{"id":"W4404562823","doi":"10.1109/mpe.2024.3481560","title":"Empowering the grid edge to propel decarbonization [Editors’ Voice]","year":2024,"lang":"en","type":"article","venue":"IEEE Power and Energy Magazine","topic":"Spacecraft and Cryogenic Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Grid; Enhanced Data Rates for GSM Evolution; Computer science; Architectural engineering; Environmental science; Telecommunications; Engineering; Geography","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":[0.003174691,0.001307309,0.001114292,0.000653685,0.001827493,0.007655805,0.00237078,0.01816401,0.01148012],"category_scores_gemma":[0.0104598,0.00044161,0.0009916433,0.0007450773,0.001777046,0.004800392,0.001756796,0.0206255,0.00656268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009746598,"about_ca_system_score_gemma":0.003304192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00292125,"about_ca_topic_score_gemma":0.01141972,"domain_scores_codex":[0.9985637,0.0002076247,0.0001160518,0.0001855509,0.0006893841,0.0002377015],"domain_scores_gemma":[0.9949722,0.002090496,0.0003403688,0.0001232573,0.001540116,0.0009334075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001358566,0.00001105883,0.00003748393,0.00009226768,0.00000783556,0.00008056784,0.00003376996,0.00003384961,0.00008310901,0.001152094,0.9860071,0.01244738],"study_design_scores_gemma":[0.00001524433,0.00001725162,0.0002811454,0.0002268133,0.0000150293,0.00006673529,0.0001123367,0.00007578857,0.0001129132,0.00172693,0.9973315,0.00001826217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001815099,0.0152167,0.0004931696,0.3771618,0.5978113,0.00002185938,0.0001012612,0.0001159375,0.008896499],"genre_scores_gemma":[0.002875042,0.02291661,0.0006107236,0.4054431,0.5381088,0.00004256311,0.00009161012,0.0001012546,0.02981029],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01816401,"threshold_uncertainty_score":0.03840482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006302168099451113,"score_gpt":0.2191904036839739,"score_spread":0.2128882355845228,"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."}}