{"id":"W2546152753","doi":"10.1109/redec.2014.7038525","title":"Technical feasibility study of solar-pumped hydro storage in Lebanon","year":2014,"lang":"en","type":"article","venue":"","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et Services Sociaux de la Gaspésie","funders":"","keywords":"Hydroelectricity; Energy storage; Pumped-storage hydroelectricity; Photovoltaic system; Water storage; Environmental science; Solar energy; Renewable energy; Marine engineering; Water reservoir; Engineering; Electric potential energy; Petroleum engineering; Environmental engineering; Civil engineering; Energy (signal processing); Electrical engineering; Mechanical engineering; Distributed generation; Power (physics); Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00127581,0.0002038699,0.0005405982,0.0001739142,0.00003699539,0.00001615408,0.0003766434,0.0001382172,0.0002308554],"category_scores_gemma":[0.0002960316,0.0001721447,0.00008192549,0.0003984564,0.00005324481,0.0001064945,0.000136368,0.0001822383,0.00004152726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831489,"about_ca_system_score_gemma":0.00004144653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03031164,"about_ca_topic_score_gemma":0.0984427,"domain_scores_codex":[0.9974751,0.0005943606,0.000708347,0.0004877038,0.0004029033,0.0003316114],"domain_scores_gemma":[0.9985111,0.0001707401,0.00013418,0.001026665,0.00005629406,0.0001010609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004511993,0.01280566,0.3998172,0.000243046,0.0001458345,0.0001051198,0.001701734,0.3684973,0.1883679,0.0140248,0.001745503,0.01209464],"study_design_scores_gemma":[0.0328832,0.008430815,0.5589441,0.0003715998,0.0002073809,0.0001069939,0.006781892,0.1592551,0.1829439,0.004479166,0.04161694,0.003978827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.922287,0.00001346618,0.001417338,0.0000268623,0.0002036009,0.0003628913,8.956659e-7,0.0001672628,0.07552066],"genre_scores_gemma":[0.9970228,8.788867e-7,0.0002301888,0.00002700319,0.00008683601,0.00004295451,0.000004261854,0.00003317355,0.00255192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2092422,"threshold_uncertainty_score":0.9761456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02073054429872227,"score_gpt":0.2621362788420144,"score_spread":0.2414057345432921,"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."}}