{"id":"W4404951028","doi":"10.21125/iceri.2024.1770","title":"PARTICIPATORY REACTIVATION OF PUBLIC SPACE: BRIDGING COMMUNITY ENGAGEMENT AND INNOVATIVE LEARNING. A CASE STUDY IN MILAN'S NOLO NEIGHBORHOOD","year":2024,"lang":"en","type":"article","venue":"ICERI proceedings","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sunway University; Laurea University of Applied Sciences; Ryukoku University; Politecnico di Milano; Instituto Mexicano del Seguro Social; Politechnika Bialostocka; University College Dublin; Cardiff University; Université du Québec à Trois-Rivières; Drexel University; Universidad Panamericana; Cork Institute of Technology; University of Lethbridge; Indiana State University; Universidad de la República Uruguay; Oklahoma State University; Nanyang Technological University; Mississippi State University; Doğu Akdeniz Üniversitesi; Ulster University; Norges Teknisk-Naturvitenskapelige Universitet","keywords":"Bridging (networking); Citizen journalism; Public space; Space (punctuation); Participatory design; Public engagement; Computer science; Sociology; Architectural engineering; Public relations; Engineering; Political science; Computer security; World Wide Web; Operations management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002299743,0.000099917,0.0001150186,0.0001311738,0.0001641043,0.00007833837,0.00006672576,0.00003816478,0.00004446192],"category_scores_gemma":[0.0003222201,0.00009696818,0.00001001861,0.000785251,0.00007413697,0.0004887747,0.0001505053,0.0004863712,0.000009777201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001496544,"about_ca_system_score_gemma":0.00001638493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001760798,"about_ca_topic_score_gemma":0.0001121834,"domain_scores_codex":[0.9991033,0.0001234897,0.000207181,0.000193474,0.00020753,0.0001650085],"domain_scores_gemma":[0.9996813,0.00009661946,0.00009036837,0.00005974626,0.00003432794,0.00003762155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009884951,0.0001927514,0.9090033,0.00005070398,0.00001875656,0.00003352528,0.07200756,0.00002941452,0.008625207,0.00009946841,0.0003259512,0.009603485],"study_design_scores_gemma":[0.0006122132,0.0005329314,0.8770439,0.0001306305,0.00003612565,0.00008888634,0.09032274,0.0283826,0.001702996,0.000130193,0.0007800808,0.0002366858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971414,0.00003268692,0.00004739141,0.0001872939,0.0000326242,0.0002878089,9.91808e-7,0.00006575892,0.002204095],"genre_scores_gemma":[0.9997708,0.000002969539,0.00006740445,0.00001988213,0.00001625177,0.00004645319,0.000003019979,0.00001104033,0.00006224622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03195937,"threshold_uncertainty_score":0.3954248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1531027351745639,"score_gpt":0.3285260747620922,"score_spread":0.1754233395875283,"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."}}