{"id":"W4224054712","doi":"10.1596/1813-9450-9976","title":"Roads, Electricity, and Jobs: Evidence of Infrastructure Complementarity in Sub-Saharan Africa","year":2022,"lang":"en","type":"book","venue":"World Bank, Washington, DC eBooks","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Complementarity (molecular biology); Electricity; Economics; Economic geography; Business; Development economics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008655149,0.0006356004,0.0007718289,0.0003481535,0.000286776,0.00006450107,0.0009092493,0.0002407307,0.006202907],"category_scores_gemma":[0.00005755642,0.0006585606,0.0001567036,0.0002456352,0.0005269714,0.0002775298,0.001357904,0.00142375,0.00003885641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00144674,"about_ca_system_score_gemma":0.0001131365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118908,"about_ca_topic_score_gemma":0.008885098,"domain_scores_codex":[0.9961842,0.0002490774,0.0008184654,0.0009118214,0.001058707,0.0007776953],"domain_scores_gemma":[0.998184,0.0003371895,0.0005303055,0.0007140731,0.000006408662,0.0002280691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008424873,0.0005315965,0.09249554,0.0009718951,0.000424265,0.0003379777,0.00605742,0.01799336,0.02751885,0.004145863,0.7748466,0.07383413],"study_design_scores_gemma":[0.0008359443,0.0003115695,0.1256086,0.0006124802,0.000145111,0.00002144521,0.00002482179,0.00007881303,0.002139085,0.01366647,0.8554017,0.001153989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2196561,0.005260126,0.00002322887,0.0002867077,0.0004233286,0.001448142,0.0001552768,0.0001252812,0.7726219],"genre_scores_gemma":[0.6528225,0.001275505,0.0005377244,0.0005998482,0.0001292187,0.00007964956,0.0001368525,0.0001325609,0.3442861],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4331664,"threshold_uncertainty_score":0.9995866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828224943750082,"score_gpt":0.2261429205967715,"score_spread":0.2078606711592707,"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."}}