{"id":"W2279959162","doi":"10.2172/814555","title":"Spinning Reserves from Controllable Packaged Through the Wall Air Conditioner (PTAC) Units","year":2003,"lang":"en","type":"report","venue":"","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Petroleum Technology Alliance Canada; Oak Ridge National Laboratory; New York State Energy Research and Development Authority; Office of Energy Efficiency and Renewable Energy; U.S. Department of Energy; Department of Water Resources; California Energy Commission","keywords":"HVAC; Spinning; Environmental science; Air conditioning; Thermostat; Automotive engineering; Controller (irrigation); Computer science; Engineering; Electrical engineering; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005627699,0.0006056836,0.0007104309,0.000118967,0.000218763,0.0001389733,0.0005482328,0.0003950225,0.002163553],"category_scores_gemma":[0.0002664316,0.0004422869,0.0001691846,0.0005183709,0.00007882014,0.0002421005,0.0001351459,0.0007256281,0.0002731637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004693915,"about_ca_system_score_gemma":0.000204098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005195578,"about_ca_topic_score_gemma":0.0008721175,"domain_scores_codex":[0.9971328,0.0001339865,0.0006838391,0.0004908791,0.0009543634,0.0006040965],"domain_scores_gemma":[0.9978876,0.0002541972,0.0001590162,0.001234954,0.000379217,0.00008502468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004196308,0.00001253074,0.0001521903,0.0001028805,0.001052406,0.00005490238,0.0001043218,0.1648399,0.00005126406,0.001125487,0.8323928,0.000107061],"study_design_scores_gemma":[0.0005907513,0.00001748141,0.001086322,0.0001714959,0.0002254594,0.000006173643,0.000212358,0.002548108,0.00061843,0.0005594889,0.9933797,0.0005842489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003082033,0.006192784,0.007044334,0.0006754224,0.005570955,0.0007076382,0.0001305729,0.001178,0.9754183],"genre_scores_gemma":[0.4786117,0.01427779,0.004250817,0.00399238,0.004477919,0.001231024,0.005467223,0.001256933,0.4864343],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.488984,"threshold_uncertainty_score":0.9998029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04461198930811242,"score_gpt":0.2465836461148616,"score_spread":0.2019716568067491,"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."}}