{"id":"W4385656078","doi":"10.1109/cacre58689.2023.10208604","title":"Conference Speakers","year":2023,"lang":"en","type":"article","venue":"","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canadian Aeronautics and Space Institute","keywords":"Computer science; Speech recognition","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002080583,0.001478515,0.0008721605,0.001655511,0.002363395,0.005627097,0.001557978,0.003054575,0.4757717],"category_scores_gemma":[0.006638046,0.0003451721,0.0006942429,0.001234806,0.0004313111,0.002899222,0.003888133,0.003966614,0.3097774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689189,"about_ca_system_score_gemma":0.001901048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176392,"about_ca_topic_score_gemma":0.00264812,"domain_scores_codex":[0.9987565,0.0001556622,0.00005930406,0.0002812516,0.0005105485,0.0002367665],"domain_scores_gemma":[0.994934,0.0004429204,0.0001555714,0.0001474776,0.002164255,0.002155645],"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":[0.00004631385,0.00001507926,0.00005457719,0.00007741847,0.000002142642,0.00004828921,0.00004480184,0.0000298372,0.0003453718,0.0009910471,0.9812454,0.01709968],"study_design_scores_gemma":[0.000008542062,0.00001407581,0.0002036126,0.00007018088,0.000002678708,0.00008059687,0.0001301185,0.00004089533,0.0001240781,0.0005070994,0.9988118,0.00000637163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00183598,0.01820276,0.003817732,0.07357568,0.5468833,0.0005129647,0.004153366,0.001475673,0.3495426],"genre_scores_gemma":[0.007207897,0.006936427,0.001136874,0.01268821,0.0953775,0.0004371759,0.00298732,0.0007898473,0.8724387],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5242283,"threshold_uncertainty_score":0.747748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012489507296432,"score_gpt":0.1974661616749802,"score_spread":0.1849766543785482,"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."}}