{"id":"W2139606686","doi":"10.1142/s0218348x02001385","title":"THE MULTIFRACTAL SCALING OF CLOUD RADIANCES FROM 1M TO 1KM","year":2002,"lang":"en","type":"article","venue":"Fractals","topic":"Climate variability and models","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Scaling; Radiance; Physics; Multifractal system; Radiative transfer; Scale invariance; Dissipation; Fractal; Computational physics; Meteorology; Geometry; Optics; Mathematics","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":[0.0001309102,0.0001316637,0.00008886492,0.000545614,0.0001444566,0.0003084883,0.0001121323,0.0001249112,0.0009647962],"category_scores_gemma":[0.001270013,0.0001388122,0.0001755697,0.0003329939,0.0003449592,0.0003949981,0.0001778092,0.0002782314,0.0001374462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002394735,"about_ca_system_score_gemma":0.00008045712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229419,"about_ca_topic_score_gemma":0.001113568,"domain_scores_codex":[0.9999284,0.00000957335,0.000002163832,0.00002289523,0.00002287526,0.00001415127],"domain_scores_gemma":[0.9994534,0.0002031149,0.0001279231,0.0001137399,0.00007283787,0.0000290762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002632096,0.0001636513,0.1697994,0.0003045487,0.0001868574,0.0006472572,0.001418327,0.1523146,0.4301213,0.05740563,0.003161206,0.1842142],"study_design_scores_gemma":[0.00001344815,0.00009468519,0.7586601,0.0000234464,0.00004122214,0.0006219489,0.0001610909,0.1939173,0.01761256,0.02345861,0.005344365,0.00005118665],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733813,0.0003548659,0.02196929,0.0001601266,0.00001145867,0.000009319027,0.0002140329,0.000189045,0.003710474],"genre_scores_gemma":[0.9969198,0.00007390616,0.002686511,0.000007467397,0.000007511058,0.000003479415,0.00008525673,0.00001385717,0.0002022285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001229419,"threshold_uncertainty_score":0.003227532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02330335189851679,"score_gpt":0.2348231939767977,"score_spread":0.2115198420782809,"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."}}