{"id":"W624357769","doi":"","title":"CITY IMPLEMENTS CONTINUOUS PROCESS IMPROVEMENT IN ROADWAYS SECTION","year":2003,"lang":"en","type":"article","venue":"THE APWA REPORTER","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transport engineering; Process (computing); Work (physics); Consistency (knowledge bases); Session (web analytics); Work zone; Engineering; Computer science; Operations management","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":[0.007626632,0.0004680795,0.0002358368,0.001231615,0.001267692,0.003862696,0.001303873,0.0006605545,0.01269161],"category_scores_gemma":[0.0110193,0.0003891964,0.0003388712,0.001562648,0.0009626449,0.001378156,0.001756561,0.0007114618,0.004553122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005137098,"about_ca_system_score_gemma":0.02626051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07620728,"about_ca_topic_score_gemma":0.09326167,"domain_scores_codex":[0.9922928,0.002328366,0.0004104404,0.001084012,0.003088015,0.0007964259],"domain_scores_gemma":[0.9848254,0.002439181,0.00128348,0.003576423,0.007051518,0.0008239049],"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":[0.0004062584,0.001537036,0.0275918,0.0005091546,0.00007674262,0.0002338888,0.003854443,0.01356887,0.01786467,0.01994316,0.04369812,0.8707159],"study_design_scores_gemma":[0.0003821149,0.001534274,0.08018943,0.0003871656,0.0001422575,0.0001916472,0.004157959,0.02311639,0.04327234,0.004386804,0.8420347,0.0002048922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2713836,0.0007125852,0.3769972,0.007139569,0.0005539657,0.008541961,0.00328929,0.04193139,0.2894505],"genre_scores_gemma":[0.620181,0.0004591549,0.2756684,0.0007932419,0.00009086739,0.001858086,0.002852354,0.000998589,0.09709834],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07620728,"threshold_uncertainty_score":0.1515274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007750333143421461,"score_gpt":0.2319226453899051,"score_spread":0.2241723122464836,"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."}}