{"id":"W2791542521","doi":"10.1109/maes.2006.1599147","title":"Vancouver Distinguished Lecture","year":2006,"lang":"en","type":"article","venue":"IEEE Aerospace and Electronic Systems Magazine","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Engineering; Aeronautics; Telecommunications","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008167431,0.001222266,0.0007525441,0.002346853,0.002742401,0.004215418,0.001242791,0.002476717,0.4500182],"category_scores_gemma":[0.001484036,0.0004421455,0.0006325296,0.001508531,0.0006063046,0.00166013,0.003071332,0.003068923,0.2801365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004011604,"about_ca_system_score_gemma":0.00545034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01505748,"about_ca_topic_score_gemma":0.06367093,"domain_scores_codex":[0.9990613,0.00005933517,0.00002515968,0.0001914024,0.0004663509,0.0001965028],"domain_scores_gemma":[0.9983867,0.00005572768,0.00002809892,0.0000593877,0.0004803617,0.00098976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002117385,0.00002613437,0.0001246674,0.00004262608,0.000003327245,0.00004939829,0.00001800357,0.00009345958,0.0001248619,0.003260387,0.9394537,0.05678216],"study_design_scores_gemma":[0.000003815307,0.000007634904,0.0002665961,0.00004060821,0.000002148602,0.00003469392,0.00002833232,0.00004690776,0.00004830257,0.0008210246,0.9986969,0.000003137081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009182582,0.01852751,0.001044898,0.02452083,0.06622974,0.00007175466,0.001029794,0.0002692223,0.8873882],"genre_scores_gemma":[0.001436764,0.002646624,0.0001806146,0.0008215731,0.002806321,0.00001437882,0.0001908411,0.00006005798,0.9918427],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4500182,"threshold_uncertainty_score":0.7844822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009721036272233669,"score_gpt":0.1778917558328152,"score_spread":0.1681707195605815,"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."}}