{"id":"W3175567150","doi":"10.1016/j.ssci.2021.105384","title":"Human behaviour in informal settlement fires in Costa Rica","year":2021,"lang":"en","type":"article","venue":"Safety Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Human settlement; Informal settlements; Settlement (finance); Context (archaeology); Geography; Environmental planning; Environmental resource management; Archaeology; Business; Environmental science; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005294139,0.0001358172,0.0001803288,0.0005391262,0.001052176,0.0006010412,0.0003655555,0.0004618169,0.0009705856],"category_scores_gemma":[0.001493989,0.0001083471,0.000168268,0.0006714032,0.0008128347,0.000285448,0.0009524517,0.000298429,0.0001551704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435218,"about_ca_system_score_gemma":0.0007053427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.192153,"about_ca_topic_score_gemma":0.4343775,"domain_scores_codex":[0.9997439,0.0001278661,0.00001020963,0.00002433277,0.00001601984,0.00007772286],"domain_scores_gemma":[0.9993919,0.0001593436,0.0001673396,0.00005334971,0.00007381445,0.0001541671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002123851,0.0002177982,0.9475274,0.00005966924,0.00007621978,0.0003603497,0.04090888,0.0006855262,0.001286051,0.0003194897,0.0005824203,0.007763731],"study_design_scores_gemma":[0.000002601244,0.00002584911,0.9767661,0.00001176351,0.000005793185,0.00003246926,0.02238187,0.0002483159,0.00003378524,0.00003192292,0.0004559246,0.000003519036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992738,0.00003371347,0.00001591994,0.0000404564,9.166737e-7,0.00000502888,0.00003344116,6.778655e-7,0.0005959133],"genre_scores_gemma":[0.9995561,0.00004602601,0.00002360227,0.00001728365,0.000001257125,0.000008568276,0.00003518902,7.475091e-7,0.0003112041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.192153,"threshold_uncertainty_score":0.3820691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470407753179135,"score_gpt":0.321873368359044,"score_spread":0.3071692908272526,"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."}}