{"id":"W3214757972","doi":"10.7939/r3-04b2-da85","title":"Effect of Improving the Visibility of the Traffic Path on Vehicles Speeds and Safety at Work Zones","year":2020,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Soil Science and Environmental Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visibility; Work (physics); Transport engineering; Path (computing); Computer science; Work zone; Environmental science; Engineering; Meteorology; Geography; Computer network","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":[0.0007761606,0.0007751362,0.0004451813,0.000551442,0.0005424162,0.0006344809,0.0007033897,0.0006745241,0.004776328],"category_scores_gemma":[0.003282674,0.0002684741,0.0009179561,0.0002334662,0.0004459328,0.0003402457,0.0009901503,0.0006800126,0.0002608101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006854074,"about_ca_system_score_gemma":0.001357239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00832349,"about_ca_topic_score_gemma":0.01568626,"domain_scores_codex":[0.9990158,0.000419418,0.00005374513,0.0001311485,0.0001647956,0.0002150781],"domain_scores_gemma":[0.998435,0.000585188,0.0003112936,0.00008050961,0.0001671078,0.0004209758],"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":[0.05128167,0.1472823,0.1404685,0.006572341,0.001715413,0.0008364927,0.00484741,0.00848678,0.06230545,0.001129908,0.002888586,0.5721851],"study_design_scores_gemma":[0.002647923,0.1851468,0.7708848,0.0007838274,0.002152773,0.0002323698,0.003517992,0.003501978,0.02218134,0.0004675383,0.008361616,0.0001210371],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982109,0.0003010236,0.0002104835,0.00006370248,0.00002726123,0.0001392788,0.00004665518,0.00002734557,0.0009733516],"genre_scores_gemma":[0.9929124,0.0004894109,0.003805555,0.00006899268,0.00001852355,0.0002539013,0.00009888421,0.000009598954,0.002342839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9916765,"threshold_uncertainty_score":0.01655006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005808052697669723,"score_gpt":0.1391694754441048,"score_spread":0.1333614227464351,"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."}}