{"id":"W3194502204","doi":"10.1177/09596836211041728","title":"Species-specific reservoir effect estimates: A case study of archaeological marine samples from the Bering Strait","year":2021,"lang":"en","type":"article","venue":"The Holocene","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; Social Sciences and Humanities Research Council of Canada; Knut och Alice Wallenbergs Stiftelse","keywords":"Range (aeronautics); Radiocarbon dating; Marine ecosystem; Marine species; Geology; Oceanography; Ecosystem; Environmental science; Ecology; Paleontology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004040062,0.0001413956,0.0002302213,0.00001108193,0.0005043406,0.000009643796,0.0002991227,0.00003452802,0.00255493],"category_scores_gemma":[0.00008514878,0.00006788989,0.00005861434,0.0001419618,0.000837085,0.00003791674,0.0003585581,0.0002086735,0.00004296328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002976964,"about_ca_system_score_gemma":0.000006441397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004492988,"about_ca_topic_score_gemma":0.004000274,"domain_scores_codex":[0.9987956,0.0003018519,0.000187797,0.0002651068,0.0001960529,0.0002536119],"domain_scores_gemma":[0.99794,0.001614143,0.00006039985,0.0003332066,0.00001040712,0.00004183074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007229561,0.00005976263,0.9861573,0.000003418706,0.00006511604,0.001341281,0.002744492,0.001255115,0.00001630447,0.00002631757,0.00007260627,0.008185987],"study_design_scores_gemma":[0.0003190151,0.0003950933,0.990012,0.000007376757,0.00002717463,0.0003018858,0.00702686,0.0001647152,0.0003833055,0.001055464,0.0002263585,0.0000807604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966556,0.001564259,0.00003218841,0.0006067964,0.0001033001,0.0002099242,0.00007943253,0.00001962588,0.0007288404],"genre_scores_gemma":[0.9990338,0.0003102174,0.0003151908,0.0001019845,0.00008516153,0.000003190008,0.00004751435,0.000002838161,0.0001001108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008105227,"threshold_uncertainty_score":0.9983569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04460434737329843,"score_gpt":0.2352885625001139,"score_spread":0.1906842151268155,"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."}}