{"id":"W2038468027","doi":"10.5194/acp-14-2823-2014","title":"The Arctic Summer Cloud Ocean Study (ASCOS): overview and experimental design","year":2014,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Environment and Climate Change Canada","funders":"Bjerknessenteret for klimaforskning, Universitetet i Bergen; Lapin Rahasto; Natural Environment Research Council; Knut och Alice Wallenbergs Stiftelse; Natural Sciences and Engineering Research Council of Canada; Sixth Framework Programme; Academy of Finland; Deutsche Forschungsgemeinschaft; National Oceanic and Atmospheric Administration; Sight Research UK; Suomen Kulttuurirahasto; Polarforskningssekretariatet; Met Office; National Science Foundation","keywords":"Arctic; Sea ice; Climatology; Environmental science; Arctic ice pack; Arctic geoengineering; Oceanography; Arctic sea ice decline; Circumpolar star; Meteorology; Atmospheric sciences; Geography; Geology; Drift ice","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002694977,0.0002518547,0.0002201162,3.198955e-8,0.0005409875,0.0001510605,0.0001985225,0.00005997339,0.0006314481],"category_scores_gemma":[0.0000245223,0.0001814444,0.00004706677,0.0001262444,0.0002398219,0.0001182375,0.0000327578,0.000178336,0.00001664708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005717235,"about_ca_system_score_gemma":0.00002238595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00017639,"about_ca_topic_score_gemma":0.000005316033,"domain_scores_codex":[0.9988399,0.00007514717,0.000200682,0.0003797597,0.0001968735,0.000307644],"domain_scores_gemma":[0.9990763,0.0003464819,0.0000824157,0.0003007065,0.00002213427,0.0001719545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005442585,0.000769914,0.4182554,0.0005389469,0.0004458894,0.00004437333,0.003281035,0.005139278,0.006066561,0.0001715395,0.002818085,0.5619247],"study_design_scores_gemma":[0.01422271,0.003527617,0.2308518,0.0005895025,0.001012558,0.0006222916,0.02412091,0.4278999,0.1606028,0.01800552,0.1110107,0.007533713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931657,0.003488304,0.0005022745,0.00005414497,0.00008516329,0.0001936673,0.00000413216,0.00003871211,0.00246796],"genre_scores_gemma":[0.9965979,0.0002422505,0.001376519,0.0001205626,0.0004047799,0.000003201482,0.00001266559,0.000008255285,0.001233825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.554391,"threshold_uncertainty_score":0.7399089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826321490619425,"score_gpt":0.2303361563290718,"score_spread":0.2120729414228776,"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."}}