{"id":"W2144947218","doi":"10.1080/09613218.2015.961046","title":"Net-zero and net-positive design: a question of value","year":2014,"lang":"en","type":"article","venue":"Building Research & Information","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Value (mathematics); Zero (linguistics); Net (polyhedron); Architectural engineering; Environmental resource management; Environmental economics; Business; Engineering; Environmental science; Economics; Mathematics; Statistics","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":[0.002606166,0.0001100038,0.0001375437,0.0004253764,0.0001333616,0.0001382077,0.0001249041,0.00008341627,0.000006121502],"category_scores_gemma":[0.0004141432,0.0001101115,0.00002379568,0.0003586595,0.00006743255,0.0009408643,0.00005637195,0.0002334779,0.0000105372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767983,"about_ca_system_score_gemma":0.0000530801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008853132,"about_ca_topic_score_gemma":4.133636e-7,"domain_scores_codex":[0.9986451,0.0001914043,0.0002832397,0.00008921208,0.0004459313,0.0003451079],"domain_scores_gemma":[0.9990237,0.0003897809,0.00004770751,0.0001603543,0.0002879032,0.00009060223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001174699,0.00003838929,0.0007175817,0.001009134,0.0000802867,0.000002571036,0.002789889,0.4296717,0.02716164,0.2572652,0.006271641,0.2748745],"study_design_scores_gemma":[0.0006505318,0.0003478202,0.005359222,0.0003267837,0.00001221229,0.00001000043,0.0003281135,0.9345341,0.03925249,0.01292741,0.006012805,0.0002385133],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1882057,0.0001025092,0.8081848,0.00006577762,0.00008548664,0.000427745,0.000002392688,0.0001389821,0.00278662],"genre_scores_gemma":[0.9834705,0.00007635781,0.0162944,0.00002006505,0.00004340413,0.0000408186,0.00001163989,0.00001300062,0.00002981953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7952648,"threshold_uncertainty_score":0.4490217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091777691102525,"score_gpt":0.3092845951007424,"score_spread":0.2883668181897172,"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."}}