{"id":"W2143414540","doi":"10.1038/ncomms1411","title":"Dust inputs and bacteria influence dissolved organic matter in clear alpine lakes","year":2011,"lang":"en","type":"article","venue":"Nature Communications","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Goddard Space Flight Center; Banco Bilbao Vizcaya Argentaria; National Aeronautics and Space Administration; Austrian Science Fund; ArcticNet; Parks Canada","keywords":"Dissolved organic carbon; Biogeochemical cycle; Environmental science; Organic matter; Aquatic ecosystem; Environmental chemistry; Ecosystem; Total organic carbon; Food web; Biogeochemistry; Ecology; Chemistry; Biology","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":[0.0002636535,0.0002125197,0.0002346624,0.0006389931,0.0003241925,0.0006989207,0.0001118314,0.0001585266,0.0005587704],"category_scores_gemma":[0.0008057872,0.0001125573,0.0002681881,0.0009851495,0.0002241993,0.0002889823,0.000495281,0.0001303826,0.00007420732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000284589,"about_ca_system_score_gemma":0.0001696765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01763485,"about_ca_topic_score_gemma":0.02987832,"domain_scores_codex":[0.9998161,0.00005269338,0.00002081806,0.0000505406,0.00003225407,0.00002746147],"domain_scores_gemma":[0.999426,0.0001570351,0.0002457674,0.00003976055,0.0000741133,0.00005732185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008632614,0.00001075387,0.9912333,0.00002770606,0.00008805202,0.0000385739,0.0001323071,0.0004976764,0.004923199,0.00002021495,0.00006457869,0.00287717],"study_design_scores_gemma":[0.000002858451,0.00000765267,0.9988626,0.000001903378,0.00001443357,0.00001217934,0.00008228156,0.0005365079,0.0003146009,0.00000999652,0.0001533053,0.000001760744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993429,0.00009446331,0.00005075451,0.000009036831,5.252352e-7,0.000001024112,0.0003535066,0.00000341848,0.0001445526],"genre_scores_gemma":[0.9984824,0.00009104663,0.0001574424,0.000009391414,0.00000328416,0.000003450088,0.001161423,0.000002577882,0.00008901323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01763485,"threshold_uncertainty_score":0.03506446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366608301507604,"score_gpt":0.2139931213022729,"score_spread":0.2003270382871969,"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."}}