{"id":"W4399782677","doi":"10.1029/2023jg007831","title":"Composition and Bioreactivity of Dissolved Organic Matter Leachates From End Members in a Mountain to Prairie Transitional River Valley","year":2024,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Alberta Innovates; University of Lethbridge; Canada Research Chairs; Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Government of Alberta; National Science Foundation","keywords":"Dissolved organic carbon; Biogeochemical cycle; Environmental science; Environmental chemistry; Organic matter; Macrophyte; Baseflow; Total organic carbon; Aquatic ecosystem; Biogeochemistry; Hydrology (agriculture); Ecology; Chemistry; Drainage basin; Streamflow; Biology; Geology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000150819,0.0001559024,0.000219035,0.0006312157,0.001033078,0.0009834901,0.000271633,0.0001831813,0.0003726201],"category_scores_gemma":[0.0001950879,0.0001580406,0.0001410628,0.0006390456,0.0003203368,0.0001582769,0.0003200291,0.000186085,0.00006400071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00151916,"about_ca_system_score_gemma":0.0009616025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3729689,"about_ca_topic_score_gemma":0.592452,"domain_scores_codex":[0.9998685,0.000008473532,0.00000797342,0.00004751995,0.00003931555,0.00002820855],"domain_scores_gemma":[0.9998366,0.00002174586,0.00002898293,0.000004939992,0.00007457413,0.00003313167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002961827,0.0001115635,0.8205119,0.00005941763,0.00007706496,0.000229466,0.0019853,0.0004981283,0.1646695,0.00005720911,0.0001033944,0.01140084],"study_design_scores_gemma":[0.000003094086,0.00006295742,0.9941473,0.000005800051,0.00001364809,0.00004123139,0.001055064,0.000511185,0.003684965,0.00001347291,0.0004565747,0.000004588274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996088,0.0000353463,0.00005624949,0.000003182611,3.485426e-7,0.000003935243,0.0001085064,0.00000231742,0.0001811985],"genre_scores_gemma":[0.9983014,0.00008244979,0.0004472254,0.00001590786,9.854678e-7,0.000007588691,0.0004258433,0.000002997448,0.0007157657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3729689,"threshold_uncertainty_score":0.741596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150526452153086,"score_gpt":0.2792875922265329,"score_spread":0.2577823277050021,"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."}}