{"id":"W7116059829","doi":"10.82417/dd0n-6v54","title":"Performance analysis of UWB localization in multi-floor industrial scenarios","year":2025,"lang":"en","type":"other","venue":"Espace ÉTS (ETS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Non-line-of-sight propagation; Operator (biology); Ranging; Key (lock); Hazardous waste","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005602992,0.0005595243,0.001327199,0.005754128,0.00004484364,0.00004004839,0.0005261156,0.001100118,0.004516118],"category_scores_gemma":[0.0004653885,0.0005838218,0.0002812688,0.00734146,0.0001501057,0.0001117168,0.000167813,0.0006053274,0.001444069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004029756,"about_ca_system_score_gemma":0.0005218681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003261845,"about_ca_topic_score_gemma":0.01998001,"domain_scores_codex":[0.997131,0.0002862048,0.0006462367,0.0007724487,0.0006699688,0.0004941692],"domain_scores_gemma":[0.9978884,0.00005584175,0.0008453644,0.0009610887,0.0001417115,0.0001076351],"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":[0.0005639282,0.0009278493,0.2038494,0.0004702482,0.004427605,0.00002774497,0.001209844,0.1350239,0.0002649349,0.00009399455,0.6486441,0.004496482],"study_design_scores_gemma":[0.005817459,0.00008613629,0.01264458,0.002223457,0.003940513,6.564023e-7,0.0002348183,0.4173942,0.0004449794,9.950335e-7,0.5559787,0.001233493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06533641,0.00440108,0.01272531,0.0009052971,0.005523911,0.01079789,0.007572179,0.003039086,0.8896989],"genre_scores_gemma":[0.09210655,0.0002184754,0.0008619537,0.00008600517,0.0003147922,0.0000787787,0.001090139,0.001009536,0.9042338],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2823703,"threshold_uncertainty_score":0.9996613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531950135005373,"score_gpt":0.2775343014307526,"score_spread":0.2522148000806989,"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."}}