{"id":"W2160175771","doi":"10.1130/ges00851.1","title":"","year":2013,"lang":"en","type":"article","venue":"Geosphere","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; Fonds National de la Recherche Luxembourg; Brock University; Danmarks Grundforskningsfond; China Oxford Scholarship Fund; Deutsche Forschungsgemeinschaft","keywords":"Geology; Paleontology; Diagenesis; Isotopes of carbon; Palynology; Siliciclastic; Carbonate; Phanerozoic; Chemostratigraphy; Stratigraphy; Total organic carbon; Organic matter; Isotopes of strontium; Sedimentary depositional environment; Isotope; Cenozoic; Pollen","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":["insufficient_payload"],"category_scores_codex":[0.0002684655,0.0001726828,0.0002258584,0.00003075686,0.0004335084,0.00008175331,0.0004757799,0.0001943158,0.05915233],"category_scores_gemma":[0.00009100566,0.0001339312,0.00007001513,0.0002809529,0.0003350236,0.0005663941,0.00002116148,0.0003594551,0.01285946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.347583e-7,"about_ca_system_score_gemma":0.00002493273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009588852,"about_ca_topic_score_gemma":0.0300133,"domain_scores_codex":[0.9979869,0.0002039359,0.000237338,0.0003953831,0.0002286657,0.0009477438],"domain_scores_gemma":[0.9988164,0.0003569027,0.00004976294,0.0003621685,0.000100602,0.0003141046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001832356,0.00001488574,0.9850467,0.000009763819,0.0000158028,0.00003466558,0.0001056435,0.0006022842,0.000003944516,0.00006987317,0.0007212377,0.01335691],"study_design_scores_gemma":[0.0003716313,0.0001769807,0.9877222,0.000004165463,0.000004308149,0.0001772698,0.0004642761,0.002919888,0.0000424578,0.007711255,0.0002309869,0.000174608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779153,0.0007916213,0.00002823232,0.002949686,0.0001814498,0.0003506292,0.00000479345,0.0001104606,0.01766781],"genre_scores_gemma":[0.9965191,0.00003720058,0.001400447,0.0008760102,0.00005947152,0.00001035445,0.00006261891,0.000002172684,0.001032592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04629287,"threshold_uncertainty_score":0.9970064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104109328274967,"score_gpt":0.2029000446238154,"score_spread":0.1924891117963187,"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."}}