{"id":"W7101071425","doi":"","title":"Distinct Optical Chemistry of Dissolved Organic Matter in","year":2013,"lang":"en","type":"article","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dissolved organic carbon; Biogeochemistry; Aquatic ecosystem; Biogeochemical cycle; Freshwater ecosystem; Organic matter; Ecosystem; Total organic carbon; Remineralisation","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":[0.00004990815,0.00008982852,0.00009965093,0.0001770452,0.000352824,0.0003565222,0.00006631527,0.00006948287,0.0005683107],"category_scores_gemma":[0.00009049319,0.00008701207,0.00006333317,0.000260145,0.0002611711,0.0001260622,0.0001998459,0.0001125253,0.00006238667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009239066,"about_ca_system_score_gemma":0.0004427556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06458362,"about_ca_topic_score_gemma":0.1855439,"domain_scores_codex":[0.9999516,0.00000274289,0.000001388948,0.00001415447,0.00001885897,0.00001122172],"domain_scores_gemma":[0.9999433,0.000005364597,0.00001640588,0.000002555129,0.00002281899,0.00000960105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001962733,0.00002089497,0.2381617,0.00009168746,0.00002531694,0.0001043643,0.0006180452,0.0003930916,0.7481337,0.0001308756,0.0001265075,0.01199747],"study_design_scores_gemma":[0.000003876893,0.00006415696,0.9371873,0.000003153393,0.0000165269,0.00009384267,0.0005017408,0.0005616217,0.06034666,0.000051912,0.001163975,0.000005074611],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991164,0.00005728803,0.0001923582,0.000003632484,6.220282e-7,0.000002280105,0.000080524,0.00000473716,0.0005422385],"genre_scores_gemma":[0.9989851,0.00005656022,0.0003562937,0.000006095364,3.91597e-7,0.000002515621,0.00012062,0.000002323642,0.0004700866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06458362,"threshold_uncertainty_score":0.1284154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004825912258863837,"score_gpt":0.1653925599763417,"score_spread":0.1605666477174778,"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."}}