{"id":"W2076809238","doi":"10.5539/elt.v6n3p72","title":"The ESP Instruction: A Study Based on the Pattern of Autonomous Inquiry","year":2013,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Education Department of Shaanxi Province; Xi'an University of Science and Technology","keywords":"Construct (python library); Autonomous learning; Psychology; Mathematics education; Pedagogy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001807441,0.000222011,0.0003983241,0.001146305,0.0009284689,0.00124772,0.00068071,0.0008630349,0.002135704],"category_scores_gemma":[0.009393358,0.0001978766,0.0003086083,0.001003601,0.001376182,0.002141137,0.001274705,0.001450025,0.0004045879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005074888,"about_ca_system_score_gemma":0.001035072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310886,"about_ca_topic_score_gemma":0.0009942988,"domain_scores_codex":[0.9986884,0.00065061,0.0000983855,0.0002165223,0.0002538549,0.00009237237],"domain_scores_gemma":[0.9971859,0.001720881,0.0001607639,0.0003215905,0.0003583614,0.0002525334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001026188,0.01813898,0.1465118,0.0009174564,0.00007391591,0.004726495,0.4575359,0.0008230655,0.01744018,0.02897658,0.003217485,0.320612],"study_design_scores_gemma":[0.001080498,0.01770712,0.4364257,0.0006430038,0.0002637488,0.01105473,0.3809316,0.0128625,0.0161734,0.03528343,0.08731399,0.0002603752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876547,0.0001499006,0.003858948,0.0001718108,0.00002214872,0.0003721615,0.00004720604,0.00001748629,0.00770562],"genre_scores_gemma":[0.9886039,0.0003216293,0.005206844,0.0002349194,0.00001655578,0.0006174091,0.00009392048,0.00001775954,0.004886981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002135704,"threshold_uncertainty_score":0.009558737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906317739128816,"score_gpt":0.3441466530937856,"score_spread":0.3150834757024975,"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."}}