{"id":"W2529813131","doi":"","title":"Warmer Boreal Forest Organic Soil Horizons are Associated with Larger Fluxes of Dissolved Organic Carbon than their Cooler Climate Counterparts.","year":2015,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Taiga; Environmental science; Dissolved organic carbon; Boreal; Total organic carbon; Soil carbon; Carbon fibers; Soil organic matter; Soil water; Hydrology (agriculture); Atmospheric sciences; Environmental chemistry; Soil science; Ecology; Forestry; Chemistry; Geology; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00015213,0.0002154768,0.0003175112,0.0003636469,0.0004755299,0.0006643603,0.00008548016,0.0001737234,0.00194335],"category_scores_gemma":[0.0001858164,0.0001039163,0.0001654431,0.000429687,0.0001985828,0.0003673571,0.0002987697,0.0001988664,0.0001933748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002555935,"about_ca_system_score_gemma":0.0002187458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009978406,"about_ca_topic_score_gemma":0.02063109,"domain_scores_codex":[0.9999363,0.00000656774,0.000003182552,0.00002671858,0.0000104529,0.00001664809],"domain_scores_gemma":[0.9997495,0.00002233917,0.0001321223,0.000009660233,0.00002609823,0.00006025618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005865883,0.0001143654,0.7076069,0.0001713767,0.0003467372,0.0001609086,0.0002382077,0.0003925254,0.2700955,0.0002775745,0.0005625351,0.01944679],"study_design_scores_gemma":[0.000002685498,0.00001637469,0.9985885,0.000001367059,0.00001050728,0.00003645624,0.00006319823,0.00005120975,0.0007737092,0.0000548918,0.0003987065,0.000002460479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978315,0.000403956,0.0002807828,0.00003041682,0.000013844,0.000003132098,0.0003810191,0.00002538625,0.001030001],"genre_scores_gemma":[0.9982532,0.0001835333,0.00036565,0.00004509152,0.00001485603,0.000003954395,0.0006456812,0.000008529341,0.0004794594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009978406,"threshold_uncertainty_score":0.01984066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719093990338516,"score_gpt":0.2059173285824612,"score_spread":0.1887263886790761,"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."}}