{"id":"W4404495075","doi":"10.1016/j.habitatint.2024.103228","title":"‘Precarious power’: Implicit infrastructures and electricity access in Witsand, Cape Town (South Africa)","year":2024,"lang":"en","type":"article","venue":"Habitat International","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cape; Electricity; Geography; Power (physics); Archaeology; Engineering; Electrical 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":[],"consensus_categories":[],"category_scores_codex":[0.0001930304,0.0001362153,0.0001342424,0.0001987306,0.0001193485,0.0005911958,0.0004338251,0.0001141018,0.000766116],"category_scores_gemma":[0.0001578595,0.0001199418,0.00004998159,0.0003473396,0.0001333049,0.0007146513,0.0001176968,0.0002681451,0.00001336427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001898958,"about_ca_system_score_gemma":0.0001598676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281098,"about_ca_topic_score_gemma":0.002251365,"domain_scores_codex":[0.9986807,0.00004354963,0.000200925,0.0003177071,0.0004501689,0.0003069685],"domain_scores_gemma":[0.9996158,0.0000888426,0.00005105583,0.00008887718,0.00007368713,0.00008170497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001444632,0.00005659883,0.5668052,0.00004361654,0.0001980836,0.0001621743,0.1882822,0.000199203,0.002356661,0.1426878,0.07735628,0.0217077],"study_design_scores_gemma":[0.0004783982,0.00006705776,0.6677418,0.0001040763,0.0000157905,0.00001623979,0.001343768,0.0004005538,0.0004877608,0.06360251,0.2653418,0.000400225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9140035,0.001005937,0.0002417147,0.001889188,0.001348307,0.0001784719,0.00012452,0.00009338307,0.08111501],"genre_scores_gemma":[0.9979391,0.00008753409,0.0001325488,0.0002523855,0.0003211158,0.0000146004,0.00001154844,0.00001204161,0.00122918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1879855,"threshold_uncertainty_score":0.8388433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207520958063492,"score_gpt":0.2939493715440563,"score_spread":0.2818741619634214,"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."}}