{"id":"W2752327112","doi":"10.1002/j.2334-5837.2017.00351.x","title":"Graph‐Based Digital Blueprint for Model Based Engineering of Complex Systems","year":2017,"lang":"en","type":"article","venue":"INCOSE International Symposium","topic":"Systems Engineering Methodologies and Applications","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Blueprint; Computer science; Graph; Software engineering; Software; Systems engineering; Theoretical computer science; Data science; Programming language; Engineering","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":[0.000180925,0.0001656745,0.0002201678,0.00009910974,0.0000702108,0.0001709784,0.0006212404,0.00007800639,0.000003724826],"category_scores_gemma":[0.0001139577,0.0001740563,0.0001384468,0.00003514255,0.00003242766,0.0001523838,0.00004777135,0.00007484875,0.000003899596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008875364,"about_ca_system_score_gemma":0.00001628824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002682155,"about_ca_topic_score_gemma":0.000001307297,"domain_scores_codex":[0.9991146,0.000003566566,0.0003471628,0.0001724454,0.000186568,0.0001756491],"domain_scores_gemma":[0.9990228,0.0001975974,0.0001120598,0.0004778045,0.0001403074,0.00004943549],"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":[0.00000799791,0.00002203792,0.0001748576,0.0001414842,0.00005419913,6.21458e-7,0.00001232173,0.933625,0.05979598,0.005709174,0.0001777161,0.0002785436],"study_design_scores_gemma":[0.0004221925,0.00001395664,0.000588335,0.00009000056,0.00001005488,0.000002384951,0.000006637785,0.9854562,0.009376658,0.0001461538,0.003713747,0.0001736262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0492348,0.00002707344,0.9469508,0.000205203,0.0009952153,0.0003563419,0.0003909183,0.0002710922,0.001568537],"genre_scores_gemma":[0.9788699,0.000003584563,0.02054641,0.000008379047,0.0001547735,0.0002679609,0.0000640775,0.0000433014,0.00004157099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9296352,"threshold_uncertainty_score":0.7097809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05671150565360169,"score_gpt":0.2916256900022066,"score_spread":0.2349141843486049,"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."}}