{"id":"W3004534889","doi":"10.5194/essd-12-2261-2020","title":"The Iso2k database: a global compilation of paleo- δ 18 O and δ 2 H records to aid understanding of Common Era climate","year":2020,"lang":"en","type":"article","venue":"Earth system science data","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Directorate for Geosciences","keywords":"Metadata; Context (archaeology); Database; Proxy (statistics); Geology; Computer science; Paleontology","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":[0.002365597,0.002048472,0.00163934,0.01617732,0.0007303499,0.003304525,0.003150615,0.001174243,0.01144983],"category_scores_gemma":[0.007952833,0.0009285074,0.0008140152,0.02536031,0.0004662448,0.003379819,0.003719362,0.001214774,0.01506023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073924,"about_ca_system_score_gemma":0.003663407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436505,"about_ca_topic_score_gemma":0.01928491,"domain_scores_codex":[0.9982294,0.0001612898,0.0004998325,0.0005201844,0.0004270718,0.0001621959],"domain_scores_gemma":[0.9932665,0.0009358348,0.001492441,0.001422638,0.002207459,0.0006752278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005352115,0.0001831149,0.05764437,0.008814099,0.0007840997,0.0004193818,0.0006998725,0.003995869,0.00772668,0.005518048,0.7906743,0.1230049],"study_design_scores_gemma":[0.0000901478,0.00003500999,0.06338048,0.001063812,0.0002618256,0.0002441353,0.0004382028,0.001585161,0.003448053,0.002233147,0.9270709,0.0001490583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00286469,0.0005420484,0.001593339,0.00005626495,0.00002830345,0.00005193434,0.9917012,0.001109973,0.002052248],"genre_scores_gemma":[0.002646084,0.00036894,0.004145204,0.00003849268,0.00001199448,0.0001696299,0.9920546,0.0002178331,0.0003473761],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01617732,"threshold_uncertainty_score":0.03830355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08706417849024393,"score_gpt":0.2958072329428415,"score_spread":0.2087430544525976,"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."}}