{"id":"W3192810220","doi":"10.1111/padm.12777","title":"Usability of transparency portals: Examination of perceptions of journalists as information seekers","year":2021,"lang":"en","type":"article","venue":"Public Administration","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Irish Research Council; Queen's University Belfast","keywords":"Transparency (behavior); Credibility; Usability; Democracy; Perception; Politics; Internet privacy; Public relations; Corporate governance; Business; Open data; Political science; Computer science; Law; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02232243,0.000280821,0.0006588362,0.002502762,0.002670252,0.007056672,0.0006490425,0.001559105,0.002361365],"category_scores_gemma":[0.08497708,0.0004744285,0.00054532,0.00146079,0.002718881,0.004039213,0.003661373,0.001509725,0.0004413432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182495,"about_ca_system_score_gemma":0.001811451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003568782,"about_ca_topic_score_gemma":0.002684968,"domain_scores_codex":[0.9762456,0.01646948,0.001414667,0.000803064,0.003809473,0.001257617],"domain_scores_gemma":[0.8292187,0.1264539,0.0229088,0.003979735,0.01068138,0.00675744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000418717,0.0005811438,0.3461891,0.0005427265,0.00009732063,0.000667466,0.6229032,0.0001139312,0.002731014,0.0009990059,0.001415508,0.02334072],"study_design_scores_gemma":[0.00007264823,0.00115522,0.2263199,0.000421157,0.00008228058,0.0007102168,0.7576286,0.0009020949,0.0009029848,0.0005957549,0.01110352,0.0001057136],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957297,0.0001736611,0.0002830716,0.0004785148,0.0000131109,0.00004820841,0.00003670452,0.00001092216,0.003226107],"genre_scores_gemma":[0.9987124,0.0001770152,0.0003749361,0.0002176283,0.00002161849,0.00004733139,0.00003627504,0.000008677023,0.000404121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02232243,"threshold_uncertainty_score":0.1180537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837010437137608,"score_gpt":0.3231353179263385,"score_spread":0.2947652135549624,"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."}}