{"id":"W3208897215","doi":"","title":"Energy Management Information Systems: Achieving Improved Energy Efficiency: A Handbook for Managers, Engineers and Operational Staff","year":2004,"lang":"en","type":"book","venue":"","topic":"Energy Efficiency and Management","field":"Energy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Energy consumption; Energy management; Efficient energy use; Energy conservation; Deliverable; Energy accounting; Process (computing); Energy engineering; Energy management system; Environmental economics; Operations management; Computer science; Energy (signal processing); Engineering; Systems engineering; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003431786,0.0007796064,0.0006303895,0.0008404436,0.0003993384,0.0004674177,0.0004890152,0.0004408809,0.00006785533],"category_scores_gemma":[0.0000151394,0.0007412047,0.0002275604,0.0001727613,0.000114531,0.0006332029,0.0003170011,0.0001686888,0.00001138787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146827,"about_ca_system_score_gemma":0.0003747499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009415653,"about_ca_topic_score_gemma":0.0002781744,"domain_scores_codex":[0.9969395,0.0000417047,0.0009805118,0.0007244846,0.0006039056,0.0007098795],"domain_scores_gemma":[0.9985825,0.0001087415,0.0003556076,0.0005882547,0.0001750269,0.0001898871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004531975,0.00005673909,4.118244e-8,0.0007867088,0.0003561044,0.000007244541,0.0001504506,0.1567193,0.000008224097,0.8113621,0.01462827,0.01587941],"study_design_scores_gemma":[0.001522765,0.0002384277,6.276874e-7,0.0005044722,0.0002401052,0.000007365163,0.0002168017,0.07953095,0.00005549147,0.001620485,0.91523,0.0008324847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001377689,0.002003029,0.4971366,0.00007219218,0.0006879173,0.000553231,0.00004350697,0.0002713299,0.4992308],"genre_scores_gemma":[0.003467964,0.001475812,0.005054991,0.0008856223,0.0003638442,0.001020945,0.00215959,0.0001226832,0.9854485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9006017,"threshold_uncertainty_score":0.9995039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004448183653935418,"score_gpt":0.182972943963872,"score_spread":0.1785247603099366,"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."}}