{"id":"W4282965778","doi":"10.3390/designs6030055","title":"Secured Multi-Dimensional Robust Optimization Model for Remotely Piloted Aircraft System (RPAS) Delivery Network Based on the SORA Standard","year":2022,"lang":"en","type":"article","venue":"Designs","topic":"Air Traffic Management and Optimization","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Flexibility (engineering); Computer science; Range (aeronautics); Heuristic; Function (biology); Operations research; Reliability engineering; Real-time computing; 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":[0.0004108841,0.0001870196,0.0001611101,0.00008865098,0.0005105903,0.00004610116,0.0001848955,0.00005348576,0.00008602226],"category_scores_gemma":[0.0000167478,0.0001699516,0.00008039059,0.0002863732,0.00001410251,0.00007522536,0.00003627798,0.0001502604,0.000003234343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505043,"about_ca_system_score_gemma":0.00004172582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001830353,"about_ca_topic_score_gemma":0.000004226006,"domain_scores_codex":[0.9988393,0.00009500173,0.0002384261,0.0002273751,0.0003240226,0.0002758861],"domain_scores_gemma":[0.9994308,0.0001452827,0.0000601178,0.0002400096,0.00007902304,0.00004482068],"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":[0.0001829896,0.00002519203,0.000002406299,0.0000484237,0.00003508156,0.000002337331,0.00007943552,0.9725102,0.00001151042,0.0006548617,0.02631958,0.0001279427],"study_design_scores_gemma":[0.0008857707,0.0001010031,0.000004053544,0.00003310112,0.00004992587,5.482231e-7,0.00008598043,0.9982564,0.00001088939,0.00001007083,0.0003612045,0.0002010541],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0004245132,0.00004793073,0.9970687,0.000176526,0.0003263289,0.00102043,0.00009000373,0.0005930411,0.000252549],"genre_scores_gemma":[0.7048083,0.000005639723,0.2935759,0.0003636008,0.0001043043,0.0002474478,0.0005028044,0.00009380862,0.0002981704],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7043838,"threshold_uncertainty_score":0.6930425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04371791251357161,"score_gpt":0.2042006124222168,"score_spread":0.1604826999086452,"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."}}