{"id":"W977725538","doi":"10.2172/1040616","title":"Cloud system resolving modelling and 3D solar radiative transfer","year":2012,"lang":"en","type":"report","venue":"","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Radiative transfer; Cloud computing; Atmospheric radiative transfer codes; Environmental science; Meteorology; Thermal radiation; Cloud physics; Radiation; Atmospheric sciences; Computer science; Physics; Optics","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":[0.0005863114,0.0007899653,0.0005510177,0.0005191643,0.0005031591,0.0009279661,0.00116767,0.0007632763,0.002015801],"category_scores_gemma":[0.001438937,0.0004952569,0.0008210905,0.00174605,0.0001963668,0.001439244,0.0007381204,0.0007402453,0.0006068743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008295944,"about_ca_system_score_gemma":0.001324315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04566053,"about_ca_topic_score_gemma":0.03137912,"domain_scores_codex":[0.9996055,0.00009596018,0.00001930758,0.00004463449,0.0001928001,0.00004189428],"domain_scores_gemma":[0.9993987,0.0001624046,0.00006205312,0.0001451246,0.000177119,0.00005457545],"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":[0.0001256063,0.0001802841,0.00772756,0.0001545669,0.0001055912,0.0001439601,0.00005639607,0.9320515,0.01183928,0.00687579,0.005645317,0.03509413],"study_design_scores_gemma":[0.00006994736,0.00002536529,0.002509459,0.00001445644,0.00002334628,0.00002861865,0.000009846598,0.9824468,0.008319099,0.001526328,0.005003955,0.0000228887],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5024406,0.00354123,0.364941,0.002298533,0.0006960484,0.0007555415,0.03214872,0.009609139,0.0835692],"genre_scores_gemma":[0.7836713,0.001803984,0.1881951,0.0001825351,0.0001116155,0.0003717375,0.01888306,0.0006236812,0.006156992],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04566053,"threshold_uncertainty_score":0.0907895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271999073812069,"score_gpt":0.2278818437280246,"score_spread":0.1951618529899039,"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."}}