{"id":"W2005050705","doi":"10.1007/s00382-009-0536-5","title":"Past, present and future vegetation-cloud feedbacks in the Amazon Basin","year":2009,"lang":"en","type":"article","venue":"Climate Dynamics","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vegetation (pathology); Climatology; Amazon rainforest; Last Glacial Maximum; Environmental science; Atmosphere (unit); Cloud cover; Climate model; Glacial period; Climate change; Amazonian; Atmospheric sciences; Geology; Cloud computing; Meteorology; Geography; Oceanography; Geomorphology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003298856,0.00009064356,0.0001874856,0.0003192913,0.0003945613,0.0007722254,0.0002749581,0.0003179531,0.001460772],"category_scores_gemma":[0.001062603,0.0001607551,0.0001436126,0.0004776927,0.0004393499,0.0007057109,0.0003139497,0.0002433416,0.00007922337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206951,"about_ca_system_score_gemma":0.0004273146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05385911,"about_ca_topic_score_gemma":0.1100122,"domain_scores_codex":[0.9999394,0.00001312085,0.000006016693,0.000012749,0.00001249059,0.00001621449],"domain_scores_gemma":[0.9996653,0.0001235056,0.00007052228,0.00001651806,0.00006081239,0.00006334968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006947686,0.0001527056,0.9249203,0.0001542208,0.0002086181,0.0005880599,0.001613248,0.0123186,0.02807375,0.005086646,0.001235261,0.02495382],"study_design_scores_gemma":[0.0000335979,0.00002642388,0.977482,0.00001072037,0.0000548532,0.0001065158,0.0006606568,0.01791647,0.0007608946,0.001243499,0.001689091,0.00001515896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985237,0.0002833501,0.00008299725,0.0003924145,0.000004874001,0.000001591956,0.0001647041,0.000008756368,0.0005376888],"genre_scores_gemma":[0.9997271,0.00009684244,0.00002835689,0.00001223244,0.000003631974,5.949352e-7,0.00003672672,0.000001960026,0.00009257414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05385911,"threshold_uncertainty_score":0.1070912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003982122422515866,"score_gpt":0.2004938690985574,"score_spread":0.1965117466760415,"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."}}