{"id":"W3171302313","doi":"10.21428/bf6fb269.8b56b095","title":"Design Aspirations for Energy Autarkic Information Systems in a Future with Limits","year":2021,"lang":"en","type":"article","venue":"","topic":"Green IT and Sustainability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sustainability; Set (abstract data type); Energy system; Energy (signal processing); Renewable energy; Value (mathematics); Environmental economics; Economic system; Economics; Business; Computer science; Ecology; Mathematics","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":[0.005930383,0.0004601526,0.000276435,0.001350619,0.004403763,0.009829945,0.00123531,0.002050953,0.002889474],"category_scores_gemma":[0.008618069,0.0004823106,0.0005464082,0.0008966386,0.01539851,0.01168457,0.006779945,0.002305276,0.0009262657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004506501,"about_ca_system_score_gemma":0.00327076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001829642,"about_ca_topic_score_gemma":0.002037793,"domain_scores_codex":[0.9941339,0.002707011,0.0004989469,0.0005810735,0.001580436,0.0004986448],"domain_scores_gemma":[0.9953709,0.001626256,0.0004071072,0.0009838227,0.000943372,0.0006685048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001225407,0.00002865132,0.0006665394,0.00005486915,0.000005132957,0.0001127996,0.01018717,0.001046306,0.0008709644,0.978645,0.000633145,0.007737097],"study_design_scores_gemma":[0.00002078612,0.00009550404,0.0007133136,0.0001721292,0.00001373424,0.0004433193,0.01506876,0.007185072,0.002597777,0.8520756,0.1215643,0.00004972459],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2186532,0.001647035,0.3703867,0.020627,0.0002103997,0.0004427886,0.00009491917,0.0006343682,0.3873035],"genre_scores_gemma":[0.9054887,0.0006486444,0.0772272,0.000532632,0.00002737351,0.0003685049,0.00006472629,0.000125682,0.01551649],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009829945,"threshold_uncertainty_score":0.03269708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229371708434823,"score_gpt":0.1838948148198142,"score_spread":0.1716010977354659,"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."}}