{"id":"W4235057867","doi":"10.5194/acpd-12-24677-2012","title":"Analysis of CCN activity of Arctic aerosol and Canadian biomass burning during summer 2008","year":2012,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Aeronautics and Space Administration; U.S. Department of Energy; National Science Foundation","keywords":"Aerosol; Cloud condensation nuclei; Environmental science; Arctic; Atmospheric sciences; Chemical composition; Environmental chemistry; Pollution; Troposphere; Chemistry; Oceanography; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001922264,0.0005417167,0.0002526726,0.001376152,0.001123633,0.0004038789,0.0003242673,0.0001825837,0.0004615608],"category_scores_gemma":[0.0002325227,0.0001716555,0.0002686664,0.0009947626,0.0001529809,0.0001284983,0.0002149496,0.0001535094,0.0001025076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004094847,"about_ca_system_score_gemma":0.002277825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.88854,"about_ca_topic_score_gemma":0.9389759,"domain_scores_codex":[0.9998413,0.000004403725,0.000004526094,0.00003678887,0.00007608037,0.00003692884],"domain_scores_gemma":[0.9997702,0.00001075068,0.0000222419,0.000004906237,0.0001476659,0.00004412835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00056299,0.00007004334,0.9175068,0.0001401996,0.0002072513,0.0002731539,0.0004056552,0.00292326,0.06014266,0.0001670912,0.001158233,0.0164426],"study_design_scores_gemma":[0.000003320253,0.00001443046,0.9937232,0.000005387134,0.00002153607,0.00002529663,0.000107944,0.002000249,0.003070954,0.000007639085,0.001012113,0.000007868898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996414,0.0002505844,0.0001194472,0.00001222839,0.000006433045,0.000009402145,0.00199689,0.00001644134,0.001174599],"genre_scores_gemma":[0.9949843,0.0001807621,0.0003217921,0.00001329843,0.00000549545,0.00000882028,0.003761359,0.000007638952,0.0007164975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.11146,"threshold_uncertainty_score":0.2242329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984013641448728,"score_gpt":0.2218922336936767,"score_spread":0.2020520972791894,"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."}}