{"id":"W2170650198","doi":"10.1111/j.1754-7121.2010.00113.x","title":"Auditing citizen engagement in heritage planning: The views of citizens","year":2010,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Political science; Nova scotia; Public engagement; Democracy; Coproduction; Publics; Legitimacy; Public participation; Public administration; Politics; Public relations; Humanities; Sociology; Ethnology; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005309025,0.00009256712,0.00009413214,0.0001256039,0.0003165472,0.000301932,0.0002007182,0.00004032619,0.002912366],"category_scores_gemma":[0.0001325708,0.0000733838,0.00003664077,0.00008372985,0.0001084415,0.0003944366,0.00001839143,0.0002190198,0.00001439381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003767126,"about_ca_system_score_gemma":0.0001722111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607345,"about_ca_topic_score_gemma":0.7790515,"domain_scores_codex":[0.9991916,0.00006000856,0.0002715267,0.0001291378,0.0001294293,0.000218321],"domain_scores_gemma":[0.9994797,0.00005590839,0.0001114966,0.0001749634,0.00008488146,0.00009309072],"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":[0.000003923106,0.00001271666,0.002536047,0.0000245496,0.00001054865,0.000009505328,0.00656012,5.146059e-7,0.0001738764,0.9724152,0.01538466,0.002868338],"study_design_scores_gemma":[0.0001340209,0.00003641224,0.005481858,0.00001411691,0.00000598492,0.000001089573,0.006255411,0.0001541012,0.00004979218,0.001438119,0.9863235,0.0001055915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6770267,0.00003709605,0.00001319761,0.02713126,0.0005568935,0.000466732,0.0000469805,0.00003243306,0.2946887],"genre_scores_gemma":[0.9935412,0.000001689025,0.00004590496,0.0005320842,0.0003600032,0.00004070289,0.0001610926,0.000008474794,0.005308865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9709771,"threshold_uncertainty_score":0.9979991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1621919446482924,"score_gpt":0.2773260909892198,"score_spread":0.1151341463409274,"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."}}