{"id":"W4383878550","doi":"10.25681/iaras.2020.978-5-94375-324-4.233-240","title":"Late archaic gold finger ring from phanagoria","year":2023,"lang":"ru","type":"article","venue":"","topic":"Ancient and Medieval Archaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parallels; Style (visual arts); Art; Ring (chemistry); Ancient history; Period (music); Nothing; Interpretation (philosophy); Painting; Quarter (Canadian coin); Population; History; Art history; Literature; Archaeology; Philosophy; Engineering; Aesthetics; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002415764,0.0003189946,0.0004460921,0.002292472,0.004608785,0.00177238,0.0003961106,0.0009311767,0.01046952],"category_scores_gemma":[0.001084268,0.0003008116,0.0002268891,0.001533062,0.002359716,0.0009218389,0.00140219,0.001121765,0.003975652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202604,"about_ca_system_score_gemma":0.00102134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015535,"about_ca_topic_score_gemma":0.01978973,"domain_scores_codex":[0.9996856,0.0000400887,0.00002118926,0.00008876991,0.00006878638,0.00009556967],"domain_scores_gemma":[0.9997514,0.00005309841,0.00003511954,0.0000525449,0.00005510577,0.00005269806],"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":[0.001823158,0.0002636445,0.1119177,0.00102169,0.0001437137,0.07496929,0.08099883,0.001340579,0.07732009,0.189947,0.02106198,0.4391924],"study_design_scores_gemma":[0.0000610562,0.0007098849,0.3123479,0.0007444373,0.0001241263,0.06815756,0.03219582,0.0006171617,0.01756191,0.01948423,0.5478244,0.0001714174],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7109225,0.00255232,0.003261766,0.0007724201,0.0008227359,0.0001579284,0.0007209903,0.000213608,0.2805757],"genre_scores_gemma":[0.9191292,0.0007581788,0.002084542,0.0002206165,0.0001677544,0.0000255342,0.0003148892,0.00007470699,0.0772246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01046952,"threshold_uncertainty_score":0.03502405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05344973649938214,"score_gpt":0.2586617118280571,"score_spread":0.205211975328675,"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."}}