{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004040512,0.0002098998,0.0004650731,0.0001031153,0.0001888678,0.0001518495,0.0001368437,0.00008915389,0.0003744118],"category_scores_gemma":[0.00002578727,0.0002169335,0.00007952303,0.0001851337,0.00008938474,0.0001553431,0.00003635354,0.000141695,0.003091827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001593159,"about_ca_system_score_gemma":0.00002080077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009858228,"about_ca_topic_score_gemma":0.0009269751,"domain_scores_codex":[0.9983518,0.000009656063,0.0004239448,0.0005482251,0.00003954882,0.0006268384],"domain_scores_gemma":[0.9993654,0.00002925687,0.0002458791,0.0002676269,0.00003087296,0.00006091579],"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":[0.00001518579,0.00004673022,0.01182696,0.00004958207,0.0000795121,0.000004918737,0.0001274616,0.0007015791,0.0001267768,0.07521816,0.9117128,0.00009034006],"study_design_scores_gemma":[0.0008531033,0.00006769849,0.00216163,0.00001903798,0.00001422766,0.00001227724,0.00009757428,0.001774495,0.00005041154,0.005278717,0.9892685,0.0004023436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1646438,0.03921558,0.005740514,0.0004641691,0.01210395,0.0007002182,0.0002620993,0.0002750391,0.7765946],"genre_scores_gemma":[0.7535212,0.0001790434,0.00002550814,0.00005659838,0.000398064,0.00002155204,0.000006865369,0.00001925417,0.2457719],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5888774,"threshold_uncertainty_score":0.9976844,"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."}}