{"id":"W4214868739","doi":"10.5194/bgd-10-17117-2013","title":"Revisiting the disappearance of terrestrial dissolved organic matter in the ocean: a <i>δ</i> <sup>13</sup> C study","year":2013,"lang":"en","type":"preprint","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; Academy of Finland","keywords":"Colored dissolved organic matter; Dissolved organic carbon; Photobleaching; Environmental chemistry; Terrestrial plant; TRACER; Chemistry; Carbon-14; Seawater; Oceanography; Environmental science; Fluorescence; Geology; Ecology; Phytoplankton; Physics; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003251059,0.000248219,0.0002966738,0.0004927442,0.0005105532,0.0006745494,0.0004025919,0.0005433221,0.0008382721],"category_scores_gemma":[0.0004337729,0.0001606755,0.0003335232,0.0009460845,0.0004046527,0.0004247714,0.0003045619,0.0005709648,0.0001842163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007805538,"about_ca_system_score_gemma":0.0005745715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02412092,"about_ca_topic_score_gemma":0.0181562,"domain_scores_codex":[0.9999024,0.000008024695,0.000006737959,0.00004335855,0.00002342503,0.00001593366],"domain_scores_gemma":[0.9996777,0.00007163926,0.00005532528,0.00002820893,0.000140718,0.00002652006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008252775,0.000100822,0.5373542,0.0003662583,0.0002159367,0.0005607979,0.0002531809,0.001940648,0.436104,0.0003287988,0.000756332,0.02119377],"study_design_scores_gemma":[0.00002673456,0.000245846,0.8589889,0.00003937112,0.0001998636,0.0002098677,0.0007370641,0.008118639,0.1242378,0.0002903702,0.006879844,0.00002575499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965039,0.000731825,0.0006649215,0.00008899313,0.00002158735,0.000007164447,0.0005801878,0.00001553281,0.0013858],"genre_scores_gemma":[0.9979479,0.0003696115,0.0007841887,0.00008860487,0.00001222521,0.000006034274,0.0004622109,0.00001508992,0.0003141809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02412092,"threshold_uncertainty_score":0.04796106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418736704513065,"score_gpt":0.2123876341074813,"score_spread":0.1982002670623506,"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."}}