{"id":"W7161822641","doi":"10.82308/46935","title":"Greenhouse gas dynamics in a freshwater wetland in southeastern Ontario: Field measurements and laboratory incubations","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dissolved organic carbon; Carbon dioxide; Incubation; Nitrous oxide; Wetland; Nutrient; Hydrology (agriculture); Soil water","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002385972,0.0003603025,0.0003253692,0.0003056384,0.001644918,0.000461074,0.0004383449,0.0002466024,0.0003823329],"category_scores_gemma":[0.0003181924,0.0002304399,0.0002574906,0.0004257295,0.000745274,0.0002115341,0.0002714241,0.00021315,0.00009469855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005665625,"about_ca_system_score_gemma":0.004017232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7558656,"about_ca_topic_score_gemma":0.8889142,"domain_scores_codex":[0.9997491,0.00002000123,0.00001235815,0.000075727,0.00008127691,0.000061484],"domain_scores_gemma":[0.9995168,0.00004439746,0.00009522259,0.00002501755,0.0002276399,0.00009087468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001666629,0.0009276566,0.2751434,0.0002261971,0.00006365225,0.0005019464,0.003345823,0.0009844393,0.7051384,0.00007707574,0.0005120437,0.01141269],"study_design_scores_gemma":[0.00006490869,0.001758761,0.946369,0.00001666434,0.00007412027,0.0001220108,0.002351162,0.001463578,0.04549598,0.00003648925,0.002212892,0.00003442692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991114,0.00003743028,0.0001859714,0.0000116183,0.000002303978,0.00005467446,0.000238797,0.000008840814,0.0003490644],"genre_scores_gemma":[0.9954573,0.0001465782,0.002130649,0.00003863262,0.000006325631,0.0001470758,0.0007419721,0.000006280697,0.001325273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2441344,"threshold_uncertainty_score":0.4911442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132713881827839,"score_gpt":0.2050996291693613,"score_spread":0.1937724903510829,"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."}}