{"id":"W4412771951","doi":"10.5463/thesis.1261","title":"Wetlands’ Methane Emissions","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Methane emissions; Methane; Environmental science; Atmospheric methane; Environmental resource management; Environmental planning; Ecology; Biology","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":[0.0001060391,0.0001475491,0.00006102776,0.0002228917,0.0001865775,0.0003511052,0.0001452823,0.0001237595,0.001525963],"category_scores_gemma":[0.0001681792,0.00006135109,0.0002265063,0.0002722265,0.00006599183,0.0002818247,0.0002515307,0.0001663903,0.0001695391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078091,"about_ca_system_score_gemma":0.0007148056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05422265,"about_ca_topic_score_gemma":0.1126595,"domain_scores_codex":[0.9999403,0.000007820343,0.000001795279,0.00001257736,0.00002137475,0.00001613881],"domain_scores_gemma":[0.9999533,0.000009685894,0.000008601423,0.000004948623,0.00001798561,0.000005486896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000488851,0.0002230522,0.3383314,0.0008163129,0.0004416455,0.0007835303,0.000669282,0.1271794,0.05740885,0.02395702,0.02160734,0.4280933],"study_design_scores_gemma":[0.00006169275,0.0002495501,0.5954997,0.0002831865,0.0002034426,0.0003097594,0.001250314,0.105413,0.07054055,0.009170583,0.2169256,0.00009265719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9398531,0.002212021,0.007729829,0.0009713687,0.00008401463,0.00003812233,0.005735604,0.00024395,0.04313196],"genre_scores_gemma":[0.9908859,0.0008727269,0.002521042,0.00006849108,0.000007683096,0.00001093183,0.001770855,0.00001630104,0.003846086],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05422265,"threshold_uncertainty_score":0.1078141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006023916088293469,"score_gpt":0.229722138521885,"score_spread":0.2236982224335916,"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."}}