{"id":"W7157507316","doi":"","title":"Community Foundations as Agents of Transformational Change: Lessons for Fondazione Caterina Dallara (Italy)","year":2022,"lang":"en","type":"article","venue":"Issue Lab (Candid)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Participatory action research; Civil society; Citizen journalism; Bridge (graph theory); Space (punctuation); Foundation (evidence)","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008193809,0.00009553519,0.0001745589,0.0001211954,0.003133347,0.0000648846,0.0002893734,0.00004107252,0.001279022],"category_scores_gemma":[0.000169009,0.0001082739,0.00006359966,0.0006282188,0.0002179963,0.0003787608,0.00007979963,0.0001601655,0.000007886554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438719,"about_ca_system_score_gemma":0.0004696576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008010685,"about_ca_topic_score_gemma":0.005390852,"domain_scores_codex":[0.9985307,0.0005296535,0.0002112233,0.0001098516,0.0003636254,0.0002548948],"domain_scores_gemma":[0.999135,0.000183851,0.0001218221,0.0001541439,0.0003411125,0.00006410942],"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":[0.0002065372,0.0006916926,0.0008708027,0.0001702159,0.0001309446,0.000006970191,0.702851,0.0001505232,0.0002350584,0.2774121,0.008790281,0.008483856],"study_design_scores_gemma":[0.0005993,0.0002385564,0.002288328,0.00001230241,0.00002740352,9.315314e-7,0.1276914,0.00009948813,0.0001771175,0.007481924,0.8612376,0.000145643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8338018,0.0004014031,0.001744039,0.05437761,0.000807964,0.002667192,0.001910583,0.0001579932,0.1041314],"genre_scores_gemma":[0.9945136,0.00005319625,0.0001592399,0.0003472806,0.0001202848,0.0004542005,0.0002294385,0.00001283295,0.004109979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8524473,"threshold_uncertainty_score":0.999634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1419787722918825,"score_gpt":0.4234491545800176,"score_spread":0.281470382288135,"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."}}