{"id":"W2104261981","doi":"10.3141/2248-10","title":"Effects of Hybrid Interface on Ecodriving and Driver Distraction","year":2011,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Distraction; Interface (matter); Duration (music); Simulation; Driving simulator; Automotive engineering; Poison control; User interface; Computer science; Engineering; Transport engineering; Human–computer interaction; Psychology; Medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009808948,0.000641123,0.0003626557,0.0004028803,0.0002189726,0.0009054387,0.0003361827,0.000530982,0.003948003],"category_scores_gemma":[0.008184534,0.0002673337,0.0003245877,0.0001638861,0.0002286972,0.0005068431,0.0006713124,0.0003706549,0.0003190265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001315862,"about_ca_system_score_gemma":0.0001781962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006762804,"about_ca_topic_score_gemma":0.0007211067,"domain_scores_codex":[0.9993455,0.0002447879,0.0000913465,0.0000990405,0.0001393865,0.00007996226],"domain_scores_gemma":[0.9926274,0.00563617,0.0004474382,0.0002770681,0.0006272186,0.0003846258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.08874638,0.01734856,0.09035403,0.003667707,0.001141362,0.0009768185,0.007541883,0.005617215,0.4522984,0.000608802,0.001775741,0.3299232],"study_design_scores_gemma":[0.003640183,0.1338427,0.7676533,0.000528244,0.002257686,0.001721225,0.004979837,0.01480089,0.06146751,0.001026755,0.007843242,0.0002383304],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996808,0.0002496855,0.001521787,0.00002660171,0.00003067496,0.00006722751,0.00005612634,0.00007644299,0.001163407],"genre_scores_gemma":[0.9934251,0.0002555733,0.004538079,0.0001072928,0.00003373891,0.0002063106,0.0001219582,0.00003393265,0.001277922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003948003,"threshold_uncertainty_score":0.01320738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09290889559659178,"score_gpt":0.4246566953349429,"score_spread":0.3317477997383511,"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."}}