{"id":"W4408430777","doi":"10.5194/egusphere-egu25-15467","title":"Asymmetry in Regional Land Carbon Cycle Feedbacks under CO2 Emissions and Removals","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Carbon cycle; Environmental science; Asymmetry; Greenhouse gas; Carbon fibers; Natural resource economics; Atmospheric sciences; Climatology; Economics; Oceanography; Geology; Ecology; Physics; Computer science; Ecosystem","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004842546,0.0004593304,0.0005847287,0.0004461437,0.0003996925,0.0009364197,0.0005853793,0.0007462078,0.002193485],"category_scores_gemma":[0.002451157,0.0003034486,0.00100956,0.0003476629,0.0007864772,0.001198494,0.001055771,0.0007230214,0.0001356018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134483,"about_ca_system_score_gemma":0.000800809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01916438,"about_ca_topic_score_gemma":0.008121423,"domain_scores_codex":[0.9997616,0.00005214667,0.00001483255,0.00006214602,0.00003398735,0.00007534931],"domain_scores_gemma":[0.9995802,0.0001507705,0.00008502667,0.00004933343,0.00006132704,0.00007321639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002575551,0.00007543434,0.02361227,0.00005570806,0.0001087752,0.0003357262,0.0001271751,0.9448144,0.02033293,0.006323288,0.0005767065,0.003380035],"study_design_scores_gemma":[0.0001354891,0.00007892683,0.02203695,0.000009994194,0.00005422803,0.00007341742,0.0001378141,0.9683027,0.003910418,0.004742157,0.0004761078,0.00004169672],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898644,0.00008804262,0.004696799,0.0003397533,0.00001607382,0.00001919142,0.0004014015,0.0001889485,0.004385412],"genre_scores_gemma":[0.9991509,0.00002683559,0.0004446711,0.00003095165,0.000002936308,0.000007430054,0.0001012703,0.00002816541,0.0002067619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01916438,"threshold_uncertainty_score":0.03810567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04370762083989565,"score_gpt":0.2760187276749406,"score_spread":0.2323111068350449,"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."}}