{"id":"W4394514214","doi":"10.6084/m9.figshare.1011780","title":"Initial DOM properties (<em>t</em><sub>0</sub>) and changes (diff) after 12 days of incubation under natural sunlight (per cent differences given in parentheses), including dissolved organic carbon (DOC), absorption coefficient of CDOM at 320 nm (<em>a</em><sub>320</sub>), SUVA index (<em>A</em><sub>254</sub>/DOC), CDOM absorption slope at 290 nm (<em>S</em><sub>290</sub>), and four PARAFAC components extracted from EEMs of fluorescence (C1–C4, and the sum C1–C4, given in Raman units, RU)","year":2013,"lang":"en","type":"dataset","venue":"Figshare","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dissolved organic carbon; Sunlight; Absorption (acoustics); Total organic carbon; Incubation; Environmental chemistry; Carbon fibers; Chemistry; Environmental science; Materials science; Optics; Physics; Biochemistry","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":[0.0002275327,0.0005662963,0.0004064838,0.0003839526,0.0002618568,0.0004909344,0.0001886477,0.0004089386,0.005701605],"category_scores_gemma":[0.0006216028,0.0001533912,0.0003309734,0.0006183927,0.0001766759,0.0004775545,0.0002775682,0.0005128852,0.002203535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004264784,"about_ca_system_score_gemma":0.000322266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003321269,"about_ca_topic_score_gemma":0.004338648,"domain_scores_codex":[0.9997427,0.00002374372,0.00003275028,0.00008128391,0.00007493483,0.00004457012],"domain_scores_gemma":[0.999579,0.00009413558,0.00007709515,0.00003777495,0.0001579211,0.00005404999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001448831,0.000109958,0.008810333,0.000197777,0.00006370116,0.0001078013,0.00005034291,0.0003430368,0.9684143,0.00009314453,0.001439372,0.0189214],"study_design_scores_gemma":[0.00001602376,0.000788938,0.1725125,0.00002115858,0.00008164604,0.0003263354,0.0003071373,0.001089384,0.808759,0.00009399804,0.01595156,0.00005233465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9421763,0.002222385,0.005112133,0.000097135,0.0001622643,0.0001527744,0.03834186,0.0003036556,0.0114314],"genre_scores_gemma":[0.9077883,0.001632528,0.01356925,0.0002213179,0.00002544626,0.0003473727,0.04967802,0.0002085846,0.02652911],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.005701605,"threshold_uncertainty_score":0.01907378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04559412618603272,"score_gpt":0.2330684513601036,"score_spread":0.1874743251740709,"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."}}