{"id":"W4386776482","doi":"10.3390/solar3030029","title":"Optimal Sizing and Assessment of Standalone Photovoltaic Systems for Community Health Centers in Mali","year":2023,"lang":"en","type":"article","venue":"Solar","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Photovoltaic system; Electrification; Cost of electricity by source; Sizing; Electricity; Environmental economics; Battery storage; Payback period; Photovoltaics; Battery (electricity); Business; Environmental science; Electricity generation; Engineering; Economics; Electrical engineering; Production (economics); Power (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004390016,0.000859748,0.0005748374,0.0005863732,0.0004034995,0.0011166,0.0004144411,0.0005579808,0.001350664],"category_scores_gemma":[0.0008619645,0.0004305042,0.0005345846,0.0004338078,0.0002438712,0.0003756294,0.0003471061,0.0002591755,0.000134688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125912,"about_ca_system_score_gemma":0.0007619478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009195622,"about_ca_topic_score_gemma":0.01445598,"domain_scores_codex":[0.9998217,0.00006615126,0.000006947785,0.00002123925,0.00004158614,0.00004241836],"domain_scores_gemma":[0.9996346,0.0001824576,0.00005930149,0.00001358601,0.00008160125,0.00002833145],"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":[0.00008374006,0.00004701058,0.003175982,0.00005748146,0.00003107437,0.0001165102,0.00003184901,0.9880364,0.003104347,0.0003200465,0.0001604032,0.004835127],"study_design_scores_gemma":[0.00003330346,0.0002657158,0.005281959,0.00001117602,0.00004657259,0.00003018362,0.0001475211,0.9909135,0.002615805,0.0003012074,0.0003409952,0.00001204936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717402,0.0003096869,0.02074529,0.0001617799,0.00001267206,0.000123745,0.0002122506,0.00008552185,0.006608894],"genre_scores_gemma":[0.9962591,0.00007167939,0.002982897,0.000009732182,0.000001557051,0.00002792962,0.00005002143,0.00000606396,0.0005910384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009195622,"threshold_uncertainty_score":0.0182842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03956181859740463,"score_gpt":0.319730968063029,"score_spread":0.2801691494656243,"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."}}