{"id":"W4248159294","doi":"10.22215/etd/2005-07775","title":"The use of head-up displays (HUDS) in motor vehicles","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Head (geology); Computer science; Humanities; Art","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":[0.0005762637,0.0001540621,0.00005048728,0.0003087205,0.0004545919,0.001044592,0.0002415513,0.0003211336,0.003135125],"category_scores_gemma":[0.003472075,0.0001531763,0.000102986,0.0001616444,0.0006069879,0.0005729309,0.0005658552,0.0003381573,0.0003624451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004547783,"about_ca_system_score_gemma":0.0005896349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005887635,"about_ca_topic_score_gemma":0.009027328,"domain_scores_codex":[0.999499,0.0002883424,0.00001177256,0.00005690911,0.00008193888,0.00006204792],"domain_scores_gemma":[0.9986625,0.0007261692,0.0001885473,0.0000462293,0.0002525374,0.0001240272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006969333,0.00094093,0.1474256,0.001059513,0.0001091446,0.0004557379,0.03829488,0.00156916,0.03531908,0.01139359,0.01412109,0.7486144],"study_design_scores_gemma":[0.0000548019,0.001983189,0.7837003,0.0007237181,0.0001555393,0.001161169,0.04798625,0.003134751,0.02463804,0.00662409,0.1297208,0.0001171868],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384912,0.003668075,0.008722325,0.001346089,0.00007597799,0.00006642179,0.00008140341,0.0001212086,0.04742725],"genre_scores_gemma":[0.9902973,0.001803498,0.001905853,0.0001871142,0.00001580281,0.00001471197,0.00002626066,0.00001216094,0.005737191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005887635,"threshold_uncertainty_score":0.01170671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06308019751495815,"score_gpt":0.4033408185007805,"score_spread":0.3402606209858223,"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."}}