{"id":"W2337385362","doi":"10.1371/currents.dis.95f6b76789ce910bae08b6dc1f252c7d","title":"Upstream Disaster Management to Support People Experiencing Homelessness","year":2015,"lang":"en","type":"article","venue":"PLoS Currents","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Alberta","funders":"","keywords":"Community resilience; Preparedness; Resilience (materials science); Context (archaeology); Emergency management; Public relations; Population; Vulnerability (computing); Environmental health; Medicine; Political science; Geography; Computer security; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007940801,0.0002440671,0.0001719553,0.0004080962,0.005700321,0.001421915,0.001364181,0.0005936196,0.007751494],"category_scores_gemma":[0.002519331,0.0001272655,0.0003835641,0.0003902097,0.001468257,0.0008951864,0.005405328,0.001440144,0.0005505151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003345135,"about_ca_system_score_gemma":0.02166099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08369403,"about_ca_topic_score_gemma":0.2627751,"domain_scores_codex":[0.9994444,0.0001721746,0.00001516185,0.00002847104,0.00006460545,0.000275261],"domain_scores_gemma":[0.999062,0.0000947826,0.00006255237,0.00004010845,0.0001532104,0.0005874262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001800781,0.001078808,0.06823561,0.001645567,0.00008846225,0.004254796,0.2647928,0.0008514585,0.003342287,0.009908649,0.1040228,0.5415987],"study_design_scores_gemma":[0.00009316888,0.0005437845,0.1102475,0.001988865,0.0001110672,0.001351916,0.5893847,0.0006872881,0.001175836,0.007161548,0.2871946,0.00005966984],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7906261,0.006150887,0.007496563,0.04789495,0.001152822,0.00105312,0.0004613495,0.0004726381,0.1446916],"genre_scores_gemma":[0.9805943,0.002426831,0.003713934,0.002222956,0.00006904818,0.0001698383,0.0001556512,0.0000245722,0.01062283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08369403,"threshold_uncertainty_score":0.1664138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276785243721123,"score_gpt":0.4314336396489077,"score_spread":0.3037551152767954,"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."}}