{"id":"W4312846720","doi":"10.5821/ace.17.50.11393","title":"A Glimpse at Impacts and Resilience in the Parish of Cernache do Bonjardim, Portugal","year":2022,"lang":"ca","type":"article","venue":"ACE Arquitectura Ciudad y Entorno","topic":"Regional resilience and development","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Aboriginal Peoples Health; Junta de Andalucía; Consejería de Transformación Económica, Industria, Conocimiento y Universidades","keywords":"Humanities; Political science; Cartography; Geography; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000456949,0.0002377529,0.0002247354,0.001282472,0.002685942,0.002714437,0.0004881902,0.0005793858,0.007279643],"category_scores_gemma":[0.000750912,0.0001552526,0.0002603028,0.002270311,0.002542505,0.0008705122,0.002079026,0.0005920942,0.000267929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005495711,"about_ca_system_score_gemma":0.002162106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2372919,"about_ca_topic_score_gemma":0.5564834,"domain_scores_codex":[0.9997038,0.00006574424,0.000008692184,0.00003449425,0.00006482344,0.0001223665],"domain_scores_gemma":[0.9996974,0.00008211084,0.00007377037,0.00001681826,0.00002985061,0.0001000459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003195319,0.0001943002,0.4351912,0.001505299,0.0001350524,0.01041656,0.2359205,0.005217395,0.001924348,0.1302548,0.03254735,0.1463737],"study_design_scores_gemma":[0.000005578782,0.00007220028,0.7463077,0.0008152604,0.00001302615,0.0004840126,0.1495607,0.0002256178,0.000186674,0.002132924,0.1001699,0.00002654021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8152705,0.009234234,0.0006908429,0.01012431,0.0002036776,0.00003882509,0.001011952,0.00003621348,0.1633894],"genre_scores_gemma":[0.9748328,0.004270217,0.000355684,0.0004164169,0.00006171867,0.00001537591,0.0002668303,0.00002041853,0.01976059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2372919,"threshold_uncertainty_score":0.4718215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777320049097587,"score_gpt":0.2299529393991372,"score_spread":0.2121797389081614,"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."}}