{"id":"W4285812189","doi":"10.3397/nc-2022-812","title":"Design-build case study project neon NDOT","year":2022,"lang":"en","type":"article","venue":"NOISE-CON proceedings","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Miller Group (Canada)","funders":"","keywords":"Las vegas; Environmental impact statement; Downtown; Noise (video); Transport engineering; Design–build; Atlanta; Process (computing); Civil engineering; Engineering; Architectural engineering; Environmental planning; Computer science; Environmental impact assessment; Environmental science; Geography; Archaeology; Metropolitan area; Political science","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":[0.006603765,0.0005553391,0.000306168,0.0009309802,0.00310415,0.001863404,0.00206705,0.001717859,0.01348978],"category_scores_gemma":[0.006456072,0.0003873304,0.0003736823,0.000711923,0.001523117,0.00113679,0.003096581,0.001372845,0.002277465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003844538,"about_ca_system_score_gemma":0.005457869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01478806,"about_ca_topic_score_gemma":0.04958787,"domain_scores_codex":[0.9918947,0.005113293,0.0001761222,0.000412645,0.001785291,0.0006180822],"domain_scores_gemma":[0.9961246,0.001456049,0.0001551938,0.0005119165,0.0008961213,0.0008561788],"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":[0.002878737,0.01542617,0.06058931,0.003543552,0.0001542746,0.04316171,0.07452179,0.06097005,0.0277422,0.1096881,0.1424036,0.4589206],"study_design_scores_gemma":[0.0006266549,0.004584836,0.01804563,0.0007437408,0.00005589798,0.007069821,0.06926141,0.02302016,0.008646684,0.01102784,0.8567818,0.0001355569],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5243781,0.0008216338,0.1266128,0.005143968,0.0002744526,0.008173347,0.002585512,0.0008456655,0.3311645],"genre_scores_gemma":[0.766077,0.0006975845,0.1442609,0.001054427,0.00003427232,0.004276907,0.001551224,0.000396204,0.08165142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01478806,"threshold_uncertainty_score":0.04512781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08652489494922336,"score_gpt":0.4056699050266487,"score_spread":0.3191450100774254,"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."}}