{"id":"W2807962947","doi":"10.7939/r3dn4063s","title":"Analysis of NetZero Energy Homes (NZEHs): Stakeholders, Design, and Performance","year":2016,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Energy (signal processing); Government (linguistics); Efficient energy use; Environmental economics; Order (exchange); Architectural engineering; Business; Risk analysis (engineering); Engineering; Economics","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":[0.004483793,0.000486035,0.0002696902,0.0008708962,0.0008686421,0.001611947,0.0006096886,0.0005096598,0.003299959],"category_scores_gemma":[0.005992221,0.0002188985,0.0004289113,0.0009381192,0.0007216563,0.002109015,0.001493412,0.000388919,0.0004295619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003553581,"about_ca_system_score_gemma":0.001777519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008777756,"about_ca_topic_score_gemma":0.01677416,"domain_scores_codex":[0.9972345,0.001281471,0.00007339694,0.0001895474,0.0009467282,0.0002743432],"domain_scores_gemma":[0.9974716,0.0009974719,0.000236611,0.0001330768,0.001020321,0.0001409114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00148614,0.002051956,0.4627676,0.001293141,0.0002167881,0.002326309,0.02839486,0.1142415,0.04265781,0.04649277,0.005865253,0.2922059],"study_design_scores_gemma":[0.0001179792,0.00318385,0.4114809,0.0005347795,0.0001810994,0.0008550065,0.1690943,0.280478,0.05476097,0.02870369,0.05037669,0.0002327492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647015,0.00006319954,0.01978205,0.0002928597,0.000006139935,0.0003540984,0.0002744629,0.00002960849,0.01449611],"genre_scores_gemma":[0.9888706,0.00007949768,0.008657311,0.00002479542,0.000001325747,0.0001241191,0.0002237756,0.00001521932,0.002003385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9912223,"threshold_uncertainty_score":0.02578318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009542686280964302,"score_gpt":0.1372249967806242,"score_spread":0.1276823104996599,"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."}}