{"id":"W3178710267","doi":"10.3390/su13147754","title":"Solar Home Systems in South Asia: Examining Adoption, Energy Consumption, and Social Practices","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Intersectionality; Ethnic group; Renewable energy; Sociology; Consumption (sociology); Function (biology); Economic growth; Marketing; Business; Social science; Economics; Gender studies; Engineering","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":[0.004221206,0.0002806634,0.0006443458,0.00410396,0.000644573,0.001878226,0.0003852761,0.0003003342,0.001710469],"category_scores_gemma":[0.008204853,0.000246153,0.0006256042,0.0101022,0.001198559,0.002137675,0.001828059,0.0004874278,0.00009946257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508051,"about_ca_system_score_gemma":0.003715744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0127765,"about_ca_topic_score_gemma":0.02334885,"domain_scores_codex":[0.9980631,0.0008412162,0.0003572722,0.0001756211,0.0004742436,0.00008846877],"domain_scores_gemma":[0.9908908,0.005426744,0.00236792,0.000192668,0.0009771442,0.0001448003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001105121,0.0001018543,0.4886376,0.04942258,0.001154863,0.001116317,0.1616586,0.0003525293,0.001496363,0.003678355,0.00117202,0.2910984],"study_design_scores_gemma":[0.00001791676,0.0003599478,0.7128063,0.02515601,0.001323068,0.001001223,0.214447,0.0002711007,0.00116225,0.0008772428,0.04252586,0.00005207472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8682824,0.1211471,0.000671621,0.001218385,0.00005212762,0.000110085,0.0006316035,0.000007890421,0.007878719],"genre_scores_gemma":[0.8884826,0.1090789,0.001119385,0.0002964847,0.00001910939,0.0001258842,0.0002981944,0.000006227878,0.00057322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127765,"threshold_uncertainty_score":0.02540427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160205929632811,"score_gpt":0.2519554710141539,"score_spread":0.2303534117178258,"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."}}