{"id":"W2984690440","doi":"10.1002/lno.11362","title":"Systematic microbial production of optically active dissolved organic matter in subarctic lake water","year":2019,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Vetenskapsrådet; Natural Sciences and Engineering Research Council of Canada; Knut och Alice Wallenbergs Stiftelse; Svenska Forskningsrådet Formas","keywords":"Dissolved organic carbon; Colored dissolved organic matter; Subarctic climate; Bacterioplankton; Tundra; Environmental science; Environmental chemistry; Biogeochemistry; Organic matter; Aquatic ecosystem; Ecology; Chemistry; Ecosystem; Phytoplankton; Biology; Nutrient","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":[0.000244927,0.0002695488,0.0002980965,0.0007185997,0.0003603849,0.0006573629,0.0001644852,0.0002145872,0.0003508675],"category_scores_gemma":[0.0003619674,0.0002109939,0.0001689023,0.0006217874,0.000397087,0.0002846124,0.0005250733,0.0001652094,0.0001072645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004851165,"about_ca_system_score_gemma":0.0003839661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009273513,"about_ca_topic_score_gemma":0.0130308,"domain_scores_codex":[0.9998202,0.00003284359,0.00001205056,0.0000666642,0.00003842368,0.00002995484],"domain_scores_gemma":[0.9995944,0.0000712542,0.0001507443,0.00002399607,0.0001044905,0.00005511351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004114898,0.00003787878,0.7020694,0.0001057318,0.00007508143,0.0000812173,0.0007598589,0.00025193,0.2919004,0.00003942799,0.00002660407,0.004240981],"study_design_scores_gemma":[0.00000244556,0.00008594841,0.9916189,0.000003694989,0.00002156659,0.00003079785,0.0002961076,0.0001663316,0.007619598,0.00001038494,0.0001406536,0.000003559175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995607,0.0001445515,0.00004566172,0.000003970958,6.02963e-7,0.000002201386,0.0001295666,0.000001514314,0.000111125],"genre_scores_gemma":[0.9992921,0.000128899,0.0001624652,0.00000863529,0.000001448063,0.000005944668,0.0002111669,0.000001665563,0.0001877436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009273513,"threshold_uncertainty_score":0.01843905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002903918269981061,"score_gpt":0.157854689084222,"score_spread":0.1549507708142409,"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."}}