{"id":"W2586371907","doi":"","title":"Developing an understanding of the implications of traffic sign retroreflectivity guidelines for the province of New Brunswick","year":2013,"lang":"en","type":"article","venue":"","topic":"Safety Warnings and Signage","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sign (mathematics); Traffic sign; Transport engineering; Geography; Engineering; Mathematics","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":[0.003336201,0.0003198244,0.0002264294,0.002358839,0.005091309,0.005897713,0.002459282,0.001239291,0.005667591],"category_scores_gemma":[0.01606363,0.0004098829,0.0003177877,0.002425764,0.005859772,0.00327464,0.002451766,0.003176878,0.0002521776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05860747,"about_ca_system_score_gemma":0.1165985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9437931,"about_ca_topic_score_gemma":0.9762272,"domain_scores_codex":[0.9975927,0.0009167236,0.00008583455,0.0001791016,0.0003384181,0.0008871025],"domain_scores_gemma":[0.9924211,0.003379148,0.0008134379,0.0002110152,0.002503125,0.0006721729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009645619,0.0003305405,0.189268,0.0004183266,0.0000503439,0.002917516,0.2631153,0.007605569,0.002844968,0.3899481,0.02152973,0.1218751],"study_design_scores_gemma":[0.00002690226,0.00004582544,0.1095332,0.0008212061,0.00004322575,0.0001633296,0.7645944,0.00583295,0.001002102,0.05080654,0.06705194,0.0000783588],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6861911,0.001162168,0.008841151,0.09652709,0.0001572393,0.0002888625,0.0003138774,0.00004557984,0.2064729],"genre_scores_gemma":[0.9906724,0.0005764045,0.0026135,0.001302068,0.000006457622,0.00003706619,0.00005054973,0.000006939113,0.004734567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05860747,"threshold_uncertainty_score":0.425229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2368233042263138,"score_gpt":0.4043430451666655,"score_spread":0.1675197409403517,"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."}}