{"id":"W7098104501","doi":"","title":"Green Buildings Project Terms of Reference Background","year":2013,"lang":"en","type":"article","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Green building; Environmental design; Sustainable design; Efficient energy use; Rating system; Water efficiency","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":[0.00006584228,0.0001029143,0.0001251751,0.00008466726,0.00001734977,0.00003300861,0.0001449706,0.00004566225,0.0004298294],"category_scores_gemma":[0.00000384205,0.00008384783,0.00002699931,0.0001496778,0.00002038312,0.0001879098,0.00002919305,0.00007444106,0.00005088312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004838825,"about_ca_system_score_gemma":0.00001656641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008448222,"about_ca_topic_score_gemma":0.000004044998,"domain_scores_codex":[0.9994093,0.000008143653,0.0001577958,0.0001070223,0.0001120513,0.0002057352],"domain_scores_gemma":[0.999705,0.00002778444,0.00001923903,0.0001711693,0.0000416791,0.00003509687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001967742,0.0002377844,0.01423541,0.002219858,0.0003856103,0.00002716281,0.001136433,0.002777674,0.4651443,0.1211862,0.1756997,0.2169302],"study_design_scores_gemma":[0.004457477,0.001241755,0.07684224,0.0007134738,0.0001776162,0.00008568612,0.01073707,0.1785857,0.3461461,0.05443089,0.3221985,0.004383479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8293593,0.00005975308,0.01577672,0.00006675808,0.0001047613,0.0004666923,0.000001836359,0.0004143755,0.1537498],"genre_scores_gemma":[0.9880548,0.00001762405,0.007958405,0.00002716276,0.00002704825,0.0000442726,0.000002116712,0.00001846681,0.003850164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2125467,"threshold_uncertainty_score":0.4706331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02733544423519149,"score_gpt":0.2596405760130508,"score_spread":0.2323051317778594,"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."}}