{"id":"W2014087504","doi":"10.1080/07055900.2011.581548","title":"An Aerosol Model of the Marine and Coastal Atmospheric Surface Layer","year":2011,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Russian Academy of Sciences","keywords":"Aerosol; Wind speed; Environmental science; Atmospheric sciences; Fetch; Extinction (optical mineralogy); Relative humidity; Meteorology; Physics; Geology; Optics; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001429626,0.0006095687,0.0005632865,0.0002463883,0.0003860441,0.0005802988,0.001630077,0.0009191398,0.001565179],"category_scores_gemma":[0.0003512941,0.0002469158,0.0008129393,0.00035483,0.0002125478,0.0006484054,0.0005323244,0.0006078129,0.0004639432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004438169,"about_ca_system_score_gemma":0.0008064267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103532,"about_ca_topic_score_gemma":0.004791275,"domain_scores_codex":[0.9998964,0.00001751067,0.000007485774,0.00002657404,0.00003853539,0.00001353332],"domain_scores_gemma":[0.9998885,0.00002894105,0.00001388625,0.00001627507,0.00003678272,0.00001559925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003823442,0.00004247772,0.001549123,0.00006138548,0.000069893,0.000195456,0.00003720219,0.9634986,0.007639901,0.01744957,0.001222746,0.008195436],"study_design_scores_gemma":[0.00001387545,0.00001479495,0.000285809,0.000002501961,0.00001064117,0.00002324829,0.000002865473,0.9947848,0.0004409901,0.001483014,0.002932286,0.000005353208],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2464378,0.002258287,0.7024511,0.0006574296,0.0004836446,0.0002586661,0.005089938,0.00212878,0.04023433],"genre_scores_gemma":[0.869011,0.001237983,0.106429,0.0001641466,0.0002082244,0.0004347566,0.00253747,0.0001952152,0.01978218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0103532,"threshold_uncertainty_score":0.02058589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504195237058292,"score_gpt":0.206021705242715,"score_spread":0.1909797528721321,"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."}}