{"id":"W2987503306","doi":"10.1088/1755-1315/352/1/012050","title":"Energy Flexibility for an Institutional Building with Integrated Solar System: Case Study Analysis","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Flexibility (engineering); Thermal energy storage; Renewable energy; Slab; Computer science; Environmental science; Simulation; Civil engineering; Engineering; Structural engineering","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":[0.0006686606,0.0006404342,0.0005001299,0.0009192668,0.0006234635,0.000831642,0.0009722614,0.001049281,0.002998724],"category_scores_gemma":[0.0008304382,0.000263289,0.0009609149,0.001216555,0.0005741037,0.0005547701,0.000630387,0.00069176,0.0002206731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493225,"about_ca_system_score_gemma":0.0004483344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02342944,"about_ca_topic_score_gemma":0.02688007,"domain_scores_codex":[0.9996967,0.0001260976,0.00001328215,0.00003482447,0.00005432364,0.00007484625],"domain_scores_gemma":[0.9991524,0.0005559645,0.00005841196,0.00007698469,0.00008784384,0.00006835417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003443861,0.0007708867,0.02514628,0.00015329,0.0001094995,0.00294465,0.000157125,0.9540562,0.002625355,0.002761347,0.0007394984,0.01019143],"study_design_scores_gemma":[0.00007991766,0.0005472872,0.02093871,0.00001460705,0.00007833463,0.0002847736,0.0007644867,0.9719179,0.003312607,0.001124808,0.0008962743,0.00004015934],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944891,0.00005691481,0.002455632,0.00005772437,0.000004598754,0.00003386076,0.000263868,0.00003988046,0.002598458],"genre_scores_gemma":[0.9986823,0.00002895687,0.0007523327,0.000002889526,0.000001993283,0.00001058197,0.00006680866,0.000004106077,0.000449955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02342944,"threshold_uncertainty_score":0.04658616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176948938725842,"score_gpt":0.2022892236147932,"score_spread":0.1905197342275348,"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."}}