{"id":"W6920342672","doi":"10.60692/3zbnw-zp991","title":"Carbon and Beyond: The Biogeochemistry of Climate in a Rapidly Changing Amazon","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Amazon rainforest; Biogeochemistry; Global warming; Radiative forcing; Carbon cycle; Climate change; Amazon basin; Global change; Amazonian","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":[],"consensus_categories":[],"category_scores_codex":[0.0001832342,0.00008307907,0.0001047763,0.000009582334,0.00004847825,0.00002028123,0.00006787779,0.00004758868,0.00002862982],"category_scores_gemma":[0.000003383527,0.00006151084,0.00002314891,0.0001838643,0.00006565249,0.0001405801,0.0001714779,0.00005039726,0.00002002764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008853427,"about_ca_system_score_gemma":0.000003084969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002306471,"about_ca_topic_score_gemma":7.432616e-7,"domain_scores_codex":[0.9993211,0.00002176139,0.0002551393,0.00008856511,0.0001490919,0.0001643422],"domain_scores_gemma":[0.999679,0.00000368273,0.0001183923,0.0001665764,0.000003096726,0.00002925862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001030468,0.000001898794,0.9646131,0.00009474683,0.000005673642,0.000003341987,0.03125399,0.002711171,0.00009110633,0.00002262688,0.000001657807,0.001190322],"study_design_scores_gemma":[0.00122331,0.00003412766,0.7573755,0.0001355188,0.00003251527,0.0001315665,0.1310039,0.1042435,0.005281087,0.000006893501,0.0001767543,0.0003553449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895599,0.000006545266,0.0005584729,0.0000366622,0.00004425247,0.00008561723,0.000007782174,0.0000143658,0.009686442],"genre_scores_gemma":[0.9993718,0.00000279172,0.0004615707,0.0000958928,0.000006371344,0.00001134798,0.000004538871,0.000003745124,0.00004197412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2072376,"threshold_uncertainty_score":0.2508339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006474295495853031,"score_gpt":0.1668276934557421,"score_spread":0.1603533979598891,"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."}}