{"id":"W3019684140","doi":"","title":"Ice fog and light snow measurements using a high resolution camera system","year":2016,"lang":"en","type":"article","venue":"EGUGA","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":"Ice crystals; Snow; Remote sensing; Environmental science; Visibility; Radiative transfer; Meteorology; Optics; Atmospheric sciences; Geology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001618157,0.00009383989,0.00009490019,8.595081e-7,0.0001447423,0.00001727328,0.00008679093,0.00004740778,0.000345003],"category_scores_gemma":[0.00001249806,0.00006209612,0.00002054858,0.00007924337,0.00006657195,0.0001391103,0.00009756687,0.00003109901,0.0002044234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002830095,"about_ca_system_score_gemma":0.000006031773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006386595,"about_ca_topic_score_gemma":0.00004845012,"domain_scores_codex":[0.9991496,0.00003918006,0.0001203407,0.0002299944,0.0002547854,0.0002061636],"domain_scores_gemma":[0.999676,0.00001258258,0.00005965459,0.0001644878,0.000005815507,0.00008149273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005212517,0.00007685299,0.5364238,0.00003344799,0.00003988539,0.00001859476,0.0005373409,0.0001922726,0.4295106,0.0005767139,0.007420943,0.02511739],"study_design_scores_gemma":[0.004213386,0.0004508642,0.8774005,0.001065218,0.0001984569,0.0001489891,0.001239592,0.002705328,0.05033312,0.0004086766,0.06020546,0.00163047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989916,0.00009162479,0.003661023,0.0003261223,0.0001880917,0.0001125834,0.000001965853,0.00004385591,0.005658699],"genre_scores_gemma":[0.9964558,0.000006447485,0.002293865,0.00006666591,0.00006823072,0.000005824646,2.79599e-7,0.00001077466,0.001092066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3791775,"threshold_uncertainty_score":0.3777542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939818786034354,"score_gpt":0.2129101677377092,"score_spread":0.1935119798773656,"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."}}