{"id":"W7162029898","doi":"10.82308/28114","title":"System of systems approach to air transportation design","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Systems Engineering Methodologies and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variable (mathematics); Variable neighborhood search; Flow network; Optimization problem; Aviation; Systems design; Air traffic control; Network planning and design","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001767225,0.001571025,0.001528677,0.001353239,0.0007574148,0.002157041,0.001458479,0.001527782,0.01447515],"category_scores_gemma":[0.002553343,0.0004575139,0.001129255,0.001897931,0.001351409,0.0008286861,0.001808143,0.002412062,0.001847259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713164,"about_ca_system_score_gemma":0.002534447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005729437,"about_ca_topic_score_gemma":0.00564946,"domain_scores_codex":[0.9986607,0.0007041974,0.00007371417,0.000167614,0.0003222692,0.0000715526],"domain_scores_gemma":[0.9985805,0.0008914176,0.00007837423,0.00007140778,0.0003306407,0.00004771332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002596713,0.00005637949,0.0005449682,0.000504503,0.0001741462,0.0001396055,0.000208091,0.3460544,0.0006761692,0.5879989,0.0106285,0.05298837],"study_design_scores_gemma":[0.00004132282,0.0001175453,0.000222309,0.00012631,0.00005209634,0.00007247456,0.000153648,0.5805297,0.0002788443,0.3375726,0.08080843,0.00002469296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001718823,0.004731612,0.9628686,0.001469216,0.0005771776,0.0001445442,0.0003277097,0.0002216147,0.02794067],"genre_scores_gemma":[0.2405257,0.02035457,0.6859987,0.0008803421,0.001672102,0.002112989,0.0009889875,0.0002439952,0.04722261],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01447515,"threshold_uncertainty_score":0.04842424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0695358132147179,"score_gpt":0.2747405809811573,"score_spread":0.2052047677664394,"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."}}