{"id":"W3012284495","doi":"10.4018/ijhisi.2020070102","title":"Doing More Than Asking for Opinions","year":2020,"lang":"en","type":"article","venue":"International Journal of Healthcare Information Systems and Informatics","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Stakeholder; Stakeholder engagement; Citizen journalism; Participatory evaluation; Participatory action research; Knowledge management; Public relations; Sociology; Computer science; Political science; Social science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.001982709,0.0001278281,0.0003137125,0.0003298449,0.0004396214,0.0001284964,0.0003733482,0.0001136161,0.00001527531],"category_scores_gemma":[0.001209588,0.0001063017,0.00007247305,0.0001899162,0.0000399625,0.003350358,0.00009108656,0.0004000094,0.00004017181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177733,"about_ca_system_score_gemma":0.0009512167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001410783,"about_ca_topic_score_gemma":0.000007759321,"domain_scores_codex":[0.9953578,0.0001345365,0.003283672,0.00004947808,0.0008347755,0.0003397807],"domain_scores_gemma":[0.9930981,0.0007704039,0.002903475,0.00009130224,0.002717683,0.0004189931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005027548,0.00001938976,0.03419188,0.007415475,0.0002463383,0.000003443867,0.7043548,0.001463432,0.00001995198,0.1065761,0.08195876,0.06324775],"study_design_scores_gemma":[0.001524476,0.0001851613,0.001797144,0.0004635087,0.000006700548,0.00005319132,0.07959311,0.007726553,0.000005623278,0.00004234967,0.9084942,0.0001080119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0857209,0.0002243097,0.5498698,0.3379977,0.01301998,0.004142035,0.001750908,0.0001555419,0.007118885],"genre_scores_gemma":[0.9353753,0.0001539314,0.01196392,0.05104594,0.001291792,0.00006460462,0.00007615557,0.000009900014,0.00001848013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8496544,"threshold_uncertainty_score":0.4334859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3382107553786962,"score_gpt":0.5955665980653929,"score_spread":0.2573558426866968,"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."}}