{"id":"W2151421260","doi":"10.1109/ithet.2005.1560235","title":"Virtual Versus Real Design Of A Traffic Light/Voice Controller","year":2005,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University Grants Committee","keywords":"Complex programmable logic device; Controller (irrigation); Computer science; Programmable logic device; Process (computing); Synchronization (alternating current); Programmable logic controller; Interface (matter); Visualization; Computer hardware; Embedded system; Virtual reality; Microprocessor; Set (abstract data type); Real-time computing; Artificial intelligence; Telecommunications; Operating system; Channel (broadcasting)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004486983,0.0002679561,0.0001871575,0.0003364421,0.0003328574,0.001565593,0.001152223,0.0003708623,0.005809623],"category_scores_gemma":[0.0008774474,0.0001960831,0.0001826696,0.0001068585,0.0005929512,0.0005765667,0.0003821483,0.0003290739,0.0004542114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005335039,"about_ca_system_score_gemma":0.0006126571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006638973,"about_ca_topic_score_gemma":0.000591905,"domain_scores_codex":[0.9994179,0.0001408846,0.00002331724,0.00009897052,0.000260439,0.00005845825],"domain_scores_gemma":[0.9996754,0.00007738473,0.00002481937,0.0000525366,0.000123333,0.0000465144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001284652,0.000288417,0.002497351,0.0009763541,0.0001400248,0.0008518117,0.0009246288,0.1847417,0.3256048,0.2511037,0.004712006,0.2268746],"study_design_scores_gemma":[0.0002611009,0.001460937,0.002121749,0.0001114723,0.0002151538,0.001068795,0.0002611131,0.7082149,0.1489088,0.0170504,0.1202265,0.00009907533],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1264714,0.0005199232,0.8207269,0.0003196229,0.0003149366,0.0002894479,0.0001059566,0.002168104,0.04908377],"genre_scores_gemma":[0.8713381,0.000155462,0.1188195,0.0001099382,0.000039874,0.0001799311,0.00006215898,0.0000973274,0.009197759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005809623,"threshold_uncertainty_score":0.01943517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05560394119491665,"score_gpt":0.3379829625512696,"score_spread":0.282379021356353,"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."}}