{"id":"W3209547250","doi":"10.31860/0236-2481-2020-34-224-236","title":"SEMINAR ON HANDWRITTEN TEXTUAL STUDIES AT THE V. V. VINOGRADOV INSTITUTE OF THE RUSSIAN LANGUAGE OF THE RUSSIAN ACADEMY OF SCIENCES","year":2020,"lang":"en","type":"article","venue":"Vremennik Pushkinskoi Komissii","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; University of Pittsburgh; Northwestern University; Northern Illinois University","keywords":"Russian language; Library science; Linguistics; Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001200011,0.0005373427,0.0004807977,0.001425263,0.001612474,0.002418056,0.000491653,0.0006809403,0.1240454],"category_scores_gemma":[0.003190643,0.0001544638,0.0002389599,0.001030068,0.001240825,0.002423466,0.001600521,0.0008908751,0.01527636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755843,"about_ca_system_score_gemma":0.001277246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001721587,"about_ca_topic_score_gemma":0.00242597,"domain_scores_codex":[0.9994947,0.0002450461,0.0000336532,0.0001070817,0.00007352435,0.00004606353],"domain_scores_gemma":[0.9985369,0.0008689145,0.00008744129,0.0001007186,0.0002120393,0.0001938879],"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":[0.0002911847,0.0001991463,0.001572095,0.0006460935,0.00001623834,0.0006813582,0.02408902,0.0002844017,0.005645155,0.06921208,0.7394664,0.1578968],"study_design_scores_gemma":[0.00001130347,0.00004054504,0.002781359,0.0004300846,0.000005052998,0.0001776307,0.004925023,0.0001362043,0.0007362352,0.003775343,0.9869738,0.000007368803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08181532,0.0526725,0.0104003,0.06776564,0.02897101,0.0002221601,0.004365352,0.001034886,0.7527529],"genre_scores_gemma":[0.3146055,0.01689817,0.003542643,0.002468838,0.008168291,0.0001174495,0.002026552,0.0007612178,0.6514114],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1240454,"threshold_uncertainty_score":0.4149733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03477591342770915,"score_gpt":0.2591436789590451,"score_spread":0.2243677655313359,"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."}}