{"id":"W4376505058","doi":"10.22541/essoar.168394786.65090086/v1","title":"Comparative Analysis of Residential Solar Farm with Energy Storage between the USA and Nigeria","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photovoltaic system; Environmental economics; Electricity; Energy storage; Solar energy; Solar power; Business; Environmental science; Agricultural economics; Engineering; Power (physics); Economics; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002735547,0.0001983112,0.0002916207,0.0004450396,0.0004035893,0.0006619819,0.0001758354,0.0002517884,0.002422304],"category_scores_gemma":[0.0005577504,0.0001295135,0.0002839272,0.001047568,0.0002136919,0.0004874251,0.0001784121,0.0001356961,0.0001920077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007736978,"about_ca_system_score_gemma":0.0004767946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0248557,"about_ca_topic_score_gemma":0.0725573,"domain_scores_codex":[0.9998272,0.00005550538,0.00001101954,0.00001947135,0.00005187247,0.00003498378],"domain_scores_gemma":[0.9995766,0.0001905362,0.00004150965,0.0000176794,0.0001550513,0.00001870218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004813631,0.0009913737,0.4223926,0.001325741,0.0003725989,0.006943074,0.001081477,0.3986591,0.0574497,0.01199085,0.003530083,0.09044987],"study_design_scores_gemma":[0.0002397411,0.002709076,0.6403071,0.0002205574,0.0005074787,0.001343143,0.01095966,0.2941081,0.03783788,0.002323153,0.009355947,0.00008810042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921091,0.0001174094,0.0003453067,0.00002774625,0.000002674541,0.00001839878,0.0001671587,0.000009949205,0.007202166],"genre_scores_gemma":[0.9988042,0.0001095077,0.0002326095,0.00000379098,9.053533e-7,0.000005311216,0.0001023681,0.000002876373,0.0007384105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0248557,"threshold_uncertainty_score":0.04942203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167075649452194,"score_gpt":0.2625655177952226,"score_spread":0.2308947613007007,"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."}}