{"id":"W7062583767","doi":"","title":"КАНАДСЬКИЙ ДОСВІД ПІДГОТОВКИ ВЧИТЕЛІВ ДРУГОЇ ІНОЗЕМНОЇ МОВИ","year":2020,"lang":"en","type":"other","venue":"Scientific periodicals of Ukraine","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Subject (documents); Work (physics); Filter (signal processing); Quality (philosophy); Nasalization","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000645008,0.0004854312,0.0008350119,0.0005290902,0.0002262301,0.0003685464,0.001260812,0.00019206,0.8200884],"category_scores_gemma":[0.0001099171,0.0004405029,0.0003906463,0.0008632339,0.001397337,0.00002015278,0.0007023301,0.000499012,0.001717331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009867787,"about_ca_system_score_gemma":0.0006640306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403957,"about_ca_topic_score_gemma":0.0001370897,"domain_scores_codex":[0.9958225,0.0001247937,0.0007143918,0.001118488,0.001515707,0.0007041475],"domain_scores_gemma":[0.9975868,0.00008344295,0.0004372314,0.001223677,0.000147177,0.0005216165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001214768,0.0001968574,0.0001825697,0.0001531451,0.00009888784,0.000008920079,0.0001987718,2.46716e-7,0.00587156,0.001496041,0.9073375,0.08444334],"study_design_scores_gemma":[0.0006671835,0.00008488139,0.0001098294,0.0001976027,0.00004663983,5.266515e-7,0.0001731556,0.0001368939,0.0007450718,0.0001006464,0.997339,0.0003986121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000638515,0.0008236493,0.0002541483,0.003391166,0.0009882665,0.0009146015,0.00118487,0.0001421154,0.9916627],"genre_scores_gemma":[0.01103673,0.00002671709,0.0009950286,0.00008189225,0.0008432065,0.00008193398,0.00063742,0.0002361307,0.9860609],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8183711,"threshold_uncertainty_score":0.9998047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348842284353123,"score_gpt":0.2667712210280683,"score_spread":0.253282798184537,"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."}}