{"id":"W4385517709","doi":"10.1016/j.rser.2023.113558","title":"State-of-the-art review of occupant behavior modeling and implementation in building performance simulation","year":2023,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Reviews","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Qatar National Research Fund; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"State (computer science); Computer science; Architectural engineering; Engineering; Programming language","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004012257,0.001666401,0.001688735,0.004487935,0.000535218,0.002892745,0.002536402,0.001647983,0.006114873],"category_scores_gemma":[0.01334722,0.0009253743,0.002477722,0.005804777,0.0006839347,0.002657589,0.001245471,0.001241693,0.001949117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361275,"about_ca_system_score_gemma":0.005346767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041661,"about_ca_topic_score_gemma":0.01094116,"domain_scores_codex":[0.9971625,0.0009783965,0.0004681894,0.0004244373,0.0008607599,0.0001055947],"domain_scores_gemma":[0.9874622,0.009749526,0.000680199,0.0003561375,0.001595833,0.0001561189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001240511,0.0001775375,0.003386907,0.1027779,0.0005856428,0.0002281967,0.0006523355,0.01753236,0.001322509,0.01850928,0.0261808,0.8285225],"study_design_scores_gemma":[0.0000251039,0.0003364407,0.007599911,0.06435724,0.001801875,0.0005050153,0.0007692009,0.01449829,0.002223779,0.0115908,0.8961071,0.0001851832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002363233,0.97244,0.01563024,0.001259436,0.0007704059,0.00008533014,0.0005971771,0.0001799668,0.00667414],"genre_scores_gemma":[0.01424343,0.9744056,0.008676643,0.0003789804,0.0004301751,0.0001107686,0.0007045266,0.00005477163,0.0009950689],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01041661,"threshold_uncertainty_score":0.02121907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370213949442063,"score_gpt":0.2713890265016935,"score_spread":0.2576868870072729,"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."}}