{"id":"W2474564939","doi":"10.1007/s00024-016-1343-7","title":"Ice Fog and Light Snow Measurements Using a High-Resolution Camera System","year":2016,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment Canada; Swedish National Space Agency","keywords":"Ice crystals; Snow; Environmental science; Remote sensing; Visibility; Radiative transfer; Meteorology; Optics; Atmospheric sciences; Geology; Materials science; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002315162,0.0002725233,0.0002913634,0.001094086,0.0004438131,0.00045226,0.0004001778,0.0003914764,0.001744362],"category_scores_gemma":[0.0002262967,0.0001899486,0.0002343254,0.0006924332,0.0001224351,0.0003638061,0.0003122706,0.0003215276,0.0004853168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365435,"about_ca_system_score_gemma":0.0005862354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01422802,"about_ca_topic_score_gemma":0.03572289,"domain_scores_codex":[0.9996812,0.00001314321,0.00001237588,0.00009189279,0.000155672,0.00004567115],"domain_scores_gemma":[0.9997725,0.00002110921,0.00002069011,0.00002078624,0.0001287912,0.00003599691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004012513,0.0002980669,0.07498912,0.0002676031,0.00009810866,0.0002901973,0.000451719,0.003132325,0.842491,0.000228899,0.003446945,0.07390471],"study_design_scores_gemma":[0.00009601461,0.0004907832,0.6978828,0.00006993817,0.0001417027,0.0009137717,0.0004039759,0.04972463,0.2379854,0.00007622912,0.01210169,0.0001131543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619565,0.0004503629,0.02151077,0.00005185921,0.00004792024,0.0002433604,0.003238566,0.0008300514,0.01167064],"genre_scores_gemma":[0.9351957,0.0003381927,0.05778614,0.0001131146,0.00003999162,0.0001379209,0.003017489,0.00009689436,0.003274609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01422802,"threshold_uncertainty_score":0.02829039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150278113862126,"score_gpt":0.1920427819563077,"score_spread":0.1805400008176864,"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."}}