{"id":"W4382046040","doi":"10.1029/2023gl103024","title":"Small, Coastal Temperate Rainforest Watersheds Dominate Dissolved Organic Carbon Transport to the Northeast Pacific Ocean","year":2023,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Forests; University of Saskatchewan; University of Alberta; Vancouver Island University; Government of British Columbia; Tula Foundation; Simon Fraser University","funders":"Office of Experimental Program to Stimulate Competitive Research; Hakai Institute; Tula Foundation; University of Washington; National Science Foundation","keywords":"Environmental science; Rainforest; Dissolved organic carbon; Temperate climate; Oceanography; Drainage basin; Temperate rainforest; Precipitation; Total organic carbon; Ecosystem; Hydrology (agriculture); Geology; Ecology; Geography","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":[0.00009208016,0.0001516469,0.0001591573,0.0002906155,0.0003672482,0.0006773553,0.0001445813,0.00007337117,0.001365316],"category_scores_gemma":[0.0003131653,0.000102954,0.00008773193,0.0005372264,0.0002276121,0.0003719821,0.0003991699,0.0001162346,0.0001233235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004244618,"about_ca_system_score_gemma":0.0004947735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06007948,"about_ca_topic_score_gemma":0.1024368,"domain_scores_codex":[0.999939,0.000003906363,0.0000041033,0.0000252651,0.00001267125,0.00001511533],"domain_scores_gemma":[0.9998577,0.00001760847,0.00004684656,0.000009325978,0.00003348586,0.0000350817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003566289,0.00001875456,0.9785543,0.00002774675,0.00002402088,0.0002283179,0.0003766109,0.0002962899,0.01234229,0.000161716,0.0002190577,0.007715234],"study_design_scores_gemma":[0.000003220827,0.000008196293,0.9979172,0.000006524641,0.00001013854,0.00007216114,0.0005100411,0.0004856222,0.000413954,0.00006018293,0.0005108782,0.00000186896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987454,0.0000529172,0.00006249082,0.00001558858,6.961555e-7,0.000002696882,0.0001316237,0.000008637036,0.000979836],"genre_scores_gemma":[0.9994419,0.00007714915,0.00009563371,0.000008712378,0.000001644923,0.000001618451,0.0001735957,0.000002509923,0.00019717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06007948,"threshold_uncertainty_score":0.1194596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490606964198118,"score_gpt":0.2337107940917731,"score_spread":0.2088047244497919,"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."}}