{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002590413,0.00004960536,0.00007221416,0.0001823912,0.0003178973,0.0001519374,0.001634848,0.00003250362,0.00001212968],"category_scores_gemma":[0.0001058918,0.00004602869,0.00001969346,0.0018314,0.0004284145,0.0005216075,0.0003857948,0.0001286392,0.00002715061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127706,"about_ca_system_score_gemma":0.0004525738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000548963,"about_ca_topic_score_gemma":0.000007894804,"domain_scores_codex":[0.9980696,0.00005946288,0.00013378,0.0002393674,0.001218518,0.0002793082],"domain_scores_gemma":[0.9990464,0.00003052441,0.00005479415,0.0002246212,0.0005565733,0.00008705036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[5.878294e-7,0.0001839447,0.001854122,0.000002181192,0.000003137979,7.351393e-7,0.04157892,2.529565e-7,0.002413522,0.8620737,0.0007195895,0.09116932],"study_design_scores_gemma":[0.0003685321,0.0001524071,0.5388816,0.00003664767,0.000002789476,0.00000525501,0.2538377,0.0002941736,0.006413908,0.197283,0.002417229,0.0003067589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.391426,0.000178285,0.001492403,0.002886781,0.0001217488,0.0001251324,0.000001159358,0.00004324911,0.6037253],"genre_scores_gemma":[0.996007,0.000001576641,0.003377129,0.00005502769,0.0001487261,0.00001042434,5.003824e-7,0.000002924445,0.0003966781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6647907,"threshold_uncertainty_score":0.3037982,"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."}}