{"id":"W1550441254","doi":"","title":"We can make things better for each other: Women and girls organize to reduce disasters in Central America","year":2009,"lang":"en","type":"book-chapter","venue":"Northumbria Research Link (Northumbria University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disaster risk reduction; Agency (philosophy); Gender equality; Political science; International development; Public relations; Emergency management; Economic growth; Resistance (ecology); Gender studies; Sociology; Social science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007794125,0.0007437674,0.0003389853,0.000655572,0.01316176,0.004674282,0.001296177,0.001416072,0.007654537],"category_scores_gemma":[0.000532647,0.0002600696,0.0001919833,0.0009723734,0.005096178,0.002738687,0.003389725,0.003818611,0.0008019021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006995052,"about_ca_system_score_gemma":0.007308117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08304065,"about_ca_topic_score_gemma":0.2612578,"domain_scores_codex":[0.9996415,0.0001478754,0.000005168619,0.00004802437,0.0000606777,0.00009676159],"domain_scores_gemma":[0.999786,0.00006931696,0.00001462296,0.000008211235,0.00003150926,0.00009042654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005085207,0.0001854738,0.001943107,0.0002658004,0.00001177728,0.000728056,0.4341308,0.0001332357,0.0005254142,0.198315,0.2726529,0.09105751],"study_design_scores_gemma":[0.000008104837,0.00002898302,0.002221216,0.0003197396,0.000006843669,0.0001401771,0.10591,0.00003788522,0.0001634783,0.005012196,0.8861408,0.00001061569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0606996,0.07219879,0.0007256641,0.05792985,0.004794881,0.0001268733,0.0001046816,0.00009707038,0.8033226],"genre_scores_gemma":[0.3821862,0.02291094,0.001086826,0.01171469,0.0007385952,0.0001981425,0.0001209778,0.0002013951,0.5808422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08304065,"threshold_uncertainty_score":0.1651146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03573902620371229,"score_gpt":0.2917135880689493,"score_spread":0.255974561865237,"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."}}