{"id":"W2560918186","doi":"10.1016/j.dsr.2016.12.014","title":"Size distribution of absorbing and fluorescing DOM in Beaufort Sea, Canada Basin","year":2016,"lang":"en","type":"article","venue":"Deep Sea Research Part I Oceanographic Research Papers","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Woods Hole Oceanographic Institution; National Science Foundation","keywords":"Colored dissolved organic matter; Dissolved organic carbon; Size-exclusion chromatography; Arctic; Oceanography; Organic matter; Seawater; Environmental science; Fractionation; Environmental chemistry; Chemistry; Phytoplankton; Geology; Chromatography; Nutrient","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008388294,0.0002107006,0.0003766911,0.0004866724,0.000550643,0.000123138,0.0005671927,0.0001347775,0.0009419293],"category_scores_gemma":[0.002076805,0.0001488721,0.00008065933,0.002520204,0.0008415207,0.0003526795,0.0001748767,0.0007496331,0.0000164134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007686971,"about_ca_system_score_gemma":0.0008803767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6726915,"about_ca_topic_score_gemma":0.930657,"domain_scores_codex":[0.9927974,0.001463074,0.000565432,0.0006652067,0.002799898,0.001709014],"domain_scores_gemma":[0.9943964,0.003917055,0.00007399496,0.0004946942,0.0004896926,0.0006281448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001867071,0.00003045108,0.9415693,0.0001563862,0.00003298452,0.0001195796,0.00007919841,0.00003059347,0.0002590237,0.0001514149,0.002688299,0.05469603],"study_design_scores_gemma":[0.0009670689,0.000443672,0.9498256,0.0004055066,0.000004163334,0.00001695936,0.001556675,0.002614467,0.0003763822,0.0004928941,0.0429971,0.0002994915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836946,0.0006050788,0.000005802281,0.001259265,0.0001062066,0.0006550215,0.0002833692,0.00002003156,0.01337059],"genre_scores_gemma":[0.9979478,0.001286816,0.00001629295,0.00002351281,0.0001003464,0.00001626435,0.0001199083,0.00001064761,0.0004784122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2579655,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0288724699115331,"score_gpt":0.2721984843220654,"score_spread":0.2433260144105323,"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."}}