{"id":"W145170238","doi":"","title":"Биостратиграфия и фораминиферы ипатовского горизонта Западной Сибири","year":2013,"lang":"ru","type":"article","venue":"Vestnik Tomskogo gosudarstvennogo universiteta Filologiya","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Horizon; Geology; Cretaceous; Paleontology; Foraminifera; Section (typography); Geochemistry; Oceanography; Geometry","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006663274,0.001283209,0.001378702,0.0005300122,0.001917018,0.0006437663,0.001837965,0.001049735,0.05871205],"category_scores_gemma":[0.0002947532,0.001127587,0.0006261101,0.001761842,0.001301646,0.002278738,0.0005714496,0.001247335,0.03950785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596586,"about_ca_system_score_gemma":0.0002243894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009637705,"about_ca_topic_score_gemma":0.001909485,"domain_scores_codex":[0.9926754,0.0006812941,0.001129161,0.001924581,0.001058304,0.002531296],"domain_scores_gemma":[0.9957809,0.0007381343,0.0007002162,0.001228709,0.0004731791,0.001078888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000599117,0.0008948629,0.4103915,0.0003160282,0.001141925,0.001057016,0.003815011,0.006571249,0.0005551054,0.004396899,0.4847728,0.08548848],"study_design_scores_gemma":[0.002749014,0.003672835,0.5005616,0.0001909379,0.0005162292,0.0001305764,0.01058517,0.01388326,0.0001240909,0.005715098,0.459001,0.002870208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8621297,0.007712195,0.0004875927,0.01532412,0.005420339,0.002276958,0.0007486794,0.0007357619,0.1051647],"genre_scores_gemma":[0.9706366,0.00415873,0.001849396,0.002306008,0.0009072177,0.00001368538,0.0009821909,0.00004512922,0.01910106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1085069,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01768308221394563,"score_gpt":0.173627524737026,"score_spread":0.1559444425230803,"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."}}