{"id":"W2056085070","doi":"10.1038/nature06354","title":"Snowball Earth prevention by dissolved organic carbon remineralization","year":2007,"lang":"en","type":"article","venue":"Nature","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":116,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Snowball Earth; Carbon dioxide in Earth's atmosphere; Remineralisation; Carbon cycle; Earth system science; Carbon dioxide; Atmosphere (unit); Drawdown (hydrology); Environmental science; Greenhouse effect; Earth science; Global warming; Carbon fibers; Greenhouse gas; Environmental chemistry; Ecology; Oceanography; Climate change; Geology; Chemistry; Ecosystem; Paleontology; Glacial period; Biology; Meteorology; Geography; Materials science; Inorganic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002706082,0.0000916177,0.00009228414,0.00004980181,0.00008888546,0.00001758613,0.0001075392,0.0007457458,0.0002819212],"category_scores_gemma":[0.00003898682,0.00007709514,0.00003968058,0.0002240098,0.00003615098,0.0001062314,6.144721e-7,0.0006510108,0.000006943381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001360749,"about_ca_system_score_gemma":0.00001825199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001133219,"about_ca_topic_score_gemma":0.01238146,"domain_scores_codex":[0.9992804,0.00003653991,0.0001307066,0.0001762808,0.000164566,0.0002115309],"domain_scores_gemma":[0.9996906,0.00004321024,0.00005900647,0.000104826,0.00002849857,0.00007388887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000914605,0.00003118395,0.9036306,0.00001344404,0.00003021632,0.00001701688,0.0001587832,0.000006270458,0.00803185,0.0002096149,0.003481867,0.08429769],"study_design_scores_gemma":[0.0001815525,0.00007122339,0.9940721,0.000009353566,0.00001115526,0.0000079369,0.00002315872,0.0002518146,0.002288057,0.0005127832,0.002466465,0.0001044244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8835318,0.009540631,0.0002559598,0.0002051759,0.0004036436,0.0001037515,0.00001533422,0.00005769262,0.105886],"genre_scores_gemma":[0.9986294,0.00004992949,0.0002821353,0.0001144527,0.00009331829,1.607359e-7,0.0001318386,8.421773e-7,0.0006979264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1150976,"threshold_uncertainty_score":0.6909147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006000177364839262,"score_gpt":0.2281367277744945,"score_spread":0.2221365504096552,"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."}}