{"id":"W3106343589","doi":"10.25205/1818-7919-2020-19-7-125-138","title":"Flat-Bottomed Ceramics of the Neolithic in the Trans-Urals and Western Siberia: The History of the Formation of the Basic Concepts of Its Study","year":2020,"lang":"en","type":"article","venue":"Vestnik NSU Series History and Philology","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ornaments; Chalcolithic; Bronze Age; Beaker; Archaeology; Quarter (Canadian coin); Population; Steppe; Prehistory; Ancient history; Period (music); Geography; Character (mathematics); Ethnology; History; Art; Style (visual arts); 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":[0.001331799,0.000547575,0.0003327676,0.003470119,0.001872702,0.002618752,0.0005887493,0.0004674165,0.002404656],"category_scores_gemma":[0.001476119,0.0002327907,0.0001767195,0.005938707,0.00595176,0.001434472,0.00174443,0.0005953159,0.0002879968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002984954,"about_ca_system_score_gemma":0.003079113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02334645,"about_ca_topic_score_gemma":0.02472103,"domain_scores_codex":[0.9994282,0.0001723067,0.00006985854,0.0001625478,0.000103595,0.00006342024],"domain_scores_gemma":[0.9992492,0.0002287415,0.0001487961,0.000113866,0.0002068572,0.00005249672],"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":[0.0005249929,0.0001480059,0.1172495,0.004546547,0.0001568218,0.003322167,0.1114335,0.001713875,0.008882271,0.1586436,0.003980427,0.5893984],"study_design_scores_gemma":[0.00002271085,0.0003041977,0.588862,0.003222764,0.0001111686,0.002459157,0.04316792,0.0009172752,0.00394062,0.02922618,0.3276802,0.00008575099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5119333,0.3796021,0.004277073,0.003527231,0.001124648,0.00008651245,0.0006229954,0.00005107755,0.09877495],"genre_scores_gemma":[0.9388786,0.0506001,0.00142034,0.0002521227,0.0003226196,0.00004408247,0.0002654538,0.00001706453,0.008199612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02334645,"threshold_uncertainty_score":0.04642111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03514577116166843,"score_gpt":0.2155912097218876,"score_spread":0.1804454385602191,"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."}}