{"id":"W4285410020","doi":"10.24852/pa2022.1.39.8.16","title":"Traditions and Innovations’ in Housebuilding of the Later Volosovo Population of the Mari Volga Region","year":2022,"lang":"en","type":"article","venue":"Povolzhskaya Arkheologiya (The Volga River Region Archaeology)","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volga region; Geography; Human settlement; Population; Archaeology; Quarter (Canadian coin); Residence; Ethnology; Demography; History; Sociology","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":[0.0004793963,0.0001793452,0.0002646084,0.0001643482,0.0008588061,0.000002287104,0.0006338439,0.00008768809,0.0001506806],"category_scores_gemma":[0.00008824049,0.0001008975,0.0001157865,0.0006680076,0.004254554,0.0001151908,0.000525205,0.0004990214,0.000003026977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002542698,"about_ca_system_score_gemma":0.00002372554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245917,"about_ca_topic_score_gemma":0.001648099,"domain_scores_codex":[0.9979621,0.0006800919,0.000432695,0.0003308936,0.0002728795,0.0003213082],"domain_scores_gemma":[0.9988536,0.0002923022,0.000386228,0.0004156471,0.00002322629,0.00002902489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006398867,0.00003472958,0.9856604,0.00001054819,0.00002866181,0.000005790849,0.003730983,0.002289095,0.00002783912,0.006504415,0.000243289,0.001400299],"study_design_scores_gemma":[0.0003328186,0.0001039322,0.9609823,0.00001567407,0.00002882294,0.0001095638,0.0004884881,0.001126542,0.00005802491,0.0353678,0.001274826,0.0001112206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903733,0.0004375045,0.0001430207,0.007903049,0.0003854295,0.0004789221,0.00002901599,0.000018783,0.0002310257],"genre_scores_gemma":[0.9984025,0.0002496661,0.0001646389,0.0006727339,0.00002758366,0.00002149015,0.00002414422,0.000005850663,0.0004313432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02886339,"threshold_uncertainty_score":0.9984553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748225575774304,"score_gpt":0.1855968659223872,"score_spread":0.1681146101646442,"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."}}