{"id":"W4412900368","doi":"10.1111/1365-2435.70127","title":"Seasonality of temperature dependence of methane fluxes from natural wetlands","year":2025,"lang":"en","type":"article","venue":"Functional Ecology","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Seasonality; Biology; Wetland; Methane; Ecology; Atmospheric sciences; Methane emissions; Natural (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001018805,0.0000959074,0.0001870791,0.000003118151,0.00003447339,0.000001811012,0.0001415649,0.0001170536,0.004034876],"category_scores_gemma":[0.00004265855,0.0000842864,0.00006618434,0.0001480658,0.0003077545,0.00006821877,0.0001708175,0.0001411067,0.00002804941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100469,"about_ca_system_score_gemma":0.0000241162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003791151,"about_ca_topic_score_gemma":0.0004400193,"domain_scores_codex":[0.9992192,0.00005050028,0.0001987667,0.0002215692,0.0001796684,0.0001303251],"domain_scores_gemma":[0.9995779,0.0001529338,0.00008708135,0.0001432019,0.000007405467,0.00003147897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001185356,0.0001073341,0.9552351,0.0000069953,0.00005310165,0.000001696751,0.00002478971,0.01246996,0.02976984,0.0004873688,0.0009032321,0.0008220669],"study_design_scores_gemma":[0.0002889202,0.00004865398,0.9931148,0.000004738546,0.00002635968,0.000002324552,0.00006301956,0.001460273,0.002002218,0.002142154,0.0007812594,0.00006523367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961414,0.00007997191,0.0008104878,0.0001961661,0.0004854976,0.00006939632,0.00001819108,0.000009570236,0.002189345],"genre_scores_gemma":[0.993153,0.00001724068,0.003604444,0.000310032,0.00002140651,0.000007523146,0.0000404953,0.000003943675,0.002841901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03787977,"threshold_uncertainty_score":0.9968756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004397573535224629,"score_gpt":0.201480610186491,"score_spread":0.1970830366512664,"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."}}