{"id":"W4415293758","doi":"10.1016/j.earscirev.2025.105301","title":"Guidelines for producing integrated 210Pb and 14C age-models","year":2025,"lang":"en","type":"article","venue":"Earth-Science Reviews","topic":"Paleopathology and ancient diseases","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"U.S. Geological Survey","keywords":"Coring; Radiometric dating; Radiocarbon dating; Sampling (signal processing); Sedimentation; Sedimentary rock; Peat","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04043014,0.003128229,0.00148683,0.008478627,0.001814806,0.004967545,0.009081784,0.003611261,0.01832177],"category_scores_gemma":[0.07417077,0.003085067,0.00334224,0.007909061,0.001037859,0.004505282,0.003555045,0.00452314,0.02644376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001983203,"about_ca_system_score_gemma":0.005817251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01010358,"about_ca_topic_score_gemma":0.0186391,"domain_scores_codex":[0.9879946,0.004353488,0.002646534,0.001069945,0.003625613,0.0003098947],"domain_scores_gemma":[0.9569254,0.01237385,0.003325702,0.008829593,0.01768242,0.0008629501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003463887,0.000442871,0.01661951,0.004504301,0.0005174977,0.001363464,0.002839321,0.05717386,0.01982946,0.08647077,0.2531469,0.5567457],"study_design_scores_gemma":[0.00009147086,0.0001173282,0.004817253,0.002125891,0.0002353908,0.0005974723,0.0005188762,0.04622963,0.01591443,0.05539427,0.8736915,0.0002665423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00172091,0.001297715,0.964314,0.0007504803,0.0004040457,0.001544669,0.009534669,0.009016777,0.0114168],"genre_scores_gemma":[0.00482049,0.001182027,0.9792935,0.0002291221,0.00005949408,0.002166989,0.006727241,0.002913289,0.002608005],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04043014,"threshold_uncertainty_score":0.2138176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2211650204059304,"score_gpt":0.3818100249986318,"score_spread":0.1606450045927014,"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."}}