{"id":"W2782254146","doi":"10.1002/wene.282","title":"Diffusion of solar PV in East Africa: What can be learned from private sector delivery models?","year":2018,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Energy and Environment","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Electrification; Photovoltaic system; Photovoltaics; Environmental economics; Rural electrification; General partnership; Grid; Business; Sustainability; Renewable energy; Electricity; Service (business); Marketing; Engineering; Economics; Finance; Electrical engineering; Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003503489,0.0004185148,0.0005717059,0.00007197022,0.0002085144,0.00003581651,0.0003671169,0.0001809231,0.002858302],"category_scores_gemma":[0.00000638781,0.0003466439,0.0001413903,0.0001421655,0.0006598337,0.0007719499,0.001887482,0.0001749323,0.0000903641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002608909,"about_ca_system_score_gemma":0.000004851576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002570542,"about_ca_topic_score_gemma":0.0005497515,"domain_scores_codex":[0.9974916,0.0002425769,0.0006729296,0.000745712,0.0003532966,0.0004939039],"domain_scores_gemma":[0.9987935,0.00004408749,0.0002614261,0.0006464018,0.000001870018,0.0002526887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001209781,0.003034242,0.02121826,0.0001683675,0.0002548569,0.0001301601,0.042234,0.09086237,0.1458137,0.0005518181,0.006273807,0.6882486],"study_design_scores_gemma":[0.006984882,0.004750045,0.1449748,0.005891088,0.000599292,0.00006629919,0.006018195,0.04108031,0.02777989,0.04626996,0.7105128,0.005072428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873152,0.007941303,0.001194,0.000764825,0.0001826824,0.0002293324,0.00002264956,0.00002021404,0.002329841],"genre_scores_gemma":[0.9263179,0.07182209,0.0006936722,0.0004485476,0.0000948372,0.00006140159,0.00005355812,0.00003628824,0.0004717127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.704239,"threshold_uncertainty_score":0.9998986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082083579955119,"score_gpt":0.2349494777892159,"score_spread":0.1941286419896647,"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."}}