{"id":"W6995608053","doi":"","title":"Participatory Approaches to Placemaking: Methodological Outlines for Public Spaces in Bergamo (Italy), for Indigenous Communities in Quebec (Canada) and Popular Places in Prerov (Czech Republic)","year":2024,"lang":"en","type":"book-chapter","venue":"Aisberg (University of Bergamo)","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Placemaking; Indigenous; Citizen journalism; Participatory action research; Redevelopment; Tourism; Public participation; Traditional knowledge; Sustainability","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":[0.06074105,0.00200775,0.001259209,0.01071313,0.02804832,0.02736883,0.005978111,0.0045445,0.004700723],"category_scores_gemma":[0.02128894,0.001687437,0.001354774,0.01671406,0.0458547,0.009140784,0.01377513,0.005277047,0.0005944732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08375486,"about_ca_system_score_gemma":0.09252398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2313734,"about_ca_topic_score_gemma":0.4329668,"domain_scores_codex":[0.9605283,0.03228833,0.001214671,0.001689882,0.002350349,0.001928444],"domain_scores_gemma":[0.9783133,0.01540604,0.001101653,0.001091864,0.003034117,0.001053076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002971662,0.0001039504,0.001717077,0.00205113,0.0000262058,0.0007716562,0.5271697,0.001086023,0.0002994104,0.4085105,0.004424456,0.05381017],"study_design_scores_gemma":[0.00003494893,0.00005571519,0.003196663,0.004327668,0.00004183458,0.0003253505,0.7062863,0.0006743837,0.0002988381,0.05299163,0.2317101,0.00005660779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1021782,0.08579358,0.4139075,0.06262104,0.001697607,0.04119634,0.00155353,0.0003182918,0.2907339],"genre_scores_gemma":[0.4475414,0.02526821,0.4648158,0.002573901,0.0001482668,0.03223633,0.0006467198,0.0002072747,0.02656221],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7686266,"threshold_uncertainty_score":0.6076869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5331362031519529,"score_gpt":0.4060327582667622,"score_spread":0.1271034448851907,"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."}}