{"id":"W4291432403","doi":"10.55355/snv2022112203","title":"Ceramics of the early-middle Neolithic of Vodla V settlement in east Karelia","year":2022,"lang":"en","type":"article","venue":"Samara Journal of Science","topic":"Ancient and Medieval Archaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ceramic; Archaeology; Quarter (Canadian coin); Population; Settlement (finance); Geography; Ancient history; History; Demography; Metallurgy; Materials science","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":[0.0003228351,0.0002507279,0.0002982495,0.003623293,0.001765976,0.0015213,0.0005718973,0.000309274,0.003131501],"category_scores_gemma":[0.000820541,0.0002718976,0.0002264096,0.003005096,0.002219108,0.0006664254,0.002440591,0.0003530263,0.0003554901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159241,"about_ca_system_score_gemma":0.001556317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05164449,"about_ca_topic_score_gemma":0.1402947,"domain_scores_codex":[0.9996697,0.00004013392,0.00002284314,0.00006822812,0.00006591627,0.0001332193],"domain_scores_gemma":[0.999832,0.00005108556,0.00004817721,0.00001165869,0.00002401348,0.0000331006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001118763,0.0001912489,0.7182302,0.0007844302,0.0001181973,0.011674,0.1358826,0.0008714723,0.03125003,0.01204303,0.0006278006,0.08720835],"study_design_scores_gemma":[0.00001412965,0.00008544588,0.9664798,0.0001014231,0.00001863305,0.001308863,0.02481697,0.00009749362,0.0005176909,0.0003885382,0.006150614,0.00002024173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942104,0.0004638452,0.00008335513,0.00005111166,0.000006327952,0.000008634145,0.00008398382,0.000003067577,0.005089366],"genre_scores_gemma":[0.9985076,0.0001957592,0.00008483618,0.00001188624,0.000003322738,0.000005848959,0.00007213871,0.000002764853,0.001115783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05164449,"threshold_uncertainty_score":0.1026877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04152007981207385,"score_gpt":0.2378537474970373,"score_spread":0.1963336676849635,"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."}}