{"id":"W3195393775","doi":"","title":"A Methodology to Forecast the Control Capacity and Control Payback of a Population of Thermostatically Controlled Appliances in a Demand-Side Management","year":2021,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Controllability; Payback period; Population; Demand response; Reliability (semiconductor); Control theory (sociology); Control (management); Grid; Estimation; Electric power system; Computer science; Renewable energy; Reliability engineering; Power (physics); Engineering; Electricity; Production (economics); Economics; Mathematics","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":[0.0008786316,0.0005920742,0.0005627627,0.0004920276,0.0002983573,0.0007196373,0.0006666642,0.0007342555,0.00141366],"category_scores_gemma":[0.002498731,0.000307291,0.0004244862,0.000442197,0.0003821935,0.0007482968,0.0003807351,0.0007546638,0.0001380416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008279876,"about_ca_system_score_gemma":0.001126367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007980667,"about_ca_topic_score_gemma":0.005462734,"domain_scores_codex":[0.9997507,0.00005748683,0.00001535306,0.00007073719,0.00007682991,0.00002884564],"domain_scores_gemma":[0.9990937,0.000483301,0.0001709172,0.00003972819,0.0001773294,0.0000350318],"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":[0.00001070466,0.00001071136,0.0003712429,0.00001635133,0.000009276356,0.00001706616,0.00001301211,0.9856797,0.0009359117,0.002923975,0.0001400637,0.009871894],"study_design_scores_gemma":[0.000001739165,0.000009163317,0.0000865646,0.000001509227,0.000001992569,0.000004670938,0.000002096761,0.9989405,0.0001999793,0.00062726,0.0001219449,0.000002567935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01354927,0.00009534941,0.985103,0.00008000996,0.00002842491,0.00003869517,0.00007051897,0.0001113771,0.0009232948],"genre_scores_gemma":[0.8237344,0.0002496895,0.1733633,0.00005217341,0.00006589453,0.0002314182,0.0001787588,0.00002974895,0.002094573],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007980667,"threshold_uncertainty_score":0.01586843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03371946690180831,"score_gpt":0.2730227702661493,"score_spread":0.239303303364341,"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."}}