{"id":"W4400367018","doi":"10.24028/gj.v46i3.297239","title":"Geological facts, geological judgments, geological truth and the State Geological Map of the Ukrainian Shield","year":2024,"lang":"en","type":"article","venue":"Geofizicheskiy Zhurnal","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precambrian; Geology; Proterozoic; Shield; Basement; Ukrainian; Geologic map; Tectonics; Metamorphism; Archean; Earth science; Geologic time scale; Geochemistry; Paleontology; Radiometric dating; Archaeology; Geography; Sedimentary rock","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","sts"],"consensus_categories":[],"category_scores_codex":[0.002855978,0.0006221718,0.0008372053,0.0001045972,0.0006825285,0.0003858983,0.002928987,0.0005731293,0.0007847026],"category_scores_gemma":[0.001712346,0.0002951718,0.0004064295,0.0008613804,0.002718392,0.0003061359,0.003160235,0.001807265,0.0001257219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005183738,"about_ca_system_score_gemma":0.000194949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006791684,"about_ca_topic_score_gemma":0.000008233031,"domain_scores_codex":[0.9945897,0.0008712273,0.001045171,0.001307584,0.0008667716,0.001319558],"domain_scores_gemma":[0.9961441,0.001806131,0.0003245795,0.00116589,0.0002429644,0.0003163597],"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":[0.001071343,0.0009572894,0.07822341,0.0006707864,0.001060289,0.001833018,0.01099033,0.005015135,0.001642439,0.8527574,0.01097233,0.03480623],"study_design_scores_gemma":[0.005328449,0.00120135,0.1876343,0.0004179115,0.0002810178,0.003238622,0.0006500906,0.1043902,0.003481561,0.4421554,0.2491758,0.002045334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8722171,0.005815803,0.01654126,0.08319198,0.002200066,0.001154323,0.00003610039,0.0006728495,0.0181705],"genre_scores_gemma":[0.9899271,0.0002364523,0.002720282,0.001847462,0.0003134107,0.000072714,0.000008822791,0.000009182059,0.004864553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.410602,"threshold_uncertainty_score":0.9999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033072259242424,"score_gpt":0.2290640582063521,"score_spread":0.2087333356139279,"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."}}