{"id":"W1599454624","doi":"10.1038/ngeo1832","title":"The acceleration of oceanic denitrification during deglacial warming","year":2013,"lang":"en","type":"article","venue":"Nature Geoscience","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":128,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; McGill University; Université de Montréal","funders":"","keywords":"Oceanography; Denitrification; Geology; Acceleration; Environmental science; Climatology; Nitrogen; 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":[0.0004089619,0.00005721127,0.00006671581,0.00005613187,0.000637701,0.00004815229,0.0003828745,0.0001503914,0.000307913],"category_scores_gemma":[0.0003025436,0.00003606349,0.00002336911,0.0003399125,0.0003034709,0.0002743168,0.00001293034,0.0003590929,0.0002055747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.470856e-7,"about_ca_system_score_gemma":0.00005362631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000105803,"about_ca_topic_score_gemma":0.0004835385,"domain_scores_codex":[0.99911,0.00008245652,0.0001388496,0.0001692552,0.0002294632,0.0002700091],"domain_scores_gemma":[0.9993505,0.0002647728,0.0000696338,0.000155291,0.0001124186,0.00004735605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008639058,0.000002868136,0.99753,0.000004667798,0.000001536726,7.485108e-7,0.0000571161,0.00001869945,0.0004739259,0.0002641496,0.00002958988,0.001607988],"study_design_scores_gemma":[0.00006750119,0.00001896462,0.9950621,0.000003021607,0.000001814101,0.00002091087,0.00007417052,0.002623379,0.001181672,0.0007988524,0.0001045458,0.000043032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962109,0.0006742736,0.00003961863,0.0006775002,0.0002945302,0.0001531418,0.000001820618,0.00001345935,0.001934812],"genre_scores_gemma":[0.9992782,0.00006939925,0.0002233487,0.00005158205,0.00004317192,0.000001957045,0.000007548818,7.332209e-7,0.0003240392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003067376,"threshold_uncertainty_score":0.4904745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008937186277159405,"score_gpt":0.2343397938654008,"score_spread":0.2254026075882414,"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."}}