{"id":"W7081980337","doi":"10.5281/zenodo.17047557","title":"Luminescence dating results from the 2023 ASIG sediment core, Prudhoe Dome, Greenland","year":2025,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Dome (geology); Sediment; Luminescence; Greenland ice sheet; Thermoluminescence dating; Firn; Drilling; Aragonite","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":[0.0004984066,0.0005451147,0.000292742,0.001410369,0.0007205647,0.0007431588,0.0005166452,0.0005514215,0.00109161],"category_scores_gemma":[0.0004272881,0.0002352224,0.00029323,0.001580385,0.000320924,0.0002653851,0.0004532239,0.0003290096,0.0008915514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683191,"about_ca_system_score_gemma":0.001220044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1425315,"about_ca_topic_score_gemma":0.3942825,"domain_scores_codex":[0.9996353,0.00001685068,0.00002146377,0.0001250432,0.0001406817,0.00006060376],"domain_scores_gemma":[0.9997339,0.00001497558,0.00004246806,0.0000345144,0.0001335062,0.00004073909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000429633,0.0001210339,0.858768,0.0002036494,0.0001467192,0.000677333,0.0009951309,0.004903838,0.07187258,0.0004993135,0.01913656,0.0422461],"study_design_scores_gemma":[0.00002710574,0.00004801187,0.9521505,0.00004427095,0.00004135816,0.0001252322,0.0003945001,0.001770483,0.0104677,0.0001473902,0.03476587,0.00001752832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9470454,0.0007135512,0.001260239,0.0002105332,0.00004943724,0.00006604559,0.04135162,0.0003267151,0.008976535],"genre_scores_gemma":[0.9394642,0.0005166202,0.008716724,0.0004240079,0.00003040842,0.0001225955,0.04490399,0.0002630416,0.005558393],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1425315,"threshold_uncertainty_score":0.2834037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03771227880487438,"score_gpt":0.2474236175446783,"score_spread":0.2097113387398039,"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."}}