{"id":"W4389148870","doi":"10.1111/capa.12545","title":"Deliberating with purpose: Deliberative civic engagement for health policy","year":2023,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Deliberation; Civic engagement; Deliberative democracy; Situational ethics; Public engagement; Public relations; Presumption; Political science; Nova scotia; Community engagement; Sociology; Public administration; Politics; Law; Democracy","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002598087,0.0001662758,0.0001784194,0.0007767349,0.003137198,0.0009600808,0.0003300569,0.0001212663,0.0001922462],"category_scores_gemma":[0.001617432,0.0001701205,0.00005531308,0.001999401,0.0002416061,0.0007311075,0.00001781907,0.0002027136,0.00006264207],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009586655,"about_ca_system_score_gemma":0.04890123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02386674,"about_ca_topic_score_gemma":0.8655298,"domain_scores_codex":[0.9970503,0.000400301,0.0003510939,0.0003822552,0.0005362684,0.001279797],"domain_scores_gemma":[0.9973484,0.0002614594,0.0001405007,0.0002272083,0.0004083422,0.001614138],"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":[0.000011642,0.00002427202,0.0001695217,0.00002090423,0.00002348887,0.0000113311,0.002717214,0.000003105772,0.000007721321,0.9348382,0.04221393,0.01995861],"study_design_scores_gemma":[0.0003581763,0.00036866,0.0005411928,0.00001560583,0.00000302955,0.000004860851,0.004508494,0.0004867194,0.00003271428,0.002413642,0.9910518,0.0002151329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01482144,0.00002702923,0.003410549,0.9393982,0.0001627985,0.001987205,0.0003817825,0.0003396902,0.03947129],"genre_scores_gemma":[0.9817239,0.00003082727,0.0007873021,0.005478073,0.0008116386,0.0005155301,0.0006065975,0.00002634636,0.0100198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9669024,"threshold_uncertainty_score":0.9981606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120030859343415,"score_gpt":0.4459671572002674,"score_spread":0.3339640712659259,"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."}}