{"id":"W1634848746","doi":"10.15353/joci.v9i4.3147","title":"Increasing Public Participation in Local Government by Means of Mobile Phones: What do South African Youth Think?","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Social capital; The Internet; Mobile phone; Business; Political science; Public relations; Economic growth; Internet privacy; Economics; Engineering; 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":[0.007111225,0.0000979562,0.0002296694,0.00005505121,0.0004076844,0.0003370174,0.0009538654,0.00007077518,0.0001442714],"category_scores_gemma":[0.0003197168,0.00006691504,0.00005832469,0.0003444608,0.0003579562,0.0032005,0.000159076,0.0005231948,0.000008096233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002815706,"about_ca_system_score_gemma":0.0001315942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006563856,"about_ca_topic_score_gemma":0.001550571,"domain_scores_codex":[0.9963062,0.001402074,0.0008292704,0.0000104166,0.001206023,0.0002459857],"domain_scores_gemma":[0.9973659,0.0008769992,0.001137725,0.0002716046,0.0002292052,0.0001185558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002793891,0.0001575504,0.004481189,0.00002373289,0.00002948307,2.244898e-8,0.9846056,0.0002371078,0.00001005885,0.0002668629,0.000190306,0.009970176],"study_design_scores_gemma":[0.0003301643,0.0001269804,0.001404079,0.000102941,0.0000315244,0.000001133604,0.9958524,0.0004870479,0.00007256729,0.0004915833,0.0010265,0.0000731547],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99164,0.0001816536,0.0004164414,0.001036237,0.0001007747,0.0001986376,0.000009787836,0.000007618309,0.006408803],"genre_scores_gemma":[0.9989877,0.0005275385,0.00008355886,0.000347489,0.00002921001,0.000002854418,0.000003348385,0.000004934173,0.00001335034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01124675,"threshold_uncertainty_score":0.9922631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03310184231474227,"score_gpt":0.2808433118668274,"score_spread":0.2477414695520851,"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."}}