{"id":"W2752650382","doi":"","title":"Electricity in Eastern Africa: The Case for Mini Hydro","year":2017,"lang":"en","type":"article","venue":"Policy notes & Policy briefs","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydroelectricity; Electrification; Quarter (Canadian coin); Electricity; Work (physics); Renewable energy; Natural resource economics; Grid; Rural electrification; Geography; Production (economics); Agriculture; Water resource management; Business; Economics; Environmental science; Engineering; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001081284,0.0002367756,0.0002712917,0.0003511929,0.00255776,0.0008800329,0.001361414,0.0001161375,0.0000175668],"category_scores_gemma":[0.00242427,0.0001967791,0.0001775114,0.0004510322,0.0007914523,0.0002812332,0.0002118228,0.0002043477,0.00006450884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003800869,"about_ca_system_score_gemma":0.0004602592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4835427,"about_ca_topic_score_gemma":0.1279582,"domain_scores_codex":[0.9974963,0.0002414571,0.0003306872,0.0003977754,0.0003285516,0.001205223],"domain_scores_gemma":[0.9981644,0.0004592721,0.0002117177,0.0008973891,0.0000553698,0.0002119008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002137429,0.0004783545,0.02923591,0.0001527033,0.0002162364,0.0005842481,0.2945075,0.0001620693,0.0001941985,0.4715626,0.006324134,0.1963683],"study_design_scores_gemma":[0.001176363,0.00009076374,0.01333529,0.00002768615,0.00004216808,0.00003370992,0.000953043,0.0005056715,0.0002238661,0.03192168,0.9512488,0.0004410158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6537227,0.0001090345,0.0004712441,0.2654177,0.0001501107,0.001804329,0.00008892719,0.0001493952,0.07808652],"genre_scores_gemma":[0.9912555,0.00002732616,0.0001115356,0.00246941,0.002120828,0.0001610918,0.000002183368,0.00003607937,0.0038161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9449246,"threshold_uncertainty_score":0.9987408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06601798500499448,"score_gpt":0.3655366090071535,"score_spread":0.299518624002159,"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."}}