{"id":"W3012907419","doi":"","title":"Seasonal Trends in the Molecular Signatures of Yukon River Dissolved Organic Matter","year":2011,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dissolved organic carbon; Environmental science; Organic matter; Hydrology (agriculture); Physical geography; Climatology; Oceanography; Geology; Geography; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001003423,0.000130106,0.000179646,0.0004034365,0.0002985522,0.0004068672,0.0001625058,0.0002695652,0.0007643768],"category_scores_gemma":[0.0002260383,0.0001393435,0.0001248648,0.0005665878,0.0001800249,0.0002892166,0.0002816971,0.0002268672,0.0001680729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000621548,"about_ca_system_score_gemma":0.0004050767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04221567,"about_ca_topic_score_gemma":0.09989721,"domain_scores_codex":[0.9999498,0.000002868514,0.000004304322,0.00001832199,0.00000811085,0.00001661159],"domain_scores_gemma":[0.9997467,0.00002397491,0.00004925932,0.00001473185,0.000111416,0.00005393907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005899146,0.00005196155,0.9456989,0.00004452388,0.00013637,0.0001049214,0.0004977262,0.0002113804,0.04308794,0.0001033556,0.0006733828,0.008799683],"study_design_scores_gemma":[0.000001847981,0.0000131244,0.9990821,9.197383e-7,0.000009619312,0.00001395744,0.0001319633,0.00008685921,0.000427838,0.000005220929,0.0002247199,0.000001705057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999033,0.00007501987,0.00003809102,0.00003507162,0.000003966878,0.000001969105,0.0004686447,0.00000519779,0.0003390992],"genre_scores_gemma":[0.9987551,0.00004692194,0.00003919111,0.00002309547,0.000002190544,0.000003920324,0.0006173184,0.000001834822,0.0005104804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9577844,"threshold_uncertainty_score":0.08393991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247724772559978,"score_gpt":0.1953046114599965,"score_spread":0.1828273637343968,"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."}}