{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01376957,0.002993151,0.003042631,0.002136611,0.002926969,0.001279393,0.001881932,0.001210229,0.008962465],"category_scores_gemma":[0.004607006,0.001678518,0.00226271,0.002902923,0.001872172,0.001024432,0.002321073,0.001583745,0.001794448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002890784,"about_ca_system_score_gemma":0.01141293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01262785,"about_ca_topic_score_gemma":0.02276523,"domain_scores_codex":[0.9934655,0.002876504,0.0007032443,0.001016277,0.001124683,0.0008137093],"domain_scores_gemma":[0.995933,0.0005134464,0.0007305106,0.0005763984,0.001527463,0.0007191974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.322274,0.09717298,0.3195103,0.01092708,0.00304047,0.0007976452,0.002204247,0.00418716,0.02924302,0.005763962,0.01623262,0.1886465],"study_design_scores_gemma":[0.06324606,0.3587666,0.4147744,0.001659405,0.004131021,0.0003777582,0.003731339,0.004241891,0.009179804,0.00481226,0.1345247,0.0005547878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.4369194,0.008022015,0.02195502,0.0006968175,0.0009309131,0.4963888,0.02728348,0.0002588246,0.007544773],"genre_scores_gemma":[0.1268221,0.005004121,0.05191713,0.0006995831,0.0005245705,0.797882,0.01246822,0.00009470076,0.004587571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01376957,"threshold_uncertainty_score":0.07282132,"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."}}