{"id":"W4239999927","doi":"10.5751/es-08924-210449","title":"Community-based management of environmental challenges in Latin America and the Caribbean","year":2016,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Latin Americans; Corporate governance; Flood myth; Political science; Geography; Flood risk management; Environmental planning; Environmental protection; Environmental resource management; Ecology; Archaeology; Environmental science; Management; Economics","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":[0.001659605,0.0002675861,0.0002108318,0.001106874,0.003259296,0.002293824,0.001126995,0.0009063398,0.00423178],"category_scores_gemma":[0.003200797,0.0001180148,0.0001616342,0.001314944,0.001508339,0.001064202,0.005298479,0.0008290968,0.0001602876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004422443,"about_ca_system_score_gemma":0.007939064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1687073,"about_ca_topic_score_gemma":0.3577201,"domain_scores_codex":[0.9991606,0.0003993645,0.00002583298,0.00006159113,0.00008054347,0.0002720591],"domain_scores_gemma":[0.9983965,0.0002296849,0.0002513995,0.00006628426,0.0002610686,0.0007950141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005158873,0.001468843,0.1591855,0.001305049,0.0003683745,0.004480436,0.0881884,0.003868158,0.003936265,0.04548215,0.03695733,0.6542436],"study_design_scores_gemma":[0.0002311922,0.0004837541,0.3155265,0.001826684,0.0001412282,0.0007275046,0.297784,0.003558589,0.0006269511,0.0193185,0.3596743,0.0001008559],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.86912,0.01271607,0.001283565,0.03464742,0.0001807086,0.0002674656,0.0002256353,0.00004469461,0.08151435],"genre_scores_gemma":[0.9911036,0.003928025,0.0009829073,0.0008539524,0.00003051136,0.0001116474,0.00008530461,0.000009387862,0.002894664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1687073,"threshold_uncertainty_score":0.3354505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228611448830787,"score_gpt":0.2524762862963134,"score_spread":0.2296151414132347,"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."}}