{"id":"W1429277116","doi":"10.1371/journal.pone.0128884","title":"Temperature Dependence of Photodegradation of Dissolved Organic Matter to Dissolved Inorganic Carbon and Particulate Organic Carbon","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Grantová Agentura České Republiky","keywords":"Photodegradation; Dissolved organic carbon; Particulates; Carbon fibers; Environmental chemistry; Degradation (telecommunications); Chemistry; Photochemistry; Total organic carbon; Reaction rate constant; Kinetics; Materials science; Photocatalysis; Organic chemistry; Catalysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002625643,0.0003046978,0.0002906077,0.0002238605,0.000164473,0.0003669983,0.0001970392,0.0003084066,0.00125385],"category_scores_gemma":[0.0006099569,0.0001571924,0.000495306,0.0002911021,0.0001795572,0.0003496599,0.0001875458,0.0004704859,0.000475697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004151703,"about_ca_system_score_gemma":0.0002185924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040851,"about_ca_topic_score_gemma":0.001745176,"domain_scores_codex":[0.9997136,0.00002838475,0.00002153015,0.0001096754,0.00008582923,0.00004094334],"domain_scores_gemma":[0.9993106,0.0002188153,0.0001121271,0.00006379042,0.0002638918,0.00003078009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003415296,0.00006173884,0.0072392,0.0002825043,0.00005301638,0.00005189807,0.00007578684,0.0008597894,0.9829046,0.0001102199,0.0001299705,0.007889788],"study_design_scores_gemma":[0.00000564789,0.000270403,0.04192193,0.00001095255,0.000034599,0.00008073461,0.0000524331,0.001601204,0.9543259,0.0000803576,0.0016,0.00001591581],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828706,0.004792207,0.006418182,0.0001058028,0.0000945401,0.00005203935,0.001585496,0.00009019928,0.003990873],"genre_scores_gemma":[0.9939943,0.001294102,0.002276144,0.00004426616,0.00001176795,0.00003478914,0.0007520207,0.0000283444,0.001564212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002040851,"threshold_uncertainty_score":0.004194498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851619859005829,"score_gpt":0.1839489235457531,"score_spread":0.1654327249556948,"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."}}