{"id":"W2017402747","doi":"10.1287/isre.1110.0386","title":"Advancing Public Trust Relationships in Electronic Government: The Singapore E-Filing Journey","year":2011,"lang":"en","type":"article","venue":"Information Systems Research","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Bureaucracy; Maturity (psychological); Government (linguistics); Politics; Construct (python library); Public relations; Business; Knowledge management; Computer science; Political science; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01975545,0.00008425229,0.0001102896,0.0002123018,0.001519975,0.0007544102,0.0006547191,0.0001277974,0.0001974662],"category_scores_gemma":[0.001603941,0.0000651164,0.00003641896,0.001315779,0.00017927,0.004189061,0.00009946281,0.0008114765,0.0002067854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001320872,"about_ca_system_score_gemma":0.0005318841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007989271,"about_ca_topic_score_gemma":0.009228615,"domain_scores_codex":[0.9948674,0.001239843,0.0005239539,0.0001126827,0.002432448,0.000823658],"domain_scores_gemma":[0.9985409,0.0006034712,0.0002090965,0.0002545486,0.0002599765,0.0001320425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002877527,0.0000387076,0.116207,0.00006435963,0.0000210446,0.00000115809,0.1616674,0.00005017256,0.000006996348,0.7145128,0.002417712,0.004983918],"study_design_scores_gemma":[0.0002473647,0.00002964021,0.009317742,0.0000638851,0.000001957,0.000002226551,0.4114529,0.001926309,0.00001593993,0.001055349,0.5757748,0.0001118462],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2652072,0.0004257911,0.0001941561,0.003908322,0.0003661658,0.0009530194,0.000008689854,0.00007418809,0.7288625],"genre_scores_gemma":[0.9983903,0.0001648834,0.00001985998,0.00006543884,0.0001652295,0.00008432321,0.000008570586,0.000006510151,0.001094857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7331831,"threshold_uncertainty_score":0.9997799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1761384389237654,"score_gpt":0.3667903018683923,"score_spread":0.1906518629446269,"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."}}