{"id":"W4411114900","doi":"10.14430/arctic81646","title":"NATALIA V. FEDOROVA (1949 – 2024)","year":2025,"lang":"en","type":"article","venue":"ARCTIC","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001139762,0.0006055075,0.0005783121,0.0008675519,0.0006309063,0.001213925,0.0005509623,0.0008145467,0.02578848],"category_scores_gemma":[0.002302079,0.0001300822,0.0002386787,0.000383759,0.000726875,0.0007873867,0.0009051902,0.001579115,0.01359937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000968154,"about_ca_system_score_gemma":0.001182255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002045015,"about_ca_topic_score_gemma":0.001504264,"domain_scores_codex":[0.9995828,0.00008626792,0.00002794852,0.0001304323,0.000131757,0.00004072475],"domain_scores_gemma":[0.9993088,0.0002394744,0.00008330702,0.00002776783,0.0001952452,0.0001454679],"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":[0.0003227826,0.00005263612,0.00171255,0.001208316,0.00006557671,0.0007914646,0.0003843096,0.00153106,0.001983696,0.0740396,0.5261751,0.3917328],"study_design_scores_gemma":[0.000007041082,0.00004752547,0.0007043276,0.0002246089,0.000010005,0.0007369508,0.00004087418,0.0001716555,0.000699148,0.002873192,0.9944726,0.00001206186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01212657,0.3996181,0.013985,0.1092869,0.2132662,0.0000903758,0.00134136,0.0005745263,0.2497111],"genre_scores_gemma":[0.1916451,0.2681054,0.009128357,0.01742815,0.06374192,0.0001348941,0.0008074025,0.0005428041,0.4484659],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02578848,"threshold_uncertainty_score":0.08627111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990159917921327,"score_gpt":0.362758974913533,"score_spread":0.3428573757343198,"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."}}