{"id":"W4411618080","doi":"10.51847/ttlet4cdo2","title":"10.51847/ttLet4cDo2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Environmental science; Geography; Computer science; Computer security","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005703154,0.00131962,0.000572063,0.002850259,0.001770602,0.003992483,0.001169826,0.00390505,0.9490235],"category_scores_gemma":[0.001194444,0.0004770815,0.0007641587,0.003323244,0.0008257567,0.002332426,0.001813254,0.001293781,0.9334942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001561053,"about_ca_system_score_gemma":0.0008036795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008269673,"about_ca_topic_score_gemma":0.005290573,"domain_scores_codex":[0.9995435,0.00005268549,0.00004721409,0.0001095519,0.0001444609,0.0001026805],"domain_scores_gemma":[0.9990408,0.0002466535,0.00004577616,0.0001315606,0.0003372026,0.0001980681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000480768,0.0003827715,0.001725365,0.0004270381,0.00002220692,0.0003790004,0.0001633979,0.0008134701,0.004546402,0.005875869,0.3042864,0.6808972],"study_design_scores_gemma":[0.00008877277,0.00006486243,0.001130069,0.0002073408,0.00001945795,0.0003517072,0.000214797,0.001300437,0.001566059,0.001477083,0.993556,0.00002338071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00247803,0.0006750019,0.0042373,0.001054085,0.0007833811,0.0001709503,0.001589726,0.001768342,0.9872433],"genre_scores_gemma":[0.005273461,0.0003634242,0.001961403,0.0003566239,0.000101505,0.00008302335,0.0009189605,0.0003079083,0.9906336],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05097646,"threshold_uncertainty_score":0.07271171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007781228367619751,"score_gpt":0.2206240467739088,"score_spread":0.2128428184062891,"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."}}