{"id":"W2116703650","doi":"10.5194/bg-11-3707-2014","title":"Revisiting the disappearance of terrestrial dissolved organic matter in the ocean: a <i>δ</i> <sup>13</sup> C study","year":2014,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Academy of Finland; Natural Sciences and Engineering Research Council of Canada; Helsingin Yliopisto","keywords":"Colored dissolved organic matter; Dissolved organic carbon; Photobleaching; Environmental chemistry; TRACER; Chemistry; Oceanography; Environmental science; Geology; Fluorescence; Phytoplankton","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002059151,0.0001237088,0.0001903411,0.00004901631,0.0002435333,0.0001578778,0.0009196235,0.0000257073,0.0003364368],"category_scores_gemma":[0.0001475109,0.00005711288,0.00005430228,0.0006770625,0.0001488332,0.0001773278,0.00004319864,0.0001118167,0.00008750809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001461678,"about_ca_system_score_gemma":0.00002910575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01330222,"about_ca_topic_score_gemma":0.007526811,"domain_scores_codex":[0.998225,0.0004078651,0.0003423721,0.0002812391,0.0004529592,0.0002905608],"domain_scores_gemma":[0.9991122,0.000365949,0.0001411433,0.0003292127,0.00001306136,0.00003843344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001347822,0.00001983651,0.99079,0.000009061519,0.000002247214,0.000001594224,0.001157849,0.00005410299,0.00001511598,0.00001018898,0.000167844,0.00775869],"study_design_scores_gemma":[0.0002733798,0.0001932095,0.978346,0.00003763513,0.00001057839,0.000008799634,0.008068594,0.007831875,0.00001254356,0.0001203303,0.004975866,0.0001211754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916108,0.0001121631,0.00001405054,0.001588249,0.0001684715,0.0003539105,0.00001496239,0.00001031178,0.006127027],"genre_scores_gemma":[0.9992629,0.000007252948,0.00000755844,0.0003083326,0.0003213912,0.000001892486,0.000005541329,0.000001921298,0.00008326039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01244398,"threshold_uncertainty_score":0.9932683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141671985795062,"score_gpt":0.2061472358758179,"score_spread":0.1947305160178673,"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."}}