{"id":"W2771504683","doi":"10.1111/capa.12229","title":"The evolution of citizen and stakeholder engagement in Canada, from Spicer to #Hashtags","year":2017,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legitimacy; Stakeholder engagement; Government (linguistics); Stakeholder; Public relations; Political science; Context (archaeology); Public engagement; Action (physics); Public administration; Sociology; Geography; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008259801,0.000357404,0.0004792904,0.004662473,0.02858513,0.01376959,0.002279194,0.002309324,0.006859414],"category_scores_gemma":[0.0248959,0.00048001,0.0004032232,0.009972026,0.01572428,0.003451755,0.006215231,0.002561487,0.0004579218],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1951626,"about_ca_system_score_gemma":0.1953226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994585,"about_ca_topic_score_gemma":0.997255,"domain_scores_codex":[0.9872772,0.002613239,0.0002300996,0.0009407686,0.005407067,0.003531627],"domain_scores_gemma":[0.9814296,0.005031555,0.001070833,0.0008253843,0.008257524,0.003384948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004054084,0.0001765171,0.1122596,0.0003788806,0.00005830434,0.002478979,0.5332235,0.001313632,0.002894825,0.1390931,0.05115328,0.1565641],"study_design_scores_gemma":[0.00002086901,0.00007572892,0.1374114,0.0002981091,0.00003384463,0.0002779321,0.466057,0.001507977,0.001199292,0.00621902,0.3867023,0.0001965573],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7174623,0.002285928,0.002894726,0.03547374,0.0003066778,0.0002333382,0.0009497159,0.000259718,0.2401339],"genre_scores_gemma":[0.9818053,0.0004695312,0.0006804868,0.001003243,0.00001320764,0.00002897846,0.0001172487,0.00004971031,0.01583229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1951626,"threshold_uncertainty_score":0.9334973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05438152809941701,"score_gpt":0.2782842740077078,"score_spread":0.2239027459082908,"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."}}