{"id":"W3042926909","doi":"10.1016/j.cacint.2020.100040","title":"Spaces, places and possibilities: A participatory approach for developing and using integrated models for community planning","year":2020,"lang":"en","type":"article","venue":"City and Environment Interactions","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada; University of the Fraser Valley","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Stakeholder; Participatory planning; Focus group; Citizen journalism; Process management; Government (linguistics); Local government; Participatory development; Process (computing); Computer science; Community development; Knowledge management; Environmental planning; Management science; Business; Engineering; Political science; Geography; Public relations; Public administration; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.0001546082,0.0001036061,0.0001348871,0.00000505936,0.000591782,0.00007921959,0.00004424017,0.00004845603,0.000006793975],"category_scores_gemma":[0.00005267044,0.00004688233,0.00002853774,0.00003708199,0.0001020331,0.00022009,0.00006600466,0.0001313137,5.855689e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003915514,"about_ca_system_score_gemma":0.000004572284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002179902,"about_ca_topic_score_gemma":0.00005196682,"domain_scores_codex":[0.9994344,0.00006390366,0.000127493,0.0001927117,0.00003865061,0.000142837],"domain_scores_gemma":[0.9994906,0.0003394756,0.0000445574,0.00002617396,0.00001486004,0.00008436987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004057104,0.002802363,0.3688551,0.003617778,0.001125467,0.000005896926,0.2446896,0.02565245,0.2316473,0.009422093,0.00598024,0.1021446],"study_design_scores_gemma":[0.001359196,0.001454573,0.09326343,0.0001611316,0.000287678,0.00003326316,0.3002865,0.5373729,0.001761742,0.01506502,0.04770583,0.001248766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837083,0.0002210059,0.01465136,0.0008910524,0.00001260999,0.000381528,0.00007595991,0.00002092358,0.00003725105],"genre_scores_gemma":[0.9955629,0.00003010467,0.003942654,0.0002371115,0.00004249114,0.00006695151,0.00006645353,8.635355e-7,0.00005044441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5117205,"threshold_uncertainty_score":0.4551569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2066264239074675,"score_gpt":0.2818230787593826,"score_spread":0.07519665485191512,"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."}}