{"id":"W2247178019","doi":"","title":"HIGHWAY TRAFFIC SIGN COMPREHENSION: A CROSS-CULTURAL STUDY (ABSTRACT ONLY)","year":2000,"lang":"en","type":"article","venue":"Traffic Safety on Two ContinentsPTRC Education and Research Services Limited","topic":"Safety Warnings and Signage","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Standardization; Comprehension; Sign (mathematics); Traffic sign; Transport engineering; Set (abstract data type); Developing country; Population; Human factors and ergonomics; Business; Engineering; Psychology; Applied psychology; Geography; Marketing; Computer science; Poison control; Economic growth; Environmental health; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003167778,0.0006320221,0.0004994224,0.001046837,0.001116643,0.001927849,0.0003574612,0.0006377565,0.003571096],"category_scores_gemma":[0.007442284,0.0006261446,0.0004845525,0.0005371433,0.001348661,0.00119514,0.0009776335,0.001294485,0.000810007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004764605,"about_ca_system_score_gemma":0.0004616294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005792465,"about_ca_topic_score_gemma":0.006491304,"domain_scores_codex":[0.9990541,0.0002927913,0.00008788665,0.0001139729,0.0003204457,0.0001306893],"domain_scores_gemma":[0.9956329,0.0017493,0.0007946178,0.0003646523,0.001023111,0.0004354119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000869286,0.00523902,0.7537462,0.000257538,0.0002285549,0.001338091,0.2057086,0.0002138295,0.007962754,0.0002274304,0.001258453,0.0229504],"study_design_scores_gemma":[0.00009354915,0.005312984,0.9063327,0.00007017822,0.0001070476,0.001670654,0.08187193,0.0005655866,0.001661827,0.0002181277,0.002021133,0.00007421648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995483,0.0000160407,0.00002875296,0.000009319625,0.000003244746,0.0000112465,0.00001295002,9.68107e-7,0.000369243],"genre_scores_gemma":[0.9991531,0.00005245379,0.00005539168,0.00004639306,0.000004074761,0.00002578019,0.0000423003,0.000003581989,0.0006170006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005792465,"threshold_uncertainty_score":0.01675302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05193159113908486,"score_gpt":0.419570756351291,"score_spread":0.3676391652122062,"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."}}