{"id":"W639364701","doi":"","title":"Synthesis of Environmental Management Practices for Road Construction, Operations and Maintenance Volume 2 - Road Operation and Maintenance","year":2014,"lang":"en","type":"article","venue":"","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Road construction; Highway maintenance; Best practice; Transport engineering; Environmental impact assessment; Environmental resource management; Engineering; Environmental planning; Construction engineering; Business; Computer science; Environmental science","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":[0.009118298,0.0008343701,0.0008483701,0.01685009,0.002953351,0.007819092,0.001511733,0.000828794,0.005328906],"category_scores_gemma":[0.01437197,0.0005581915,0.0007841644,0.02425875,0.001239115,0.0018978,0.002037508,0.001181048,0.000817641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06805981,"about_ca_system_score_gemma":0.1097029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7733818,"about_ca_topic_score_gemma":0.885711,"domain_scores_codex":[0.982544,0.00136762,0.001442205,0.0007667483,0.01321138,0.0006679969],"domain_scores_gemma":[0.9741318,0.002994126,0.001126808,0.0007991059,0.02053417,0.0004140642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001273269,0.0001337187,0.009381308,0.01193836,0.0001055103,0.0002377169,0.02905583,0.008002051,0.006463254,0.03977511,0.105259,0.7895208],"study_design_scores_gemma":[0.00001281377,0.00007977583,0.03736126,0.008900393,0.000123111,0.0001063832,0.01696203,0.0006182081,0.003988156,0.003601632,0.9281816,0.00006472129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0815151,0.1052857,0.09344645,0.02110673,0.001926937,0.007050152,0.06413604,0.001535705,0.6239972],"genre_scores_gemma":[0.3983361,0.1468475,0.2632734,0.003299909,0.000448048,0.00380193,0.07720764,0.001104317,0.1056811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7733818,"threshold_uncertainty_score":0.4938108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007902963829945087,"score_gpt":0.2217207679126516,"score_spread":0.2138178040827065,"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."}}