{"id":"W2194018697","doi":"10.1109/ias.1992.244407","title":"A case study of the energy consumption of desktop computers","year":2003,"lang":"en","type":"article","venue":"","topic":"Green IT and Sustainability","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Energy consumption; Computer science; Consumption (sociology); Electricity; Software; Operating system; Embedded system; Electrical engineering; Engineering","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":[0.0005038451,0.0004152645,0.0003193613,0.001122724,0.00210852,0.00126623,0.001075151,0.001487372,0.00558181],"category_scores_gemma":[0.002527132,0.0003390481,0.0004742888,0.003258786,0.0009033706,0.001280029,0.0007677473,0.0005608588,0.0006071363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100657,"about_ca_system_score_gemma":0.0005189921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009773635,"about_ca_topic_score_gemma":0.01771092,"domain_scores_codex":[0.9984887,0.0005422042,0.00006709981,0.0002126435,0.0004681922,0.0002211746],"domain_scores_gemma":[0.998284,0.001018959,0.000184231,0.0001762587,0.0002026784,0.0001338325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001391922,0.002937575,0.2727761,0.001711391,0.0002721981,0.247385,0.05621572,0.04165713,0.0372112,0.01955572,0.01492319,0.3039628],"study_design_scores_gemma":[0.0002118559,0.003160312,0.2435684,0.0007195908,0.0003369378,0.1513223,0.2241479,0.06118178,0.08409619,0.01057758,0.2203129,0.0003641697],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790077,0.000285846,0.005158843,0.0002273863,0.00001558454,0.00008042121,0.0001443949,0.00005535429,0.01502435],"genre_scores_gemma":[0.985912,0.0003967481,0.005905593,0.00005833796,0.000009818054,0.00003665348,0.00009497113,0.00003114255,0.007554604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009773635,"threshold_uncertainty_score":0.0194335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587744094150836,"score_gpt":0.2141984607664114,"score_spread":0.1983210198249031,"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."}}