{"id":"W2953565388","doi":"10.30634/2414-2077.2019.05.04","title":"Product Configuration for Photovoltaic Systems in Developing Countries","year":2019,"lang":"en","type":"article","venue":"International Journal of Green Technology","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photovoltaic system; Backup; Renewable energy; Mains electricity; Focus group; Environmental economics; Electricity; Business; Developing country; Government (linguistics); Product (mathematics); Sample (material); Solar energy; Marketing; Economics; Economic growth; Engineering","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":[0.0002499816,0.00006831663,0.0001234938,0.0001879325,0.00001664251,0.00001557853,0.0003157931,0.0000690987,0.0001700416],"category_scores_gemma":[0.00004890318,0.00005955759,0.00002700416,0.00009426146,0.00006771569,0.0002570908,0.00005085138,0.00009548246,0.00008252146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002987644,"about_ca_system_score_gemma":0.00002185559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001582231,"about_ca_topic_score_gemma":0.00008286736,"domain_scores_codex":[0.9992324,0.00001185969,0.0002941641,0.0001044208,0.0002358708,0.0001213276],"domain_scores_gemma":[0.9996032,0.00003477634,0.0002332664,0.00007749443,0.00003361451,0.00001770837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004294928,0.0001402531,0.7539105,0.00003681717,0.0001692832,0.00008264832,0.0003980173,0.04263904,0.1541725,0.02681467,0.001875376,0.01933143],"study_design_scores_gemma":[0.003612032,0.0006455018,0.22807,0.0003377115,0.00002292172,0.0008004719,0.0004375938,0.00221981,0.1217075,0.01043614,0.6312153,0.0004949939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920526,0.0001133252,0.001891872,0.004499892,0.0006709821,0.0001559497,0.000002582194,0.00001095054,0.0006018775],"genre_scores_gemma":[0.9980927,0.0001065562,0.001044663,0.0002112032,0.00005705434,0.000007447182,0.000002605039,0.000006322107,0.0004714461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6293399,"threshold_uncertainty_score":0.2428688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008931184305072297,"score_gpt":0.2404767499290036,"score_spread":0.2315455656239313,"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."}}