{"id":"W2096112487","doi":"10.1175/2010bams2935.1","title":"Indirect and Semi-direct Aerosol Campaign","year":2010,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":308,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Environment and Climate Change Canada","funders":"","keywords":"Aerosol; Environmental science; Haze; Atmospheric sciences; Arctic; Cirrus; Marine stratocumulus; Sea salt aerosol; Boundary layer; Climatology; Meteorology; Sea salt; Geology; Geography; Oceanography","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":[0.0003918981,0.0005282022,0.0004641199,0.00057871,0.0003405959,0.000345864,0.0005232235,0.0002739569,0.005232024],"category_scores_gemma":[0.000318213,0.0001640722,0.0002749471,0.0005513655,0.00009936655,0.0002320127,0.0006346875,0.0003116832,0.001490465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856689,"about_ca_system_score_gemma":0.0006167793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03174606,"about_ca_topic_score_gemma":0.05909937,"domain_scores_codex":[0.999723,0.00003065002,0.00001439249,0.00009745538,0.00009327733,0.0000410687],"domain_scores_gemma":[0.99961,0.0000360118,0.00005974877,0.00008007837,0.0001409476,0.00007323016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001968808,0.001281457,0.8023402,0.0005910527,0.0006810901,0.0005538575,0.0006404202,0.006523896,0.04148987,0.000675467,0.05184271,0.09141108],"study_design_scores_gemma":[0.0001976483,0.000508207,0.9211771,0.00005125929,0.000143291,0.0001855967,0.000236004,0.006021224,0.008128482,0.0001388228,0.06316949,0.0000428548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8128483,0.0005122771,0.001657514,0.00007221063,0.000102491,0.000504597,0.1653786,0.0005601319,0.01836375],"genre_scores_gemma":[0.7125866,0.0003417407,0.0053948,0.0001694645,0.0001083911,0.0006726611,0.2707878,0.0000982817,0.009840203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03174606,"threshold_uncertainty_score":0.06312257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005641119322063202,"score_gpt":0.2040663598071797,"score_spread":0.1984252404851165,"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."}}