{"id":"W4392649683","doi":"10.5194/egusphere-egu24-22265","title":"Mountain Ice Fog and Visibility during CFACT","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Visibility; Meteorology; Geology; Environmental science; Geography; Physical geography; Climatology; Remote sensing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001319061,0.0001593835,0.0001473996,0.0005628751,0.0005910889,0.0006374788,0.0002096803,0.0001871907,0.0006611765],"category_scores_gemma":[0.0005899972,0.00008781236,0.0001395272,0.0005422478,0.0002111124,0.0002553224,0.0004251259,0.0002332619,0.00008237257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005490206,"about_ca_system_score_gemma":0.0003640729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06292697,"about_ca_topic_score_gemma":0.1494738,"domain_scores_codex":[0.9998918,0.00001132339,0.000005015987,0.00002311399,0.00003313072,0.00003562042],"domain_scores_gemma":[0.9996936,0.00002902157,0.0001143521,0.00001608456,0.00008375796,0.00006306329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001889971,0.0000580404,0.9904496,0.00001785958,0.00004192075,0.0002161637,0.0006359651,0.0004107738,0.002889611,0.00004490361,0.0005802161,0.004466058],"study_design_scores_gemma":[0.00000146222,0.00002227135,0.9992471,0.000003117509,0.000003625265,0.00003737999,0.0001548373,0.0001660593,0.000119373,0.000005200367,0.0002382355,0.000001303653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988225,0.00004634482,0.00008383963,0.00001117702,0.00000286033,0.000007895757,0.0004442257,0.000009188196,0.0005718372],"genre_scores_gemma":[0.998888,0.00002618476,0.0001056006,0.000009152939,0.000006836263,0.000007152804,0.0007934936,0.000002869331,0.0001607415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06292697,"threshold_uncertainty_score":0.1251214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139144485938389,"score_gpt":0.2386298607307205,"score_spread":0.2172384158713367,"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."}}