{"id":"W2148510749","doi":"10.14430/arctic706","title":"A North American Arctic Aerosol Climatology using Ground-based Sunphotometry","year":2002,"lang":"en","type":"article","venue":"ARCTIC","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"AERONET; Environmental science; Aerosol; Arctic; Climatology; Precipitable water; The arctic; Meteorology; Geography; Water vapor; Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000289747,0.0001917356,0.000202854,0.001344227,0.0007636743,0.0007318022,0.0001560106,0.000108759,0.0009652357],"category_scores_gemma":[0.0003483891,0.0001086416,0.0001787535,0.001769825,0.00007251077,0.000275229,0.0002433957,0.0001629695,0.0003478325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009416654,"about_ca_system_score_gemma":0.00159809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5408999,"about_ca_topic_score_gemma":0.7378002,"domain_scores_codex":[0.9998664,0.00001725331,0.000006529983,0.00003443211,0.00005698978,0.00001839536],"domain_scores_gemma":[0.9997298,0.000008931089,0.00001723086,0.00002099332,0.0001941486,0.00002878875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004337327,0.0001529761,0.6780582,0.0002082943,0.0002682762,0.0002226687,0.0004491152,0.03941709,0.0185019,0.001693913,0.02440137,0.2361925],"study_design_scores_gemma":[0.00002220965,0.00004000399,0.9150406,0.00003981824,0.0000833575,0.0001246121,0.0003500378,0.03765278,0.005255579,0.0003822637,0.04097319,0.00003564301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9147441,0.001239549,0.01833017,0.0001776987,0.0001070508,0.0001239579,0.0332059,0.001426977,0.03064452],"genre_scores_gemma":[0.9280494,0.0009947798,0.04077715,0.000043486,0.00004739361,0.00005823462,0.02560869,0.0001338027,0.004287111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5408999,"threshold_uncertainty_score":0.9236077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442886319653092,"score_gpt":0.2169817881163008,"score_spread":0.2025529249197699,"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."}}