{"id":"W4389257301","doi":"10.1016/j.jasrep.2023.104322","title":"Early Byzantine fish consumption and trade revealed by archaeoichthyology and isotopic analysis at Sagalassos, Turkey","year":2023,"lang":"en","type":"article","venue":"Journal of Archaeological Science Reports","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Freshwater fish; Geography; Byzantine architecture; Isotope analysis; Archaeology; Fish bone; Fish <Actinopterygii>; Ecology; Fishery; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00174962,0.0001367765,0.0003882303,0.0002763349,0.0005539511,0.00001279875,0.0001350078,0.00008105429,0.000272062],"category_scores_gemma":[0.000239833,0.00009020809,0.00008273643,0.0006628726,0.004936403,0.000231201,0.0002441419,0.0002193165,0.000005916631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009592668,"about_ca_system_score_gemma":0.00001738744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001202436,"about_ca_topic_score_gemma":0.0002677287,"domain_scores_codex":[0.9981413,0.0001104399,0.0004979619,0.0003801014,0.0004197617,0.0004503746],"domain_scores_gemma":[0.9988893,0.0002898246,0.0003991571,0.0001103571,0.00002078335,0.0002905965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002635896,0.000009481846,0.9926778,0.000005468569,0.00005385737,0.002817591,0.0005081083,0.00008818776,0.0003631436,0.00001449199,0.0001346018,0.003300908],"study_design_scores_gemma":[0.0001477458,0.0003477871,0.9873888,0.000006829151,0.00007988993,0.009085626,0.00008849892,0.0004309389,0.00006530348,0.001107571,0.001146009,0.0001050077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959139,0.0008954155,0.00006210618,0.002753361,0.0001368703,0.00009405988,0.00001240096,0.00001752227,0.0001143707],"genre_scores_gemma":[0.9966215,0.002564526,0.000395642,0.000201738,0.00003255076,6.671974e-7,0.000007744437,0.000001426047,0.0001741962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006268035,"threshold_uncertainty_score":0.9977716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222042146454592,"score_gpt":0.2240562261736653,"score_spread":0.2118358047091194,"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."}}