{"id":"W2462144764","doi":"10.17645/up.v1i2.607","title":"Planning with Citizens: Implementation of an e-Planning Platform and Analysis of Research Needs","year":2016,"lang":"en","type":"article","venue":"Urban Planning","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Centro de Desarrollo Urbano Sustentable","keywords":"Citizen journalism; Public participation; Process (computing); Context (archaeology); Work (physics); Knowledge management; Architecture; Participatory planning; Citizen science; Computer science; Process management; Business; Engineering; Public relations; World Wide Web; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001908015,0.0001008256,0.0002562151,0.000757938,0.0003260758,0.00006971546,0.0002316925,0.00007594938,0.0001700169],"category_scores_gemma":[0.00005906881,0.00007300481,0.0000356588,0.001470238,0.0003164205,0.0006626424,0.00005367499,0.00009546491,6.960544e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006338489,"about_ca_system_score_gemma":0.0001007021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299544,"about_ca_topic_score_gemma":0.0004213543,"domain_scores_codex":[0.9981169,0.0001260344,0.0002827102,0.0002025056,0.000884115,0.0003877691],"domain_scores_gemma":[0.9986979,0.0006223493,0.0002375079,0.0001566013,0.0001638431,0.000121832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007188947,0.00001171044,0.9117153,0.00001988073,0.000241004,0.000005651938,0.08022206,0.00003740928,0.0007867226,0.004996407,0.0002765367,0.001615368],"study_design_scores_gemma":[0.001028453,0.0004534813,0.5332906,0.0004611578,0.0002914793,0.000001220546,0.4575821,0.0002917398,0.002126539,0.0003893519,0.003819417,0.0002644194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864496,0.0002549435,0.0001699505,0.0001908589,0.00003114864,0.0001296132,0.00003435018,0.00003286067,0.01270669],"genre_scores_gemma":[0.9991701,0.000009160894,0.0003636073,0.00002961091,0.00009437474,0.000006921936,0.00003040391,0.000009722095,0.0002861243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3784247,"threshold_uncertainty_score":0.3476238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08703571552725597,"score_gpt":0.4134581884995232,"score_spread":0.3264224729722672,"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."}}