{"id":"W4205553267","doi":"10.28995/2073-0101-2021-4-997-1008","title":"Classification of Documents from Archival Fonds of City Magistrates of the Kursk Viceroyalty of the Second Quarter of the 18th Century","year":2021,"lang":"en","type":"article","venue":"Herald of an Archivist","topic":"Central European and Russian historical studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Magistrate; Quarter (Canadian coin); Documentation; Apothecaries' system; Historiography; Law; History; Political science; Library science; Archaeology; Computer science","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":[0.001653805,0.0003485996,0.0002533316,0.02402019,0.002810602,0.002799563,0.0005238001,0.0003734135,0.003558476],"category_scores_gemma":[0.005107411,0.0001800247,0.0002256828,0.02079261,0.001592631,0.00126706,0.002034689,0.0003800117,0.001026713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002582945,"about_ca_system_score_gemma":0.00286349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0143346,"about_ca_topic_score_gemma":0.02420701,"domain_scores_codex":[0.9981798,0.0002505427,0.0003696973,0.0002274273,0.0007260779,0.0002464395],"domain_scores_gemma":[0.9962406,0.0006810853,0.0008583192,0.0006749755,0.001340292,0.0002047176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000384488,0.00007624694,0.2541219,0.002859044,0.00009700532,0.004014387,0.2132497,0.0002886963,0.008210009,0.02805201,0.02898928,0.4596572],"study_design_scores_gemma":[0.00000692092,0.00003673544,0.386499,0.0007870682,0.00005739207,0.003133794,0.0751733,0.0001427126,0.004522197,0.0008903825,0.5287025,0.00004799784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9037719,0.01227268,0.002553954,0.0006048084,0.0002885138,0.0005035789,0.0188804,0.0001443051,0.06097982],"genre_scores_gemma":[0.9345886,0.007897274,0.009656095,0.00008786078,0.000175719,0.0004212124,0.02385338,0.0001362274,0.02318361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02402019,"threshold_uncertainty_score":0.02850229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179979455882633,"score_gpt":0.26300505389269,"score_spread":0.2450071083044267,"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."}}