{"id":"W3213568167","doi":"10.37445/adiu.2021.03.02","title":"CERAMIC STAMPS FROM VILINO (RASSADNOE) — IN PERIODIZATION AND CHRONOLOGY OF THE SITE (SOUTH-WESTERN CRIMEA)","year":2021,"lang":"en","type":"article","venue":"Archaeology and Early History of Ukraine","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Chronology; Archaeology; Period (music); Quarter (Canadian coin); Periodization; Excavation; Population; Geography; Ancient history; History; Art; Demography","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":[0.0001634039,0.000121527,0.000339429,0.0001338513,0.00009428788,0.000001415518,0.0001027768,0.0001137231,0.0005547527],"category_scores_gemma":[0.00006733412,0.0001072779,0.00004989999,0.00002619639,0.006466347,0.00008220192,0.000179497,0.0002343956,0.00000484367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005814275,"about_ca_system_score_gemma":0.0001470194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150249,"about_ca_topic_score_gemma":0.01546613,"domain_scores_codex":[0.9989585,0.0002076334,0.0003066838,0.0002655992,0.00008343229,0.0001781483],"domain_scores_gemma":[0.9993596,0.0001334192,0.0001693101,0.0002186658,0.00007934904,0.00003962408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001079984,0.00006115271,0.3006312,0.00006535756,0.00003720414,0.00002061951,0.6856205,0.000002686235,0.002132409,0.01047606,0.0001874315,0.0006573028],"study_design_scores_gemma":[0.001444387,0.0002398268,0.8157213,0.00006955148,0.00005925626,0.00001654186,0.001854609,0.00005370339,0.0001095385,0.002007051,0.1782394,0.0001848423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820287,0.0153249,0.00003254445,0.0005098408,0.0008323447,0.00008562979,0.00003214988,0.00001140041,0.001142548],"genre_scores_gemma":[0.9951125,0.0002527266,0.00007235598,0.0003261869,0.0001149884,0.000004598336,0.00002183902,0.000009616718,0.004085151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6837659,"threshold_uncertainty_score":0.9962375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157160272301687,"score_gpt":0.1896953732117387,"score_spread":0.1681237704887218,"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."}}