{"id":"W1583518026","doi":"10.15353/joci.v9i4.3140","title":"Exploring eParticipation in the city of Cape Town","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sanitation; Cape; Transactional leadership; Business; Information and Communications Technology; Environmental planning; Public relations; Geography; Engineering; Political science; World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006215222,0.00003964015,0.00009599989,0.00004275578,0.0003439158,0.00006460915,0.0009018029,0.00002203413,0.0001243172],"category_scores_gemma":[0.0002925936,0.00002115782,0.00003256374,0.000230015,0.0001431729,0.001549526,0.00006339652,0.0003941492,0.000005147732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003821729,"about_ca_system_score_gemma":0.00005538018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008335854,"about_ca_topic_score_gemma":0.002786797,"domain_scores_codex":[0.9982029,0.0007450564,0.0004466689,0.000002741965,0.0004918946,0.000110707],"domain_scores_gemma":[0.9980562,0.001072315,0.0004931162,0.0001827315,0.000168604,0.00002707187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007064952,0.00004751455,0.006140395,0.00001260614,0.000009636699,1.652943e-8,0.9883744,0.00007102173,0.000007389443,0.001802355,0.0003667327,0.003160874],"study_design_scores_gemma":[0.0001328732,0.00006075376,0.05611986,0.00003036145,0.0000143283,0.000001321298,0.9378571,0.0001032213,0.00007294446,0.00235441,0.003222146,0.00003069464],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678439,0.00001643502,0.00003745712,0.003865562,0.00007590609,0.00009045772,4.831625e-7,0.000002486759,0.02806725],"genre_scores_gemma":[0.9992373,0.0001995458,0.00005039981,0.000453109,0.00004109825,0.000002111738,3.604717e-7,0.000001137332,0.00001493446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05051731,"threshold_uncertainty_score":0.9982677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2254168500754986,"score_gpt":0.3425482343138691,"score_spread":0.1171313842383705,"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."}}