{"id":"W2359656984","doi":"","title":"OPTICAL CHARACTERIZATION, DISTRIBUTION AND SOURCES OF CHROMOPHORIC DISSOLVED ORGANIC MATERIAL(CDOM) IN THE CHANGJIANG RIVER ESTUARY IN JULY 2014","year":2015,"lang":"en","type":"article","venue":"Haiyang yu huzhao","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Colored dissolved organic matter; Dissolved organic carbon; Estuary; Spectral slope; Absorbance; Salinity; Environmental science; Environmental chemistry; Absorption (acoustics); Chemistry; TRACER; Oceanography; Geology; Spectral line; Materials science; Chromatography; Phytoplankton","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":[0.0002965104,0.0003759215,0.0003104009,0.001049,0.0007725916,0.0005914842,0.0002847562,0.0003473476,0.0002654005],"category_scores_gemma":[0.0002426383,0.0001777643,0.0003534416,0.001202542,0.0003482905,0.0003746534,0.0003665639,0.0003106644,0.0000629758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220386,"about_ca_system_score_gemma":0.0008847728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06583299,"about_ca_topic_score_gemma":0.1576667,"domain_scores_codex":[0.999813,0.000008294254,0.00001656357,0.00005502069,0.00006951002,0.00003762199],"domain_scores_gemma":[0.9997737,0.000018889,0.00004201148,0.000006902056,0.0001258114,0.00003271112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001532957,0.00005087703,0.9393522,0.00007997481,0.00006094482,0.0006524706,0.000850239,0.0004903959,0.04678322,0.0001156848,0.0004052323,0.01100552],"study_design_scores_gemma":[0.000002910682,0.00003390339,0.9941803,0.000005734686,0.00002369178,0.00007111369,0.0004626225,0.0006012312,0.003825422,0.00002191188,0.0007609384,0.00001026896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988366,0.0001167098,0.0001533239,0.00002280239,0.000008292526,0.000005804734,0.000362458,0.00001137237,0.0004826429],"genre_scores_gemma":[0.9974552,0.000162009,0.0003683002,0.00003898052,0.00001255252,0.00001426574,0.001021571,0.000006005369,0.0009210916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06583299,"threshold_uncertainty_score":0.1308995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029748482677502,"score_gpt":0.1822120047963309,"score_spread":0.1719145199695559,"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."}}