{"id":"W1590573268","doi":"10.1108/dpm-01-2013-0004","title":"Functional clothing for natural disaster survivors","year":2015,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Clothing; Emergency management; Natural disaster; Agency (philosophy); Focus group; Protocol (science); Public relations; Preparedness; Humanitarian aid; Business; Engineering; Medicine; Marketing; Political science; Sociology; Geography","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":[0.001139755,0.0003589302,0.0001370608,0.000392041,0.000849113,0.00109542,0.0004369848,0.0004895535,0.007310567],"category_scores_gemma":[0.002090312,0.0001335015,0.0003332032,0.0002017045,0.0006584979,0.000995912,0.00123773,0.0004544779,0.0008297398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000247506,"about_ca_system_score_gemma":0.0004246894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003343599,"about_ca_topic_score_gemma":0.000688466,"domain_scores_codex":[0.999552,0.0002363119,0.00003015336,0.00002783894,0.0001054821,0.00004824858],"domain_scores_gemma":[0.9993517,0.0002200943,0.000076399,0.00008583506,0.0001489009,0.0001170953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001087392,0.001644568,0.04443956,0.007353233,0.00006731013,0.004158834,0.09735633,0.002096257,0.06983877,0.01316157,0.02988797,0.7289084],"study_design_scores_gemma":[0.0001476545,0.0104943,0.1247412,0.003229566,0.0001739362,0.01671857,0.2205583,0.003075065,0.02317195,0.01059837,0.5868739,0.0002172451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936085,0.001134568,0.01477513,0.002090415,0.0003670422,0.0006575006,0.0003256876,0.0002750081,0.04428969],"genre_scores_gemma":[0.9494258,0.001556774,0.02900078,0.0004787172,0.00005713302,0.0003930759,0.0002483756,0.00004902302,0.01879025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007310567,"threshold_uncertainty_score":0.02445626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067508262727022,"score_gpt":0.4329830666852184,"score_spread":0.3262322404125162,"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."}}