{"id":"W2524683555","doi":"10.2495/safe-v6-n3-582-588","title":"Vulnerabilities of coastal communities resulting from climate change: a case study of San Mateo, Belize","year":2016,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Environmental planning; Geography; Environmental resource management; Environmental science; Oceanography; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0008323419,0.0003623632,0.0003184561,0.001117845,0.007186987,0.001181606,0.0009883925,0.0009298123,0.001183832],"category_scores_gemma":[0.00118297,0.0002808395,0.0002999139,0.001250966,0.003276914,0.0008874802,0.003083346,0.000902169,0.00006955407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00603709,"about_ca_system_score_gemma":0.003237149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3128477,"about_ca_topic_score_gemma":0.6104127,"domain_scores_codex":[0.9993611,0.0002615789,0.00001300583,0.00004361257,0.00004941348,0.0002713383],"domain_scores_gemma":[0.9995357,0.0001445902,0.00008476801,0.00002402434,0.0000567274,0.0001542471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001911817,0.001069346,0.4974393,0.0002496314,0.0001054123,0.04962489,0.4186104,0.003117436,0.00307182,0.006287882,0.002338831,0.01789382],"study_design_scores_gemma":[0.00002139128,0.0003723468,0.3183433,0.0001182637,0.0000474083,0.002714878,0.6707752,0.001350143,0.0002897275,0.0006238936,0.005312696,0.00003064572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984433,0.00005171468,0.0000659265,0.0002342037,0.000002737035,0.00001737809,0.00001976034,0.000001873361,0.001163133],"genre_scores_gemma":[0.9992576,0.0001491986,0.0001331485,0.00007470558,0.000002312211,0.00001800707,0.00002083622,0.000001225429,0.0003429939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3128477,"threshold_uncertainty_score":0.6220534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07086616935735099,"score_gpt":0.3143151588458897,"score_spread":0.2434489894885387,"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."}}