{"id":"W2163539772","doi":"10.1111/capa.12053","title":"Responding to the “<scp>N</scp>ew<scp>P</scp>ublic”: The arrival of strategic communications and managed participation in<scp>A</scp>lberta","year":2014,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Political science; Transparency (behavior); Context (archaeology); Government (linguistics); Democracy; Strategic communication; Humanities; Public administration; Public relations; Politics; Law; Art; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005541775,0.0002733217,0.0002979911,0.001020758,0.002182562,0.001434439,0.001712693,0.0002970561,0.00003644376],"category_scores_gemma":[0.02080988,0.0002317334,0.00009283775,0.003108094,0.001081712,0.0009202845,0.0001384021,0.0006087278,0.00004653167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003095017,"about_ca_system_score_gemma":0.004624899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01756784,"about_ca_topic_score_gemma":0.7961172,"domain_scores_codex":[0.994813,0.001902874,0.0007526874,0.0004993044,0.0008430855,0.001189086],"domain_scores_gemma":[0.9909642,0.005826374,0.0003666398,0.001168843,0.0004128452,0.001261111],"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":[0.000001598339,0.0000836667,0.004124766,0.00001899666,0.00003349606,0.000003263616,0.01109812,0.000007698567,0.00009560828,0.9683711,0.01408157,0.002080115],"study_design_scores_gemma":[0.0003682059,0.0002508057,0.02442629,0.00003262838,0.00002702967,0.000006414937,0.04964687,0.002479479,0.0001190258,0.007810928,0.9147656,0.00006670152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6920176,0.0001724469,0.0002836855,0.112136,0.0002413886,0.001333905,0.0001356343,0.00007086184,0.1936085],"genre_scores_gemma":[0.9892608,0.0001059426,0.00009123153,0.001458226,0.0003370115,0.0002804722,0.0001627,0.00002694415,0.008276684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9605602,"threshold_uncertainty_score":0.9996021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022490463691785,"score_gpt":0.3786599730942629,"score_spread":0.2764109267250843,"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."}}