{"id":"W2118065619","doi":"","title":"GENERIC PROTOCOL FOR LONG LIFE PAVEMENTS COST ANALYSIS","year":2003,"lang":"en","type":"article","venue":"","topic":"Life Cycle Costing Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Life-cycle cost analysis; Computer science; Operations research; Transport engineering; Engineering; Reliability engineering","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":[0.01815732,0.001651668,0.001379183,0.004792758,0.002232824,0.004642783,0.004006044,0.006008381,0.1201883],"category_scores_gemma":[0.04724598,0.001897259,0.001419619,0.005766189,0.001172416,0.005680868,0.00543823,0.004666533,0.09514566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003689723,"about_ca_system_score_gemma":0.005283291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003277352,"about_ca_topic_score_gemma":0.003251648,"domain_scores_codex":[0.9832639,0.005056897,0.003470564,0.0009255156,0.00626039,0.001022668],"domain_scores_gemma":[0.9652243,0.01168213,0.001831282,0.01049893,0.01026683,0.0004966523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000517095,0.0004089583,0.00140102,0.001593014,0.0000719145,0.001106892,0.0006577107,0.0100087,0.008076062,0.3806956,0.414962,0.1805011],"study_design_scores_gemma":[0.000140471,0.0001484131,0.001373325,0.0005739125,0.00003125669,0.0006035215,0.0001807016,0.01019488,0.00711837,0.05454375,0.9249446,0.0001467881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.002907935,0.0003549576,0.8088953,0.002879137,0.0007158692,0.01907603,0.03823809,0.0129037,0.1140291],"genre_scores_gemma":[0.03909593,0.002159032,0.6661382,0.004294582,0.0006755382,0.08421674,0.07307398,0.005482686,0.1248634],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1201883,"threshold_uncertainty_score":0.40207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06772026965899668,"score_gpt":0.3069961613411761,"score_spread":0.2392758916821794,"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."}}