{"id":"W4414475526","doi":"10.23939/sa2025.03.025","title":"THE STATE OF RESEARCH, PRESERVATION, RESTORATION AND RECONSTRUCTION OF HISTORICAL ARCHITECTURAL OBJECTS OF CHERKASY AT THE END OF THE FIRST QUARTER OF THE XXІ CENTURY","year":2025,"lang":"en","type":"article","venue":"Vìsnik Nacìonalʹnogo unìversitetu Lʹvìvsʹka polìtehnìka Serìâ Arhìtektura","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); State (computer science); Opposition (politics); Enforcement; Law enforcement; Order (exchange)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001831981,0.0001796505,0.0003277978,0.0002081751,0.0007531928,0.00001592068,0.000849744,0.0001243244,0.0001186497],"category_scores_gemma":[0.001216657,0.0000846644,0.0002090299,0.001449626,0.002804454,0.0002149975,0.0003094754,0.0005641747,0.000001401146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009302759,"about_ca_system_score_gemma":0.0002700236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007255877,"about_ca_topic_score_gemma":0.01226664,"domain_scores_codex":[0.996458,0.0009855943,0.0007362067,0.0002997691,0.00113208,0.0003883628],"domain_scores_gemma":[0.9956699,0.002384424,0.0006392209,0.0006447174,0.0005894763,0.00007223048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005518908,0.0001349913,0.8040186,0.001293248,0.0005032057,0.000001971861,0.01376646,0.00538311,0.01654524,0.002674073,0.004467671,0.1456926],"study_design_scores_gemma":[0.0007110445,0.0006025037,0.93323,0.0002850468,0.00005041442,0.00001500527,0.001242786,0.001436952,0.0348963,0.02013009,0.007262139,0.0001377275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891817,0.002517284,0.00003598782,0.005329956,0.0004640915,0.0008916406,0.0001381416,0.00000902152,0.001432172],"genre_scores_gemma":[0.9984349,0.0004955527,0.00009541116,0.00004313555,0.00004010382,0.000005248866,0.00001163174,0.000004320877,0.0008697126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1455548,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715621462629715,"score_gpt":0.2351080724236081,"score_spread":0.2179518577973109,"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."}}