{"id":"W2064766834","doi":"10.1256/qj.02.149","title":"Solar radiative transfer for stratiform clouds with horizontal variations in liquid‐water path and droplet effective radius","year":2003,"lang":"en","type":"article","venue":"Quarterly Journal of the Royal Meteorological Society","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Liquid water path; Radiative transfer; Effective radius; Environmental science; Liquid water content; Albedo (alchemy); Atmospheric sciences; Cloud albedo; RADIUS; Radiation; Horizontal plane; Meteorology; Atmospheric radiative transfer codes; Physics; Cloud computing; Geology; Cloud cover; Optics; Astrophysics; Geodesy","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":[0.0002588866,0.0003352204,0.0002484411,0.0002911379,0.0002903072,0.0004038801,0.0003111271,0.0003224891,0.001066111],"category_scores_gemma":[0.0006199515,0.0002476167,0.0004438188,0.000406988,0.0002479203,0.0004053921,0.0003100156,0.0001951022,0.0001261423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000973337,"about_ca_system_score_gemma":0.0002594218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01338144,"about_ca_topic_score_gemma":0.005798784,"domain_scores_codex":[0.9999198,0.00001623568,0.000003733959,0.00001360963,0.0000207744,0.0000258948],"domain_scores_gemma":[0.9996973,0.0001691355,0.00004545155,0.00003254393,0.00002773989,0.00002787291],"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":[0.0005684684,0.0001948438,0.09616141,0.00005766223,0.0001475128,0.000452073,0.0001008658,0.7939432,0.09412648,0.001127807,0.0005369063,0.01258294],"study_design_scores_gemma":[0.0001412867,0.0001527049,0.06478702,0.000004939096,0.00004434241,0.00006999577,0.00004046296,0.9061136,0.02766944,0.0007327095,0.0002214604,0.00002209936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975617,0.00003328056,0.001468212,0.00002698197,0.000002608888,0.000007866493,0.0001224778,0.00005619123,0.0007207714],"genre_scores_gemma":[0.9996148,0.00001861036,0.000172968,0.000004786719,0.000001596988,0.000003381304,0.00008282292,0.000006388068,0.00009465036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01338144,"threshold_uncertainty_score":0.0266071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004264249517127416,"score_gpt":0.1906265810318768,"score_spread":0.1863623315147493,"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."}}