{"id":"W613856058","doi":"","title":"PS 3150: Implications for Infrastructure Valuation, Accounting, and Management","year":2007,"lang":"en","type":"article","venue":"","topic":"Life Cycle Costing Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Valuation (finance); Amortization; Business; Accounting; Intangible asset; Book value; Pre-money valuation; Valuation effects; Earnings before interest, taxes, depreciation, and amortization; Finance; Asset management; Economics; Debt; Earnings","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008016254,0.0001364174,0.0001273413,0.000334455,0.0003230412,0.0003157168,0.000181549,0.00005144676,0.00007669393],"category_scores_gemma":[0.00013516,0.0001245645,0.00005946932,0.0005377356,0.00003152599,0.0005595816,0.0001473535,0.0000507724,0.00004294997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002937857,"about_ca_system_score_gemma":0.000005732939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007408479,"about_ca_topic_score_gemma":0.00009780004,"domain_scores_codex":[0.9989964,0.000002212564,0.0002821212,0.0003049528,0.0001439521,0.0002703139],"domain_scores_gemma":[0.9991876,0.00007527137,0.0001746379,0.0002605458,0.0002879687,0.00001398484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001724234,0.0000383198,0.5142369,0.0002626426,0.0001427208,6.299442e-7,0.00003342816,0.0001568709,0.0002399543,0.3146759,0.04893792,0.1212575],"study_design_scores_gemma":[0.0004504887,0.000002470918,0.8332931,0.00001395811,0.0002296672,9.641938e-7,0.0001897497,0.002950487,0.00001828548,0.04767875,0.1149692,0.0002028891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4463578,0.000130703,0.4191986,0.009650435,0.0004293911,0.001522131,0.000006661705,0.0006859984,0.1220183],"genre_scores_gemma":[0.981299,0.00001409989,0.01221762,0.004367501,0.0009901131,0.0000532819,0.00006995782,0.00002864475,0.000959765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5349411,"threshold_uncertainty_score":0.5079592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114168558714519,"score_gpt":0.2725533303224155,"score_spread":0.2514116447352703,"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."}}