{"id":"W2588340529","doi":"10.29173/cais747","title":"Integrated Energy Resource Management Systems: Meeting the Information Needs of Evolving Markets","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Power Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information system; Scheduling (production processes); Energy (signal processing); Information resource; Business; Management information systems; Computer science; Energy management; Operations research; Environmental economics; Engineering management; Knowledge management; Engineering; Operations management; Economics; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003647402,0.0004006061,0.0005069045,0.0009420382,0.001042835,0.006020417,0.001138103,0.001491952,0.006877768],"category_scores_gemma":[0.006827388,0.0003148207,0.000212077,0.001819756,0.001213399,0.007184075,0.002437593,0.001431679,0.001137452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002227771,"about_ca_system_score_gemma":0.003802241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009893868,"about_ca_topic_score_gemma":0.02549615,"domain_scores_codex":[0.9988289,0.0002521075,0.00005210741,0.00009422925,0.0005644567,0.0002080023],"domain_scores_gemma":[0.9975212,0.001152876,0.0001476452,0.0001404272,0.000750529,0.0002872223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001216684,0.000098933,0.00342454,0.0005662928,0.000054393,0.0004276056,0.001206471,0.02358938,0.004267222,0.1187108,0.1165212,0.7310115],"study_design_scores_gemma":[0.00005349792,0.0001456809,0.003734269,0.0005332085,0.00005809471,0.0003944473,0.002395388,0.08235635,0.002468004,0.1779188,0.7298729,0.00006928403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1137226,0.0815022,0.3543284,0.1970182,0.003440618,0.0002975693,0.001077931,0.002813037,0.2457995],"genre_scores_gemma":[0.7135635,0.05697576,0.1655717,0.008195218,0.004495783,0.0001935014,0.001376534,0.0004161882,0.04921189],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009893868,"threshold_uncertainty_score":0.02300847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00797650012137269,"score_gpt":0.1789813223587616,"score_spread":0.1710048222373889,"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."}}