{"id":"W744311126","doi":"","title":"The Performance of Current Atmospheric Radiation Codes in Phase I of CIRC","year":2012,"lang":"en","type":"article","venue":"NASA STI Repository (National Aeronautics and Space Administration)","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Shortwave; Longwave; Albedo (alchemy); Overcast; Shortwave radiation; Climate model; Radiative transfer; Environmental science; Meteorology; Computer science; Remote sensing; Radiation; Physics; Climate change; Optics; Sky; Geography","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":[0.004467152,0.0006866496,0.0005861692,0.0009673855,0.00102538,0.001484235,0.002183516,0.0008061039,0.001333237],"category_scores_gemma":[0.01184647,0.0004901782,0.000930328,0.001380665,0.001048879,0.001664755,0.001505747,0.001138942,0.0007165304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001714835,"about_ca_system_score_gemma":0.002778728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009665203,"about_ca_topic_score_gemma":0.006619283,"domain_scores_codex":[0.9969096,0.0007780478,0.0002482305,0.0007278946,0.001055388,0.0002808194],"domain_scores_gemma":[0.9870582,0.003150965,0.001087666,0.003887527,0.004203924,0.0006117407],"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":[0.002292898,0.00114817,0.1638998,0.0005214824,0.0003364209,0.0002266431,0.001150372,0.5157325,0.03196558,0.0151063,0.02632899,0.2412908],"study_design_scores_gemma":[0.0005785764,0.002447598,0.04173014,0.0001392636,0.0001006814,0.0002067519,0.0005396369,0.8314762,0.0840992,0.003746298,0.03474824,0.0001874543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8852212,0.0004966955,0.06652024,0.0004221289,0.0004172648,0.000616519,0.003653711,0.01331016,0.02934207],"genre_scores_gemma":[0.8993431,0.000170354,0.08929551,0.0002129014,0.00005844144,0.0005033176,0.006582357,0.002036878,0.0017973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009665203,"threshold_uncertainty_score":0.02362478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149825722460411,"score_gpt":0.2579008981952454,"score_spread":0.2464026409706413,"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."}}