{"id":"W2101638401","doi":"10.1007/s00158-003-0297-4","title":"Profitability versus safety of high-rise office buildings","year":2003,"lang":"en","type":"article","venue":"Structural and Multidisciplinary Optimization","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Atomic Energy (Canada)","funders":"","keywords":"Profitability index; Revenue; Profit (economics); Computer science; Single-family detached home; Pareto principle; Redundancy (engineering); Operations research; Reliability engineering; Economics; Engineering; Operations management; Microeconomics; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001703716,0.0001524986,0.0001881968,0.00005201647,0.000204895,0.00001347574,0.00007636901,0.00007942449,0.0008713104],"category_scores_gemma":[0.0000419522,0.0001278041,0.00004383171,0.000158733,0.0001412231,0.0001197859,0.00007926383,0.00008306968,0.000004945742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003450359,"about_ca_system_score_gemma":0.00001143072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000117296,"about_ca_topic_score_gemma":0.00001197618,"domain_scores_codex":[0.99896,0.00009926644,0.0002865426,0.0003291887,0.0001149224,0.0002100606],"domain_scores_gemma":[0.9994521,0.00007724231,0.0001075971,0.000236119,0.00006689895,0.00006001135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01214906,0.0002733767,0.0311133,0.0006300785,0.0004258329,0.00001426644,0.01277641,0.5860248,0.0002330539,0.3305987,0.0009949566,0.02476618],"study_design_scores_gemma":[0.04050663,0.004323578,0.7891604,0.000214886,0.001064533,0.00007161134,0.05408235,0.08822703,0.001301403,0.008907059,0.00892631,0.003214202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866825,0.0002572707,0.005470971,0.0002598014,0.001313072,0.0004747708,0.0000499077,0.00004756671,0.005444145],"genre_scores_gemma":[0.9794652,0.00002809285,0.01900063,0.000006528929,0.00002860531,0.00001595893,0.00005366464,0.00001094213,0.001390357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7580471,"threshold_uncertainty_score":0.9540237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014011650189973,"score_gpt":0.2777067197748818,"score_spread":0.2636950695849088,"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."}}