{"id":"W4416704941","doi":"10.26868/25222708.2025.1137","title":"IBPSA Modelica Working Group: Open-source model development based on open standards to accelerate decarbonization","year":2025,"lang":"en","type":"article","venue":"Building Simulation Conference proceedings","topic":"Modeling and Simulation Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitsubishi Electric Research Laboratories; KU Leuven; Fonds Wetenschappelijk Onderzoek; Natural Sciences and Engineering Research Council of Canada; Vlaamse regering; U.S. Department of Energy","keywords":"Modelica; ASHRAE 90.1; Work (physics); Geothermal energy; Field (mathematics); Range (aeronautics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005124378,0.002986061,0.002074873,0.002907967,0.001195724,0.004925672,0.006874662,0.003310292,0.03795426],"category_scores_gemma":[0.01291431,0.00221133,0.00529787,0.003180566,0.001248043,0.005661604,0.005218519,0.005998808,0.02371383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914169,"about_ca_system_score_gemma":0.006707605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01274543,"about_ca_topic_score_gemma":0.008209899,"domain_scores_codex":[0.997543,0.0006448478,0.0002598146,0.0003029948,0.001037701,0.0002117219],"domain_scores_gemma":[0.9934132,0.002509383,0.0002837288,0.001736181,0.001752498,0.0003051401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002801821,0.0002792388,0.002045104,0.00332085,0.0005519011,0.0003843256,0.00057854,0.3715346,0.005575395,0.1561264,0.2957569,0.1635665],"study_design_scores_gemma":[0.0002159149,0.00006143558,0.0004744606,0.0008139862,0.0001168527,0.0001066914,0.00008334197,0.3291526,0.004642598,0.05933356,0.6048687,0.0001298185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0018264,0.001302837,0.8498898,0.001571367,0.0007243294,0.0004444185,0.01550979,0.0968524,0.03187871],"genre_scores_gemma":[0.0471632,0.007435097,0.7147169,0.00159281,0.0004601603,0.005182521,0.1125422,0.0799568,0.03095023],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03795426,"threshold_uncertainty_score":0.1269696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08576716221629359,"score_gpt":0.3577098248259052,"score_spread":0.2719426626096116,"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."}}