{"id":"W2272319713","doi":"","title":"A comparative cost assessment of electricity outages and generation expansion in Zimbabwe","year":2014,"lang":"en","type":"article","venue":"International Journal of Advanced Research in Management and Social Sciences","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electricity; Quarter (Canadian coin); Agriculture; Total cost; Electricity generation; Operations management; Economic cost; Engineering; Secondary sector of the economy; Agricultural economics; Business; Economics; Geography; Economy; Accounting; Power (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.002208913,0.00004881951,0.0001106139,0.0002243326,0.0001016867,0.00003919347,0.0001939923,0.00002048733,0.00002763284],"category_scores_gemma":[0.00002428286,0.00003938956,0.00001388511,0.0002304573,0.0003961153,0.0003995383,0.0001398261,0.0001330309,5.512612e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372323,"about_ca_system_score_gemma":0.000008638189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005679499,"about_ca_topic_score_gemma":0.0001738988,"domain_scores_codex":[0.9985501,0.0001871295,0.000211047,0.0001215155,0.0007831973,0.0001470113],"domain_scores_gemma":[0.9997212,0.0001004078,0.0001081869,0.00002342419,0.00001861688,0.00002812167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001775243,0.0005558957,0.5645164,0.00002818397,0.00004505401,0.00004142183,0.004479331,0.189822,0.03235745,0.02064727,0.0003551255,0.1869744],"study_design_scores_gemma":[0.0008138154,0.0002517042,0.981491,0.00004576083,0.000002136451,0.000002026364,0.00137623,0.008829159,0.0007770005,0.005199397,0.001143604,0.00006812107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928356,0.00003397558,0.0006275288,0.0009081084,0.0000591479,0.00008996459,4.245849e-7,8.412144e-7,0.005444439],"genre_scores_gemma":[0.9973425,0.0006115296,0.001913763,0.00003802673,0.00003050883,0.000003535066,6.421906e-7,0.000001284985,0.00005823639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4169746,"threshold_uncertainty_score":0.160626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09986071229204405,"score_gpt":0.4439358234868399,"score_spread":0.3440751111947958,"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."}}