{"id":"W2096149314","doi":"10.1111/j.1365-2486.2007.01339.x","title":"Holocene radiative forcing impact of northern peatland carbon accumulation and methane emissions","year":2007,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":416,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Foundation for Climate and Atmospheric Sciences; National Aeronautics and Space Administration; National Science Foundation","keywords":"Peat; Radiative forcing; Atmospheric sciences; Holocene; Environmental science; Greenhouse gas; Climatology; Methane; Flux (metallurgy); Radiative transfer; Carbon cycle; Radiative flux; Global warming; Climate change; Geology; Chemistry; Oceanography; Physics; Ecology; Ecosystem","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002522063,0.0001136721,0.0001985733,0.00002896836,0.00004032341,0.000002489951,0.00007815103,0.0001423323,0.00009477868],"category_scores_gemma":[0.00004514886,0.00008229657,0.00004650955,0.0001538751,0.0001239409,0.00004407652,0.0001066805,0.00005185373,0.00000393666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711876,"about_ca_system_score_gemma":0.000008352959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007935964,"about_ca_topic_score_gemma":0.002195501,"domain_scores_codex":[0.9992339,0.00004871729,0.0001566728,0.0002126224,0.00005136073,0.0002967047],"domain_scores_gemma":[0.9996124,0.00006256848,0.0001032879,0.0001007355,0.000009603453,0.0001114169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007060376,0.00001905018,0.9892563,0.00000177825,0.00001698432,0.00000384357,0.0002256156,0.00001171038,0.0009324885,0.00001496063,0.00001715192,0.009429496],"study_design_scores_gemma":[0.0004564206,0.0003707605,0.9978144,0.000003441207,0.00001415198,0.00001914639,0.00003105032,0.0005684645,0.0000995377,0.0004510823,0.00008213483,0.00008937878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964272,0.0002196589,0.0001540511,0.00006398917,0.00006738797,0.0001471596,0.0000437002,0.00001440373,0.002862438],"genre_scores_gemma":[0.9996541,0.00005109974,0.00008752511,0.00004324565,0.00008649212,0.000004576689,0.00005846551,0.000003926896,0.00001059166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009340118,"threshold_uncertainty_score":0.9986703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080380666697566,"score_gpt":0.3339997642396641,"score_spread":0.2931959575726885,"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."}}