{"id":"W161432294","doi":"","title":"МЕТАЛЛООБРАБОТКА НАСЕЛЕНИЯ ЕЛУНИНСКОЙ КУЛЬТУРЫ ВЕРХНЕЙ ОБИ (предварительные результаты металлографического исследования)","year":2010,"lang":"ru","type":"article","venue":"Vestnik arheologii, antropologii i ètnografii","topic":"Ancient and Medieval Archaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); CITES; Raw data; Population; Geography; Archaeology; Computer science; Demography; Sociology; Biology","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.002674723,0.003127589,0.003593159,0.00149765,0.006411414,0.0006253562,0.003565791,0.003040433,0.03050898],"category_scores_gemma":[0.003196117,0.002598181,0.001812914,0.0008957309,0.03095072,0.00119667,0.003004965,0.007614206,0.008228488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509955,"about_ca_system_score_gemma":0.0007271797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008817,"about_ca_topic_score_gemma":0.007080403,"domain_scores_codex":[0.9848298,0.0009741278,0.003011252,0.003652092,0.001742509,0.005790226],"domain_scores_gemma":[0.9902027,0.002317119,0.001699702,0.003083651,0.001200801,0.001495976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001286404,0.002579809,0.09723847,0.0004437181,0.001990866,0.001250664,0.0250832,0.00001967904,0.00277955,0.7303848,0.1228018,0.01414106],"study_design_scores_gemma":[0.00480504,0.004644259,0.04419533,0.0003828443,0.00176634,0.0005025656,0.03470987,0.0006800197,0.001284453,0.02507976,0.8769615,0.004988071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7899405,0.01409162,0.000253785,0.01519668,0.03614685,0.002568209,0.0008580318,0.002041768,0.1389026],"genre_scores_gemma":[0.9157193,0.008947581,0.001903151,0.004746998,0.009940746,0.0003632952,0.0003453309,0.0003207837,0.05771276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7541596,"threshold_uncertainty_score":0.9982538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163787898071466,"score_gpt":0.2559116819625012,"score_spread":0.2342738029817865,"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."}}