{"id":"W2039841144","doi":"10.5539/ass.v11n4p135","title":"Role of Foreign Language Teacher Shaping Students’ Research Skills","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kazan Federal University","keywords":"Foreign language; Process (computing); Mathematics education; Value (mathematics); Psychology; English as a foreign language; Pedagogy; Component (thermodynamics); 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":[0.002734612,0.0001593243,0.0002569886,0.000709479,0.00139856,0.003304722,0.0004510468,0.0005323087,0.005001307],"category_scores_gemma":[0.01348133,0.0001548443,0.000245308,0.0003117708,0.001272615,0.001123807,0.001426275,0.0009524203,0.0008393443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008217323,"about_ca_system_score_gemma":0.003821859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002033724,"about_ca_topic_score_gemma":0.002600855,"domain_scores_codex":[0.9974163,0.001329842,0.0001335625,0.0002908666,0.0004671731,0.0003623121],"domain_scores_gemma":[0.9872104,0.005720721,0.001727122,0.0005500423,0.001918996,0.002872756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004089865,0.00188644,0.4002102,0.0006712125,0.00007746355,0.004530154,0.4052556,0.0002408399,0.02071074,0.006782352,0.004996546,0.1542295],"study_design_scores_gemma":[0.00009140717,0.001000055,0.4325282,0.0007214926,0.0001261144,0.004929848,0.4545589,0.0007440332,0.00778581,0.00427377,0.09315185,0.0000885778],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837506,0.0006159074,0.0008540963,0.001137253,0.00003512045,0.00003421987,0.00002616143,0.0000363282,0.01351033],"genre_scores_gemma":[0.9940426,0.0003880104,0.0005545775,0.0001502611,0.000008525989,0.00001860538,0.00001700885,0.000008797707,0.004811484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005001307,"threshold_uncertainty_score":0.01673102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072101128531916,"score_gpt":0.4328275625159311,"score_spread":0.3256174496627395,"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."}}