{"id":"W4220926662","doi":"10.18280/ejee.240105","title":"Energy Optimization of a Purely Renewable Autonomous Micro-Grid to Supply a Tourist Region","year":2022,"lang":"en","type":"article","venue":"European Journal of Electrical Engineering","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Sizing; Electrification; Grid; Environmental economics; Fossil fuel; Work (physics); Micro hydro; Energy supply; Sustainability; Tourism; Electricity; Cost of electricity by source; Computer science; Energy (signal processing); Engineering; Electricity generation; Electrical engineering; Power (physics); Mechanical engineering; Waste management; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007438275,0.0002315959,0.0004628052,0.0006838838,0.0001030404,0.0000396636,0.0005717329,0.00002729571,0.00007827786],"category_scores_gemma":[0.0002128661,0.0002382494,0.0002197577,0.001146985,0.00001122754,0.0001211562,0.0001430214,0.0003310552,0.000003152895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004042975,"about_ca_system_score_gemma":0.0001294602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004069372,"about_ca_topic_score_gemma":0.00000613608,"domain_scores_codex":[0.9974505,0.0004068035,0.001000835,0.0002333578,0.0004793956,0.0004291145],"domain_scores_gemma":[0.9987178,0.00009654422,0.0004673038,0.0002787283,0.0001672414,0.0002724068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001048623,0.00007481013,0.00001604092,0.00001240492,0.00008240224,0.0006209839,0.00009506385,0.9546211,0.03512646,0.0003685915,0.006196496,0.002680833],"study_design_scores_gemma":[0.001656761,0.002226142,0.0001189307,0.0001468521,0.00008417862,0.003254533,0.00005016505,0.3721294,0.0410545,0.00001348078,0.5786276,0.0006373848],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05984678,0.003178069,0.921043,0.0007044802,0.002597673,0.0001997134,0.00001195188,0.0002326,0.01218572],"genre_scores_gemma":[0.9862671,0.00006082324,0.01083471,0.0001178157,0.0008560883,0.000007001891,0.000009784833,0.0001353745,0.001711299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9264203,"threshold_uncertainty_score":0.9715528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006529570699676079,"score_gpt":0.1732423695013149,"score_spread":0.1667127988016388,"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."}}