{"id":"W7033511196","doi":"","title":"Quantifying Earth’s Thermal History: Advances in Cosmogenic Noble Gas Paleothermometry, Diffusion Modeling, and Evaluation of Sea-Surface Temperature Reconstructions","year":2025,"lang":"en","type":"other","venue":"","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alkenone; Paleoclimatology; δ18O; Upwelling; Diffusion; Sea surface temperature; Thermal; Proxy (statistics)","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":[0.001689936,0.0006265066,0.0004253184,0.0009896609,0.0003133292,0.001300249,0.0007064188,0.000456233,0.00132691],"category_scores_gemma":[0.002848819,0.0003859563,0.0004526456,0.001154394,0.0005352841,0.001767331,0.0009929395,0.0009878267,0.0003440419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009458822,"about_ca_system_score_gemma":0.000861723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008301971,"about_ca_topic_score_gemma":0.01356188,"domain_scores_codex":[0.9997302,0.00004037968,0.00001422784,0.00009477464,0.0001078235,0.00001262436],"domain_scores_gemma":[0.9994712,0.0001844015,0.00006368876,0.0001228163,0.0001360055,0.00002173683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002402254,0.000080757,0.08452043,0.001472983,0.0004139329,0.0001450028,0.00171002,0.2864276,0.1608122,0.02688055,0.002932534,0.4343638],"study_design_scores_gemma":[0.00004417987,0.0001464971,0.110087,0.000507439,0.0002917977,0.0003720153,0.000988767,0.5866294,0.1901749,0.03160829,0.07888418,0.0002655266],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5887879,0.01299698,0.3790815,0.002179514,0.000152655,0.00005663158,0.002972331,0.001732415,0.0120401],"genre_scores_gemma":[0.7878882,0.00752629,0.1996847,0.0001100504,0.00006689735,0.00004764085,0.001774279,0.0009310983,0.001970851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008301971,"threshold_uncertainty_score":0.01650733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381098185118268,"score_gpt":0.3757009873636853,"score_spread":0.2375911688518585,"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."}}