{"id":"W2793069893","doi":"10.1002/2017gb005698","title":"Photochemical Mineralization of Terrigenous DOC to Dissolved Inorganic Carbon in Ocean","year":2018,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Louisiana-Pacific (Canada)","funders":"Academy of Finland","keywords":"Dissolved organic carbon; Terrigenous sediment; Seawater; Photobleaching; Irradiance; Environmental science; Colored dissolved organic matter; Oceanography; Environmental chemistry; Total inorganic carbon; Flux (metallurgy); Chemistry; Geology; Phytoplankton; Carbon dioxide; Nutrient; Physics; Geomorphology; Sediment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001124583,0.0002314985,0.0001564038,0.0001869335,0.0002069688,0.0003459139,0.0001259691,0.0001814475,0.0006279105],"category_scores_gemma":[0.000178041,0.0001717429,0.000197385,0.0001669656,0.0001823852,0.000178607,0.0002352775,0.0002564606,0.0001876447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008289227,"about_ca_system_score_gemma":0.0003015599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006026374,"about_ca_topic_score_gemma":0.01010783,"domain_scores_codex":[0.9999312,0.000005717102,0.000003344713,0.00003489025,0.00001406447,0.0000107489],"domain_scores_gemma":[0.9999357,0.0000157784,0.00001484059,0.000005561571,0.00001933255,0.000008762674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001300764,0.00002011089,0.08367413,0.0001303819,0.00003548738,0.0001053896,0.0001108074,0.001081721,0.9038624,0.0001241093,0.00005937647,0.01066612],"study_design_scores_gemma":[0.00001451246,0.0001942167,0.6568637,0.00001817123,0.00004287214,0.0001768789,0.0004132287,0.004720282,0.3348101,0.000139029,0.002594499,0.00001250327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983253,0.0002769615,0.0003977982,0.00001578659,0.000002529133,0.000003922521,0.0001272479,0.000005427093,0.0008451233],"genre_scores_gemma":[0.9974974,0.0003514457,0.0007288004,0.0000226975,0.000002113354,0.00001302163,0.0002862592,0.000007141096,0.001091082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006026374,"threshold_uncertainty_score":0.01198262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007489011171414683,"score_gpt":0.2126789181466332,"score_spread":0.2051899069752185,"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."}}