{"id":"W7027549348","doi":"","title":"Design for Social Innovation in Italian Inner Peripheries","year":2022,"lang":"en","type":"article","venue":"Florence Research (University of Florence)","topic":"Diverse academic and cultural studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Social capital; Capital (architecture); Quarter (Canadian coin); Social innovation; Natural (archaeology); Pandemic","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001669203,0.00007858656,0.0002369384,0.0004142729,0.0008811311,0.00001834205,0.0004886481,0.00005890637,0.001581499],"category_scores_gemma":[0.0001471674,0.0001033482,0.00005333581,0.001552121,0.0003644046,0.0003401666,0.0003472954,0.0003075653,0.00004283175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509004,"about_ca_system_score_gemma":0.00006008957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004996989,"about_ca_topic_score_gemma":0.00002013496,"domain_scores_codex":[0.9989277,0.00006204539,0.0002268324,0.0002955416,0.0001436282,0.0003442106],"domain_scores_gemma":[0.9995047,0.00007100738,0.0001461642,0.00009335842,0.0001573192,0.0000274902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005540065,0.0002446914,0.02513208,0.0001146959,0.0001200964,0.00002246112,0.07283363,0.0008685436,0.0005170653,0.7808101,0.07929605,0.03948659],"study_design_scores_gemma":[0.002938634,0.001020373,0.06041459,0.00004249335,0.00001001721,0.000002632859,0.2215007,0.007308105,0.0001314119,0.1550918,0.5507474,0.0007919086],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321089,0.001840886,0.02241218,0.008744815,0.0005999455,0.001601255,0.0007892433,0.00006667519,0.03183606],"genre_scores_gemma":[0.9952728,0.00022505,0.001574412,0.00003049436,0.00004559736,0.00001370386,0.00003733102,0.000006038727,0.002794572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6257184,"threshold_uncertainty_score":0.9993312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2293015721743813,"score_gpt":0.298788963056037,"score_spread":0.06948739088165573,"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."}}