{"id":"W2999180708","doi":"10.1108/ijdrbe-05-2019-0021","title":"Post-disaster recovery through the evolution of the <i>lakou</i>, a traditional settlement pattern","year":2019,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Human settlement; Settlement (finance); Port (circuit theory); Geography; Population; Psychological resilience; Social capital; Environmental planning; Environmental resource management; Sociology; Engineering; Archaeology; Business; Social science; Psychology","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":[0.0006788669,0.0001964213,0.0001420957,0.0005793513,0.004492921,0.00227328,0.0007265727,0.0004538686,0.003221921],"category_scores_gemma":[0.001198397,0.0001483805,0.0001338142,0.0007714432,0.005615796,0.001413705,0.00410294,0.0006631851,0.0003188292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001545514,"about_ca_system_score_gemma":0.001798164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113182,"about_ca_topic_score_gemma":0.03681908,"domain_scores_codex":[0.9995228,0.000210776,0.00001497338,0.00005777427,0.00004870192,0.0001449234],"domain_scores_gemma":[0.9995862,0.00007403694,0.0001042785,0.00006318853,0.00006333222,0.0001091142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002397046,0.0001964089,0.117181,0.0002709424,0.00004959531,0.006157445,0.7678763,0.0005503613,0.005809579,0.02351262,0.003254287,0.07490167],"study_design_scores_gemma":[0.000006072063,0.0001336714,0.1300011,0.0001415805,0.00001672792,0.0009778497,0.838896,0.0003055958,0.0006393564,0.002634108,0.02622238,0.0000255131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871968,0.0001270402,0.0008715669,0.0006919888,0.00001753842,0.00003794276,0.00003681132,0.00001234015,0.01100798],"genre_scores_gemma":[0.9981375,0.00007351553,0.000392314,0.00004654465,0.000002342961,0.00001553049,0.00001312497,0.000003840805,0.001315341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113182,"threshold_uncertainty_score":0.02213407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04733336035262252,"score_gpt":0.2877784999464316,"score_spread":0.2404451395938091,"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."}}