0.0006066402,0.0008933578,0.0005266306,0.001038301],"domain_scores_gemma":[0.9982788,0.0004137259,0.0002267637,0.0005986319,0.0001583902,0.0003236662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001612644,0.0005633601,0.01042508,0.00002831501,0.0000322901,0.0004080639,0.9111809,0.0001058137,0.0005164347,0.01101771,0.0001331571,0.06557276],"study_design_scores_gemma":[0.00141916,0.0002865216,0.003711864,0.0002215504,0.00002630991,0.00001281897,0.8570753,0.0002417393,0.0002118674,0.00003532316,0.1358676,0.0008899904],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601939,0.0001035172,0.00001806073,0.00007670226,0.001669344,0.0006695453,0.00001432361,0.001158207,0.03609643],"genre_scores_gemma":[0.9828427,0.000001308476,0.002643495,0.0004072562,0.002635558,0.0001292674,0.0001437704,0.0001436945,0.01105294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1357344,"threshold_uncertainty_score":0.9999405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511665277966625,"score_gpt":0.2691683879321773,"score_spread":0.2540517351525111,"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."}}