{"id":"W7033527835","doi":"","title":"Role of foreign language teacher shaping students’ research skills","year":2015,"lang":"en","type":"other","venue":"zvestiya of the National Academy of Sciences of Belarus (National Academy of Sciences of Belarus)","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foreign language; Process (computing); Value (mathematics); English as a foreign language; First language; Component (thermodynamics); Language education; Language assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001577964,0.0001757255,0.0001816653,0.0007184856,0.001294671,0.002802314,0.0004083733,0.0004103192,0.01077078],"category_scores_gemma":[0.006846069,0.0001069361,0.0001578253,0.000345072,0.001145458,0.0009392361,0.001563835,0.0006772385,0.001340591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281016,"about_ca_system_score_gemma":0.004488281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005252746,"about_ca_topic_score_gemma":0.008500891,"domain_scores_codex":[0.9987934,0.0004015658,0.00006014387,0.0001823698,0.0003438216,0.0002186405],"domain_scores_gemma":[0.994244,0.001702361,0.0009510762,0.0003090082,0.001147161,0.001646332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004801071,0.001500002,0.48501,0.0006939411,0.00004999707,0.003132801,0.1526871,0.0002346405,0.0151498,0.01099072,0.0132429,0.316828],"study_design_scores_gemma":[0.000052589,0.0003885367,0.6274112,0.0006960433,0.00007547805,0.002973818,0.1925722,0.000548294,0.006555846,0.006457175,0.1622026,0.00006622259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9429647,0.001399516,0.001169655,0.00217123,0.00006266097,0.00004694298,0.000115469,0.00007398463,0.05199602],"genre_scores_gemma":[0.9818,0.0006023597,0.0007096534,0.0002085383,0.00001166209,0.00002886059,0.00005615968,0.00001527236,0.01656756],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01077078,"threshold_uncertainty_score":0.0360319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08236596984494675,"score_gpt":0.3854349786737492,"score_spread":0.3030690088288024,"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."}}