{"id":"W2587737926","doi":"","title":"Community deliberation as a procedural planning tool: examination of Vancouver and Melbourne","year":2016,"lang":"en","type":"article","venue":"RMIT Research Repository (RMIT University Library)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Deliberation; Public relations; Political science; Sociology; Law; 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":[0.00454475,0.0002626622,0.0004391184,0.002968163,0.02403544,0.009047809,0.00254903,0.001291091,0.01069423],"category_scores_gemma":[0.02310289,0.0005358073,0.000213286,0.005258904,0.006590499,0.002118534,0.006834541,0.002491181,0.0007675546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02882687,"about_ca_system_score_gemma":0.04963167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9020833,"about_ca_topic_score_gemma":0.9800741,"domain_scores_codex":[0.9948385,0.002157945,0.0001353526,0.0004047496,0.001332658,0.001130806],"domain_scores_gemma":[0.9827499,0.007298518,0.0009321122,0.0008772236,0.004473415,0.003668935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002324341,0.0001840173,0.03875497,0.0002788927,0.00002587971,0.001160179,0.8091968,0.0006517897,0.00072822,0.03304691,0.01011649,0.1056234],"study_design_scores_gemma":[0.00001569065,0.00007217376,0.09324686,0.0002878856,0.00002020964,0.0001687123,0.8116713,0.0007868701,0.0003816739,0.003765636,0.08952024,0.00006270326],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7902789,0.0007144995,0.001475123,0.003050827,0.00004005709,0.0002371023,0.0001541097,0.00004598489,0.2040034],"genre_scores_gemma":[0.9726896,0.0002677738,0.0008260345,0.0001314187,0.000003434393,0.00006848856,0.00006956338,0.00004588091,0.02589779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09791666,"threshold_uncertainty_score":0.2091546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05291347690182788,"score_gpt":0.257538120914682,"score_spread":0.2046246440128541,"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."}}