{"id":"W4380537168","doi":"10.1073/pnas.2217202120","title":"Atmospheric heat transport is governed by meridional gradients in surface evaporation in modern-day earth-like climates","year":2023,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Climate variability and models","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Climate Program Office; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Evaporation; Atmosphere (unit); Atmospheric sciences; Condensation; Radiative cooling; Radiative transfer; Environmental science; Latent heat; Heat transfer; Thermodynamics; Physics","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":[0.0001634851,0.0002413351,0.000346455,0.0002406133,0.0003756642,0.0006365345,0.0003060049,0.0004524086,0.0009024686],"category_scores_gemma":[0.000333343,0.00026142,0.0003968363,0.0003625906,0.0004435725,0.0008665596,0.0003663038,0.0003356236,0.00007296363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006676851,"about_ca_system_score_gemma":0.0003718164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01248069,"about_ca_topic_score_gemma":0.01064259,"domain_scores_codex":[0.999941,0.00001292319,0.000003004969,0.00001525035,0.00001007994,0.00001772126],"domain_scores_gemma":[0.9999456,0.00001083711,0.0000167296,0.000008373964,0.000009187656,0.000009304845],"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":[0.0001104242,0.00008618573,0.0589428,0.00005146213,0.00006768687,0.0001080713,0.00009553766,0.8837063,0.02650506,0.02202037,0.0006290011,0.007677044],"study_design_scores_gemma":[0.00003943106,0.00003722659,0.09488568,0.000007380336,0.00002044597,0.00005622887,0.00006406577,0.891148,0.001731879,0.01098163,0.0009968872,0.00003106192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844317,0.0003296384,0.009615374,0.000332349,0.00001554415,0.000007953211,0.0001409127,0.0001055172,0.005021077],"genre_scores_gemma":[0.9984909,0.000175811,0.0007814156,0.00001077217,0.000009654543,0.000003715731,0.00003437642,0.00001226793,0.0004809837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01248069,"threshold_uncertainty_score":0.0248161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035900285481493,"score_gpt":0.2710872080480951,"score_spread":0.2407282051932802,"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."}}