{"id":"W4413038252","doi":"10.3390/rs17152728","title":"Freezing Fog Microphysics and Visibility Based on CFACT Feb 19 Case","year":2025,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Environmental science; Aerosol; Atmospheric sciences; Visibility; Relative humidity; Ice crystals; Effective radius; Meteorology; 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":[0.0002530268,0.0003486323,0.0002154039,0.0009757827,0.0004676373,0.0007810937,0.0003361316,0.0003357581,0.0004190415],"category_scores_gemma":[0.00083928,0.00014773,0.000447185,0.0005880438,0.0002878285,0.0003477111,0.0003643305,0.0002230762,0.00006773433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009576186,"about_ca_system_score_gemma":0.0003278033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04932819,"about_ca_topic_score_gemma":0.05611832,"domain_scores_codex":[0.9998048,0.00001587908,0.00001030028,0.00004104935,0.00006306339,0.0000650455],"domain_scores_gemma":[0.9997501,0.00005457507,0.00008508006,0.00002548897,0.00005025524,0.00003442932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001953811,0.0001314385,0.9496297,0.00002563935,0.0001089562,0.001303896,0.0002580883,0.02855761,0.01256121,0.0002596084,0.0004463908,0.006522085],"study_design_scores_gemma":[0.000007986421,0.00005379036,0.9255419,0.000009642793,0.00004464909,0.0003077141,0.0003320486,0.06941968,0.003382638,0.0000977966,0.0007852195,0.00001691046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986327,0.00002676081,0.0003118438,0.00001206608,0.000003174825,0.00001132833,0.0002417658,0.00002100248,0.00073928],"genre_scores_gemma":[0.999311,0.00001149405,0.0002730657,0.00000222346,0.0000023635,0.000003210913,0.0003398258,0.000003140346,0.00005374871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04932819,"threshold_uncertainty_score":0.09808213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007197724086308419,"score_gpt":0.2360280145437971,"score_spread":0.2288302904574887,"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."}}