{"id":"W4416818872","doi":"10.1016/j.enbuild.2025.116802","title":"Human-centric buildings for a changing climate: Introducing a new International Energy Agency research network","year":2025,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Toronto; Carleton University","funders":"HORIZON EUROPE Framework Programme; Ministero dell’Istruzione, dell’Università e della Ricerca; European Commission; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Agency (philosophy); Context (archaeology); Work (physics); Relevance (law); Key (lock); Building automation; Sustainability; Purchasing; Energy consumption","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007615975,0.0002288483,0.0002339141,0.0007024467,0.0007980205,0.0001737526,0.0003233542,0.0001914506,0.00004664373],"category_scores_gemma":[0.0000506845,0.0002480004,0.00008317417,0.001101552,0.0000477656,0.0002448934,0.0002862188,0.0001807904,3.478839e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250571,"about_ca_system_score_gemma":0.00003758233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001567711,"about_ca_topic_score_gemma":0.00003392255,"domain_scores_codex":[0.9979819,0.00003031091,0.0003257049,0.0004372309,0.0002093364,0.001015515],"domain_scores_gemma":[0.9994013,0.0001155405,0.00004955163,0.0002175888,0.0001109915,0.0001050463],"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":[0.00002716657,0.0000172247,0.0001181306,0.00004432818,0.00009141403,0.000002216108,0.000111086,0.3447624,0.002334832,0.5863073,0.02202406,0.04415981],"study_design_scores_gemma":[0.001276848,0.0000746263,0.0001003548,0.000464999,0.00005765767,0.00001273649,0.00008333717,0.2807067,0.008160717,0.0334494,0.6750283,0.0005843893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03675511,0.004481206,0.9474775,0.0007684941,0.002337742,0.0001415365,0.000006083696,0.0005932704,0.007439109],"genre_scores_gemma":[0.9601739,0.002744677,0.0266287,0.0005445757,0.002359917,0.0001581253,0.00008759756,0.00008869071,0.007213826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9234188,"threshold_uncertainty_score":0.9999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145223478192747,"score_gpt":0.2738673725928581,"score_spread":0.2593450247735835,"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."}}