{"id":"W2076360997","doi":"10.5539/mas.v3n5p158","title":"Prospective of Energy Efficiency Practice, Indicator and Power Supplies Efficiency","year":2009,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Energy Efficiency and Management","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Efficient energy use; Power (physics); Environmental science; Energy (signal processing); Statistics; Mathematics; Electrical engineering; Thermodynamics; Physics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.007393884,0.0002826785,0.0003225223,0.003586573,0.001054136,0.004435106,0.0006524076,0.0005656187,0.007488579],"category_scores_gemma":[0.02431518,0.0002300123,0.0003625631,0.006948255,0.001710491,0.003885636,0.001832957,0.0009900352,0.001499732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004254261,"about_ca_system_score_gemma":0.005865625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006656608,"about_ca_topic_score_gemma":0.007175907,"domain_scores_codex":[0.9938689,0.002126362,0.0006218451,0.0005651178,0.002438218,0.0003796108],"domain_scores_gemma":[0.9740577,0.007904522,0.003978543,0.001582804,0.01034911,0.00212739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001397864,0.0004626838,0.7040777,0.0002593084,0.00005369453,0.0001311514,0.003388675,0.001505176,0.0004617618,0.07841698,0.00917418,0.2019289],"study_design_scores_gemma":[0.00001084872,0.0002685401,0.9073217,0.0003260354,0.00003974958,0.0003275737,0.01177732,0.003452683,0.001067289,0.01268415,0.06268525,0.00003891073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6452469,0.003749601,0.01506635,0.008902218,0.0002572526,0.0002744309,0.002197159,0.0003706063,0.3239356],"genre_scores_gemma":[0.9841792,0.0006786872,0.003208883,0.0001379092,0.00004111493,0.00006534299,0.0004689237,0.00002947574,0.01119052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007488579,"threshold_uncertainty_score":0.03910303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004910487216282632,"score_gpt":0.228892780331228,"score_spread":0.2239822931149453,"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."}}