{"id":"W4225133283","doi":"10.1080/02723638.2022.2049096","title":"On data cultures and the prehistories of smart urbanism in “Africa’s Digital City”","year":2022,"lang":"en","type":"article","venue":"Urban Geography","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University of the Witwatersrand, Johannesburg; National Research Foundation","keywords":"Urbanism; Context (archaeology); Sociology; Openness to experience; Smart city; Data sharing; Meaning (existential); Political science; Political economy; Geography; Epistemology; Internet privacy; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003829415,0.0003562823,0.0001623962,0.002224515,0.009456354,0.005962451,0.0004618407,0.0009255476,0.002698094],"category_scores_gemma":[0.004792217,0.0002856345,0.0001339051,0.002125064,0.0491786,0.009388429,0.005193193,0.00249766,0.0001663094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00788197,"about_ca_system_score_gemma":0.002981831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01496823,"about_ca_topic_score_gemma":0.02151003,"domain_scores_codex":[0.9977767,0.001479072,0.00006472279,0.0001923859,0.0001895209,0.0002976541],"domain_scores_gemma":[0.9971479,0.001894524,0.000334354,0.0002799732,0.0001933016,0.0001499655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001490815,0.00000622479,0.001121315,0.00003641018,0.000001732062,0.0002453611,0.2478553,0.000120422,0.0002173017,0.7425624,0.0009816635,0.006836982],"study_design_scores_gemma":[0.00001068955,0.00003909359,0.006699163,0.0006333352,0.00001097937,0.0006589586,0.4937692,0.0007409846,0.001382705,0.2001613,0.2958457,0.00004793388],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6385788,0.007385537,0.01305785,0.04080336,0.0002921302,0.00007657327,0.0001551685,0.00003631367,0.2996142],"genre_scores_gemma":[0.9954821,0.001177262,0.0006982971,0.0003381067,0.00002242396,0.00001753407,0.00001222421,0.00001433206,0.002237736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01496823,"threshold_uncertainty_score":0.05718797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174105324921019,"score_gpt":0.182142530177495,"score_spread":0.1704014769282848,"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."}}