{"id":"W4413006894","doi":"10.3390/en18154168","title":"An Integrated Bond Graph Methodology for Building Performance Simulation","year":2025,"lang":"en","type":"article","venue":"Energies","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Bond graph; Computer science; Bond; Graph; Business; Mathematics; Theoretical computer science; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006747494,0.0009131592,0.0006473952,0.0008325839,0.0004366719,0.0007625889,0.00140374,0.001013543,0.006623577],"category_scores_gemma":[0.001444575,0.0005645555,0.0009245049,0.0008446171,0.000475995,0.0009148651,0.0008154149,0.001171119,0.001122174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005781085,"about_ca_system_score_gemma":0.0009449755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005768467,"about_ca_topic_score_gemma":0.004619441,"domain_scores_codex":[0.9996775,0.0001127852,0.00001308248,0.00003890304,0.0001281125,0.00002953156],"domain_scores_gemma":[0.9996005,0.0002113822,0.00003381741,0.00006022141,0.00007777504,0.00001623749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009168743,0.00001938285,0.0001818711,0.00002658443,0.00001755224,0.00002235276,0.00001606938,0.9699509,0.00106424,0.02011137,0.0003772467,0.008203142],"study_design_scores_gemma":[0.000002423541,0.000007484972,0.00002795467,0.000003556892,0.000002833218,0.000004647396,0.000003724514,0.9919038,0.0002934743,0.006462306,0.001284729,0.000003079402],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004486408,0.0000903703,0.989457,0.00005102417,0.00002973544,0.00005272117,0.0001965054,0.0005023559,0.005133883],"genre_scores_gemma":[0.4201173,0.000807879,0.5667533,0.0001344043,0.00006076687,0.0008893405,0.001283519,0.0008534424,0.009100074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006623577,"threshold_uncertainty_score":0.02215803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236915341769351,"score_gpt":0.2924234070954668,"score_spread":0.2687318729185317,"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."}}