{"id":"W2388659648","doi":"","title":"Effect of material price changing on cost percentage typical residential building","year":2004,"lang":"en","type":"article","venue":"Journal of Pingdingshan Institute of Technology","topic":"Value Engineering and Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Residence; Unit cost; Unit price; Total cost; Unit (ring theory); Agricultural economics; Environmental science; Operations management; Economics; Toxicology; Mathematics; Geography; Demographic economics; Accounting; Microeconomics","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":[0.0004800137,0.0002189845,0.0002119714,0.0006740328,0.0002136053,0.0008383424,0.0003329288,0.0003290667,0.003153936],"category_scores_gemma":[0.00468244,0.0001232316,0.00035095,0.0009774105,0.0003158672,0.0005011162,0.0002171799,0.0003114408,0.0002684009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008873372,"about_ca_system_score_gemma":0.0002593535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005234626,"about_ca_topic_score_gemma":0.004305964,"domain_scores_codex":[0.9993761,0.0001361151,0.00003467477,0.0000932326,0.0002152838,0.0001446165],"domain_scores_gemma":[0.9961739,0.002263386,0.0006746143,0.0002235923,0.0005067382,0.0001577896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006570317,0.0009328009,0.5569311,0.0003550061,0.0004377098,0.00422074,0.0005599846,0.2445339,0.07013737,0.003711889,0.00249847,0.1091108],"study_design_scores_gemma":[0.00004234901,0.001760979,0.8525938,0.00001384544,0.0002633617,0.0009617957,0.001053541,0.08759283,0.05192135,0.0004331777,0.003286568,0.00007643474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975653,0.00008749912,0.0002614619,0.00002626884,0.000007767269,0.000004931859,0.00008495495,0.00001635403,0.001945562],"genre_scores_gemma":[0.9993775,0.00004038261,0.00009831349,0.000005193745,0.0000028703,0.000002009461,0.00008194167,0.000004786738,0.0003869798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005234626,"threshold_uncertainty_score":0.01055104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007196980911833148,"score_gpt":0.2387058889731078,"score_spread":0.2315089080612746,"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."}}