{"id":"W3015739974","doi":"10.32839/2304-5809/2020-79.1-19","title":"TEXTOCENTRIC APPROACH TO LEARNING FOREIGN LANGUAGE IN HIGHER EDUCATION INSTITUTES","year":2020,"lang":"en","type":"article","venue":"Молодий вчений","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Open Text (Canada)","funders":"","keywords":"Foreign language; Mathematics education; Linguistics; Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000901123,0.0003055079,0.0001934927,0.0009880244,0.001419719,0.003587872,0.0008437298,0.0006911245,0.01405248],"category_scores_gemma":[0.002976518,0.0001236313,0.0002315102,0.000746029,0.003871823,0.002861928,0.002326147,0.001269441,0.001279881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002393986,"about_ca_system_score_gemma":0.002897306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006333512,"about_ca_topic_score_gemma":0.009251456,"domain_scores_codex":[0.9985428,0.0008844071,0.00005007373,0.0001459899,0.000290201,0.00008650291],"domain_scores_gemma":[0.9987487,0.0006722266,0.00008440694,0.0001208451,0.0002638314,0.0001100232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004218929,0.00007617567,0.001314177,0.00006888557,0.000004028805,0.0002047221,0.009114488,0.0005975834,0.002014931,0.9127345,0.003355384,0.07047294],"study_design_scores_gemma":[0.00008994734,0.0001814263,0.007218772,0.0001708027,0.00003052911,0.001030791,0.05042252,0.0197384,0.01210138,0.6898121,0.2191457,0.00005759627],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.113332,0.0006118341,0.2031509,0.005535975,0.0002971567,0.0001321215,0.0002298442,0.0004543096,0.6762558],"genre_scores_gemma":[0.8765611,0.0003562349,0.05418074,0.000353859,0.00009769478,0.0001647334,0.0001554959,0.000144307,0.06798577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01405248,"threshold_uncertainty_score":0.04701024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07910658473908223,"score_gpt":0.2637876711063992,"score_spread":0.1846810863673169,"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."}}