{"id":"W1582896335","doi":"10.2139/ssrn.2791509","title":"From Fossil Fuels to Renewables: The Role of Electricity Storage","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; Université du Québec à Montréal; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Electricity; Renewable energy; Electricity retailing; Stand-alone power system; Fossil fuel; Electricity generation; Electricity system; Natural resource economics; Business; Environmental economics; Industrial organization; Electricity market; Economics; Engineering; Waste management; Distributed generation; Power (physics); Electrical 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":[0.0004197089,0.0004735768,0.0004943642,0.000701678,0.0004077684,0.003886425,0.0007278985,0.001966966,0.01386466],"category_scores_gemma":[0.002917353,0.0002114349,0.0003244059,0.001299148,0.001872318,0.007046795,0.001024757,0.002142829,0.001055435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123479,"about_ca_system_score_gemma":0.001091908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004874827,"about_ca_topic_score_gemma":0.005203095,"domain_scores_codex":[0.9997727,0.00009163734,0.000009284552,0.00004592141,0.00004915108,0.00003136757],"domain_scores_gemma":[0.9989296,0.000684078,0.00009690287,0.00005398783,0.0001348244,0.0001006332],"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":[0.0001575699,0.00007184307,0.002245381,0.000425274,0.00004671606,0.0003638984,0.0001780261,0.01167554,0.000565146,0.8576313,0.03231298,0.09432628],"study_design_scores_gemma":[0.00001674474,0.00003137827,0.001645654,0.000394502,0.00003246024,0.0001867523,0.0004360264,0.008409134,0.0003585103,0.9093688,0.07909128,0.00002883122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0820581,0.46864,0.02052744,0.162966,0.005987426,0.00001658388,0.0008089171,0.0001471245,0.2588485],"genre_scores_gemma":[0.8125659,0.1526908,0.001289121,0.004599018,0.004012068,0.00001037536,0.0001244422,0.00005997235,0.02464825],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01386466,"threshold_uncertainty_score":0.04638195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008469544581658514,"score_gpt":0.1833285596150649,"score_spread":0.1748590150334064,"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."}}