{"id":"W7092208827","doi":"10.5281/zenodo.16746375","title":"Завдання та принципи міжнародного співробітництва у сфері вищої освіти в Україні","year":2025,"lang":"uk","type":"article","venue":"Open MIND","topic":"Ukraine: War, Education, Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Field (mathematics); Key (lock); Work (physics); Identification (biology)","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":[0.003423327,0.000984474,0.0006908864,0.002474835,0.004205795,0.01150814,0.001684824,0.003178061,0.049053],"category_scores_gemma":[0.0113316,0.0008777722,0.0008987963,0.002056947,0.007118749,0.008325934,0.004349649,0.003727567,0.01865448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00430362,"about_ca_system_score_gemma":0.007502548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006523967,"about_ca_topic_score_gemma":0.006586161,"domain_scores_codex":[0.9947661,0.001254044,0.0002897452,0.0009515552,0.002168033,0.0005706408],"domain_scores_gemma":[0.9943715,0.001403192,0.0004885273,0.0008502624,0.002206798,0.0006797278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001117209,0.00009300878,0.003079608,0.0004874976,0.00005220435,0.0005812508,0.0049414,0.0009962753,0.003656701,0.8723846,0.02925583,0.08435987],"study_design_scores_gemma":[0.00004173869,0.00008060619,0.004166307,0.0005477777,0.00007133308,0.0007276376,0.005799377,0.001728571,0.004711633,0.3394664,0.6425458,0.0001129522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02498823,0.006884206,0.07985183,0.02124631,0.001870165,0.0002703329,0.0009223077,0.0006249786,0.8633416],"genre_scores_gemma":[0.5395444,0.01115099,0.1056931,0.005228784,0.001171848,0.0008095257,0.001284057,0.001055333,0.3340619],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.049053,"threshold_uncertainty_score":0.1640986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024782761903309,"score_gpt":0.3576679880986179,"score_spread":0.3274201604795848,"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."}}