{"id":"W6907576985","doi":"10.25316/ir-15129","title":"Something new for the planner's toolkit?: Citizens' assemblies in community planning","year":2018,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Process (computing); Software deployment; Field (mathematics); Politics; Public participation; Community engagement; Public opinion","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006852988,0.0002964562,0.0003871897,0.0004588625,0.001066278,0.00012069,0.001015323,0.0004657041,0.0002743094],"category_scores_gemma":[0.0003356926,0.0002665219,0.0001317986,0.0006552932,0.0003503941,0.0001822297,0.0001493274,0.0006574783,0.00003723041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002607473,"about_ca_system_score_gemma":0.0004967395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04622525,"about_ca_topic_score_gemma":0.131028,"domain_scores_codex":[0.9982424,0.0003778557,0.0001247421,0.0003188851,0.0003746619,0.0005614088],"domain_scores_gemma":[0.9978901,0.001183373,0.0003147178,0.0004283873,0.00005593308,0.0001275288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006659117,0.00002111571,0.000358584,0.00003057111,0.00008043507,0.00002661547,0.01165889,0.00005133673,8.842085e-7,0.001480795,0.9858971,0.000327128],"study_design_scores_gemma":[0.0008152825,0.00005896536,0.00009368076,0.0005165734,0.00006758413,4.10226e-7,0.0171797,0.00003016512,0.000001603351,0.0002123228,0.9806708,0.0003529698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008430647,0.0007926594,0.002887753,0.0006547795,0.001805136,0.0004737706,0.0001425277,0.0002170597,0.992942],"genre_scores_gemma":[0.001645864,0.0002981958,0.0004694889,0.0001325473,0.001079966,0.000001843731,0.000002519853,0.0001149656,0.9962546],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08480274,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03065396554712998,"score_gpt":0.2712263880522357,"score_spread":0.2405724225051057,"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."}}