{"id":"W2929931522","doi":"","title":"A pathway for the derivation of control-oriented models for radiant floor applications","year":2018,"lang":"en","type":"article","venue":"Espace ÉTS (ETS)","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Office of Energy Research and Development; Natural Resources Canada; Concordia University","keywords":"Control (management); Computer science; Environmental science; Artificial intelligence","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":[0.001260126,0.001345507,0.001133711,0.0008768464,0.0006321839,0.002082082,0.002716458,0.001598137,0.01153844],"category_scores_gemma":[0.003279226,0.0007179713,0.001861997,0.0006132559,0.0006474131,0.001555778,0.001931719,0.002828391,0.003784204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000829579,"about_ca_system_score_gemma":0.001935998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006150977,"about_ca_topic_score_gemma":0.005491701,"domain_scores_codex":[0.9995087,0.0001227313,0.00003871084,0.00004899505,0.0002423901,0.00003841033],"domain_scores_gemma":[0.9992515,0.0001770603,0.00004138032,0.0001855358,0.0003073862,0.00003717322],"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":[0.00006258685,0.0002005127,0.0004238743,0.0002813349,0.00007088969,0.0002446512,0.0001438108,0.4795809,0.007023312,0.4548699,0.006485425,0.05061284],"study_design_scores_gemma":[0.00002231184,0.00002773551,0.0001025557,0.0000793339,0.00001450638,0.00003279127,0.00002470982,0.8110218,0.001834642,0.1672272,0.0195906,0.00002177213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001398509,0.0001351031,0.9893427,0.0002137846,0.00008725539,0.00006700574,0.000230209,0.0004129333,0.008112426],"genre_scores_gemma":[0.1058851,0.0007957237,0.8791005,0.0003163245,0.0001112168,0.0004985104,0.001299571,0.001069853,0.01092318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01153844,"threshold_uncertainty_score":0.03859997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00909314517141188,"score_gpt":0.209668757075236,"score_spread":0.2005756119038241,"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."}}