{"id":"W1988327265","doi":"10.1109/ccece.2012.6335047","title":"Optimization and a comparison between renewable and non-renewable energy systems for a telecommunication site","year":2012,"lang":"en","type":"article","venue":"","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Renewable energy; Diesel generator; Hybrid system; Hybrid power; Electric power system; Automotive engineering; Computer science; Engineering; Electrical engineering; Power (physics); Diesel fuel","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004478206,0.0004537055,0.0005413781,0.0004664635,0.0002910466,0.0006341729,0.0002740285,0.0003249525,0.003219935],"category_scores_gemma":[0.0007366296,0.0001643324,0.0005455259,0.0006067768,0.000137118,0.0003651802,0.0002028341,0.0002289815,0.0002295535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00071996,"about_ca_system_score_gemma":0.000462232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008406337,"about_ca_topic_score_gemma":0.01406878,"domain_scores_codex":[0.9997362,0.0001058808,0.00001324237,0.00002563683,0.00008999636,0.00002903588],"domain_scores_gemma":[0.9997658,0.0001390008,0.00002054945,0.00001818706,0.00004663935,0.000009869468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001434815,0.0001071867,0.001359898,0.0001065452,0.00004959511,0.00005191013,0.00001468601,0.9714652,0.00356976,0.001121573,0.0003621391,0.02164794],"study_design_scores_gemma":[0.00005319567,0.0004544624,0.006000095,0.000007975307,0.00006150588,0.00003214039,0.00006068426,0.9877421,0.003721987,0.0006613799,0.001189879,0.00001468192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8448513,0.001269308,0.1068518,0.0003907006,0.00007237678,0.0002343993,0.0004801454,0.000507198,0.04534256],"genre_scores_gemma":[0.9887911,0.0001513223,0.008417859,0.00001703784,0.000005318571,0.00004692456,0.0001258437,0.00003325797,0.002411296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008406337,"threshold_uncertainty_score":0.01671481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397447337421625,"score_gpt":0.2578249483705367,"score_spread":0.2338504749963204,"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."}}