{"id":"W4313238501","doi":"10.31468/dwr.979","title":"User Experience and Digital Government: Exploring a Practice-Based Participatory Approach to Identify Research Opportunities","year":2022,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Timeline; General partnership; Participatory action research; Government (linguistics); Citizen journalism; Knowledge management; Work (physics); Public relations; Relation (database); Process (computing); Digital government; Participatory design; Process management; Political science; Sociology; Engineering; Computer science; Digital transformation; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.05763784,0.0009267742,0.0009186596,0.005266984,0.01649273,0.01691392,0.003897789,0.005386772,0.003956159],"category_scores_gemma":[0.04138133,0.00115073,0.0009645224,0.003782705,0.03126847,0.01487595,0.0183528,0.00445226,0.0005033989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006706878,"about_ca_system_score_gemma":0.006927709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003126475,"about_ca_topic_score_gemma":0.003722706,"domain_scores_codex":[0.8684275,0.1184823,0.001513437,0.003291643,0.00442667,0.003858411],"domain_scores_gemma":[0.9337034,0.05511674,0.002402084,0.003799473,0.002562061,0.002416192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003237937,0.0001050217,0.001569122,0.0001055925,0.000009432249,0.0007932371,0.9656984,0.0001690327,0.0005283554,0.02087754,0.0003328847,0.009778894],"study_design_scores_gemma":[0.0000281956,0.0001612644,0.0006535089,0.0002397728,0.00001181039,0.0008812117,0.9548571,0.0008825489,0.0005201678,0.01330611,0.02842601,0.00003243579],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7905919,0.001634136,0.1206203,0.01715446,0.0002891716,0.001868299,0.00008747465,0.0001800413,0.06757425],"genre_scores_gemma":[0.9811755,0.0003517278,0.01381221,0.0004966165,0.0000269165,0.0006493168,0.00001890099,0.00003762483,0.003431137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05763784,"threshold_uncertainty_score":0.3048217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5394336500883182,"score_gpt":0.4591695067724382,"score_spread":0.08026414331588,"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."}}