{"id":"W6992519673","doi":"","title":"Life cycle cost analysis as a decision support tool for managing municipal infrastructure","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Life Cycle Costing Analysis","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Life-cycle cost analysis; Decision support system; Cost analysis; Decision analysis; Life cycle costing; Cost–benefit analysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.003995869,0.00122976,0.0005483216,0.006555567,0.0006429884,0.003364688,0.001004292,0.0007495533,0.003421429],"category_scores_gemma":[0.01515997,0.0003313525,0.0004772871,0.004407154,0.0005447387,0.003608495,0.0007838327,0.00089587,0.000716173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003731516,"about_ca_system_score_gemma":0.003368831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008631373,"about_ca_topic_score_gemma":0.01204231,"domain_scores_codex":[0.9947325,0.002073887,0.0001380975,0.0001289691,0.002753976,0.000172612],"domain_scores_gemma":[0.9905273,0.005412475,0.0006244865,0.0005419398,0.002723459,0.0001703241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001239486,0.0002497115,0.00701017,0.0004930223,0.0001371717,0.0001907393,0.0003002439,0.2328261,0.003333734,0.1307316,0.01611933,0.6084841],"study_design_scores_gemma":[0.00004720155,0.0004515071,0.007482155,0.0005645276,0.0001615138,0.0002708954,0.0006275877,0.7832256,0.007639068,0.07412534,0.1252402,0.0001643662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08034993,0.006581274,0.7493121,0.003845233,0.0002989044,0.0009067752,0.001499101,0.002734427,0.1544723],"genre_scores_gemma":[0.6371129,0.003894927,0.349475,0.0002414996,0.0001714934,0.0004733593,0.001008051,0.0002148603,0.007407969],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008631373,"threshold_uncertainty_score":0.02707422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273015209569444,"score_gpt":0.2594778993522505,"score_spread":0.246747747256556,"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."}}