{"id":"W2887020329","doi":"10.1177/1744259118790756","title":"Buildings with environmental quality management: Part 4: A path to the future NZEB","year":2018,"lang":"en","type":"article","venue":"Journal of Building Physics","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Architectural engineering; Zero-energy building; Process (computing); Quality (philosophy); Mainstream; Facility management; Set (abstract data type); Environmental quality; Computer science; Efficient energy use; Risk analysis (engineering); Engineering; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003707392,0.0005345657,0.0003628764,0.0008892649,0.001596709,0.005417629,0.001060274,0.002584001,0.009709109],"category_scores_gemma":[0.002351164,0.0003470448,0.0005669281,0.001160573,0.004590143,0.006981671,0.005263908,0.003426154,0.001431491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005645655,"about_ca_system_score_gemma":0.005802615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01402395,"about_ca_topic_score_gemma":0.0162623,"domain_scores_codex":[0.9979273,0.0005084684,0.0001062409,0.0001421742,0.001058198,0.0002576847],"domain_scores_gemma":[0.9989072,0.0002064305,0.0001174344,0.0001231325,0.0004617001,0.0001841667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003584378,0.0001287128,0.001405936,0.000868234,0.00001577129,0.0001397664,0.001985824,0.001414051,0.002501107,0.5798424,0.03174233,0.37992],"study_design_scores_gemma":[0.000004394813,0.00009802394,0.002204579,0.0006899106,0.000007615058,0.0001912908,0.0009326747,0.0008172017,0.0008602968,0.06357887,0.9305919,0.00002322122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02158008,0.2701781,0.08174116,0.2849869,0.007601421,0.000291266,0.000139998,0.0004613262,0.3330198],"genre_scores_gemma":[0.3558327,0.284229,0.1110709,0.03302057,0.004632527,0.000320252,0.0002916001,0.0003243649,0.210278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01402395,"threshold_uncertainty_score":0.04096222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009831429118638067,"score_gpt":0.2179596907712321,"score_spread":0.208128261652594,"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."}}