{"id":"W2331784780","doi":"10.2514/6.2007-966","title":"Towards Web Standards-Based MDA and MDO","year":2007,"lang":"en","type":"article","venue":"45th AIAA Aerospace Sciences Meeting and Exhibit","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00344367,0.0002772001,0.000276251,0.0002356005,0.0009046821,0.0006278043,0.0007902901,0.00009576567,0.000009317121],"category_scores_gemma":[0.00006817724,0.0002193002,0.00005513067,0.001139143,0.0004004243,0.0004829926,0.0003999783,0.0002123715,0.000005838684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003478819,"about_ca_system_score_gemma":0.0003351579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004723281,"about_ca_topic_score_gemma":0.001066782,"domain_scores_codex":[0.9970174,0.00007465451,0.0002918542,0.0008787233,0.0009529899,0.0007844227],"domain_scores_gemma":[0.998703,0.0002458301,0.000155443,0.0003834396,0.0001598397,0.0003524517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000398407,0.0005166531,0.2320013,0.001296123,0.0001418022,0.0003131533,0.04596297,0.003975971,0.08791003,0.1410771,0.004283148,0.4821234],"study_design_scores_gemma":[0.01051371,0.005369614,0.08179171,0.003107297,0.0001876938,0.000487835,0.01693842,0.2916986,0.2578599,0.0148375,0.3105468,0.006660895],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9246688,0.002335981,0.03779446,0.006306581,0.0006292413,0.0002277561,0.00001143402,0.0003838236,0.02764191],"genre_scores_gemma":[0.9576136,0.00007121305,0.03964762,0.002456482,0.0001336768,0.000004005278,0.000001248124,0.00001095871,0.00006117504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4754625,"threshold_uncertainty_score":0.8942801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008909373535885178,"score_gpt":0.2607251778558378,"score_spread":0.2518158043199527,"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."}}