{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002146834,0.0003678389,0.0006835103,0.000416676,0.0004291593,0.0001393162,0.0009652045,0.0001358094,0.0007852633],"category_scores_gemma":[0.0004130907,0.0003426442,0.0002056331,0.001004761,0.0002840621,0.0002617097,0.0008798864,0.0005621596,0.00007819101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006225109,"about_ca_system_score_gemma":0.0001790644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006292785,"about_ca_topic_score_gemma":0.0001600619,"domain_scores_codex":[0.9966243,0.0001507657,0.001138727,0.0008723604,0.0004267265,0.000787101],"domain_scores_gemma":[0.9977672,0.0003935779,0.0008214337,0.0007905312,0.00004312504,0.000184171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009037079,0.0006814954,0.8878492,0.0003439268,0.0002389226,0.0003992791,0.04574392,0.002221702,0.0007816258,0.02079024,0.02182288,0.01822309],"study_design_scores_gemma":[0.001901434,0.0007667151,0.773491,0.0001178208,0.00003998803,0.0003230146,0.007865092,0.000512999,0.0004530271,0.005482153,0.2081374,0.00090931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569452,0.03172978,0.00003403851,0.003104682,0.0004714157,0.0006020645,0.0001672342,0.00001303036,0.006932502],"genre_scores_gemma":[0.9934136,0.003781019,0.00007128726,0.0009861594,0.00007782262,0.00009545609,0.00001947283,0.00002974279,0.00152544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1863145,"threshold_uncertainty_score":0.9999025,"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."}}