{"id":"W4315874606","doi":"10.55060/s.atssh.221230.040","title":"Nizhny Novgorod Monuments of the First Quarter of the 21st Century: Their Role in the Architectural Environment","year":2023,"lang":"en","type":"article","venue":"","topic":"Medieval European History and Architecture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; Architectural engineering; Engineering; History; Archaeology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002470892,0.0001361546,0.0001372742,0.00004223637,0.0002729369,0.00001819818,0.000674465,0.00001873501,0.0009750259],"category_scores_gemma":[0.00001306962,0.00005015773,0.0001587005,0.00006851928,0.0003391117,0.00002893964,0.0001659329,0.0002196254,0.00004970885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000193068,"about_ca_system_score_gemma":0.000009821561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001054778,"about_ca_topic_score_gemma":0.0008755494,"domain_scores_codex":[0.9989319,0.0001881849,0.0002499338,0.0001456399,0.0002935705,0.0001907927],"domain_scores_gemma":[0.9992649,0.0001009158,0.0001102181,0.0004981199,0.000008310446,0.00001752855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001014168,0.0003642592,0.004113866,0.0001530196,0.0001076787,0.000003520905,0.8997775,0.001299091,0.001379691,0.06905134,0.01087735,0.01277126],"study_design_scores_gemma":[0.0003718372,0.00008281596,0.02220792,0.00007003971,0.00001960017,0.000002344463,0.03258893,0.0001175537,0.0006279694,0.001220178,0.9425581,0.0001327245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.861464,0.000164545,6.061653e-7,0.003967537,0.0005280523,0.0004525008,0.00006305811,0.00002165924,0.133338],"genre_scores_gemma":[0.9954385,0.00002228446,0.000002334169,0.000673495,0.0001393951,0.00001155572,0.00000343519,0.00001220538,0.003696864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9316807,"threshold_uncertainty_score":0.9999382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131974300968714,"score_gpt":0.1711335010169362,"score_spread":0.1579360709200648,"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."}}