{"id":"W4232921818","doi":"10.1175/bams_1002_367-370_corpmemb","title":"CORPORATION AND INSTITUTIONAL MEMBERS","year":2019,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Los Alamos National Laboratory; Engineer Research and Development Center; National Oceanic and Atmospheric Administration; University of Twente; University of New South Wales; Weizmann Institute of Science; York University; Florida Institute of Technology; University of Washington; University of Oklahoma; International Arctic Research Center, University of Alaska, Fairbanks; Purdue University; University of Nebraska-Lincoln; North Carolina State University; Florida International University; Woods Hole Oceanographic Institution; U.S. Environmental Protection Agency; Yale University; University of Venda; University of Northern Colorado; U.S. Army Corps of Engineers; U.S. Department of Commerce","keywords":"Corporation; Business; Aeronautics; Finance; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000369251,0.00007259256,0.0001502569,0.00001238166,0.0001120591,0.00003201034,0.0001328238,0.00002957296,0.001122564],"category_scores_gemma":[0.00004992571,0.00004758955,0.00008766622,0.0001406632,0.0003786223,0.00004430413,0.0001544035,0.00008372057,0.0001616479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002346137,"about_ca_system_score_gemma":0.00001324925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001798433,"about_ca_topic_score_gemma":0.000001169073,"domain_scores_codex":[0.9994621,0.00001116307,0.0001694567,0.0001382643,0.0001192568,0.00009977759],"domain_scores_gemma":[0.9994947,0.00003461922,0.0003112451,0.00009580726,0.00005865869,0.000005002548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001208279,0.000145434,0.3831707,0.0001024926,0.0001654237,5.855751e-7,0.0001664151,0.0004966221,0.003477372,0.4492952,0.1451716,0.01768732],"study_design_scores_gemma":[0.0003174678,0.00001432538,0.3303567,0.000004953986,0.00001202549,8.57993e-7,0.0003256016,0.0007565616,0.00003221931,0.001635855,0.6664303,0.0001131947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721882,0.000007107242,0.00006679323,0.008771548,0.0001741269,0.0001354726,8.004395e-7,0.00002329098,0.01863266],"genre_scores_gemma":[0.9740186,0.000006687607,0.002501315,0.02277914,0.00008137731,0.000005925492,0.000004490847,0.000003812658,0.0005986301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5212587,"threshold_uncertainty_score":0.9997905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050640797592402,"score_gpt":0.1964273566448559,"score_spread":0.1859209486689319,"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."}}