{"id":"W608805360","doi":"","title":"RESEARCH PAYS OFF: NIGHTTIME CONSTRUCTION: DEVELOPING A SPECIFICATION FOR ROAD WORK AT NIGHT","year":2005,"lang":"en","type":"article","venue":"TR news","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Transport engineering; Work (physics); Engineering; Geography","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":[0.004251853,0.001535835,0.0004983176,0.0009330377,0.001316618,0.001824971,0.002819844,0.001379891,0.004469267],"category_scores_gemma":[0.008427732,0.0009016619,0.001306978,0.0009726008,0.001221548,0.001492469,0.001149359,0.001578294,0.001639082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005402176,"about_ca_system_score_gemma":0.01027542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1629313,"about_ca_topic_score_gemma":0.1801481,"domain_scores_codex":[0.9961305,0.001697553,0.0002723091,0.0004200049,0.001091284,0.0003883836],"domain_scores_gemma":[0.992646,0.002360136,0.0005404016,0.000837182,0.003306616,0.0003097461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002713369,0.0004236741,0.01851629,0.0006409819,0.0000490808,0.0005665748,0.001757508,0.5588359,0.01029706,0.2662757,0.03207514,0.1102907],"study_design_scores_gemma":[0.00007299992,0.0003262955,0.01144816,0.0002231109,0.0000602638,0.0002329608,0.001390529,0.8381801,0.01028808,0.03920954,0.09843421,0.0001337478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04691717,0.0002964525,0.910134,0.001058177,0.0002354022,0.0005973704,0.001579447,0.0006959224,0.03848596],"genre_scores_gemma":[0.4478609,0.0004956062,0.5161726,0.0004197113,0.00008646497,0.0011334,0.003652941,0.0008307911,0.0293476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1629313,"threshold_uncertainty_score":0.3239659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010512648965495,"score_gpt":0.3761743754787889,"score_spread":0.2751231105822394,"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."}}