{"id":"W4399812519","doi":"10.25128/2519-4577.24.1.12","title":"DERUSSIFICATION AND DECOMMUNISATION OF GEOGRAPHICAL NAMES WITHIN THE KHMELNYTSKYI REGION","year":2024,"lang":"en","type":"article","venue":"THE SCIENTIFIC ISSUES OF TERNOPIL VOLODYMYR HNATIUK NATIONAL PEDAGOGICAL UNIVERSITY SERIES GEOGRAPHY","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.0005487461,0.00008811038,0.0002790499,0.0007815683,0.002178242,0.00209023,0.0004622,0.0002970423,0.001785563],"category_scores_gemma":[0.001182965,0.0001247585,0.0001551082,0.0009978386,0.004152155,0.00154876,0.003062243,0.0007028363,0.0002106855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487356,"about_ca_system_score_gemma":0.002149519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01224472,"about_ca_topic_score_gemma":0.01536754,"domain_scores_codex":[0.9992697,0.0002447275,0.00006496011,0.0001409865,0.0001176574,0.0001619926],"domain_scores_gemma":[0.9994903,0.0000912986,0.000234165,0.00006733015,0.00005606952,0.00006079594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003042262,0.00008182964,0.2653761,0.0007087103,0.00008801775,0.006050029,0.3531965,0.0009037586,0.01004125,0.1790654,0.004227091,0.1799572],"study_design_scores_gemma":[0.0000116223,0.0001275866,0.677966,0.0003600648,0.00003405748,0.003269407,0.1291795,0.0005945496,0.001621176,0.009561846,0.1772328,0.00004150191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795831,0.002204109,0.0006404909,0.0007775459,0.00004864285,0.00001664045,0.00005261462,0.00001127989,0.01666559],"genre_scores_gemma":[0.9979689,0.0002840046,0.0002235076,0.00004152142,0.00001123961,0.000005336188,0.00002922536,0.000004398933,0.001432003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01224472,"threshold_uncertainty_score":0.02434689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05674667900823621,"score_gpt":0.3002770399163775,"score_spread":0.2435303609081413,"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."}}