{"id":"W4406422444","doi":"10.1016/j.ccol.2021.12.001","title":"10.1016/j.ccol.2021.12.001","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Preparedness; Coronavirus disease 2019 (COVID-19); Political science; History; Geography; Medicine; Law; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003514035,0.0001342127,0.0001796314,0.00009433522,0.0002669784,0.00001494244,0.0002287166,0.00007954438,0.9997185],"category_scores_gemma":[0.00003570885,0.0001228146,0.00004645008,0.000155686,0.00001669128,0.00008404016,0.0001294099,0.0001917925,0.9995235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006327247,"about_ca_system_score_gemma":0.00005700584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007540455,"about_ca_topic_score_gemma":0.000002415072,"domain_scores_codex":[0.9985759,0.0002342143,0.0002748155,0.0002417679,0.0001951938,0.0004780774],"domain_scores_gemma":[0.9991952,0.0001085941,0.00003938726,0.0004278508,0.00003428925,0.0001946623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001792786,0.00005126601,1.899596e-7,0.00001638667,0.00001381509,0.000006503863,0.0001578808,0.000004516944,0.000006231704,0.000006498534,0.6060231,0.3935343],"study_design_scores_gemma":[0.0005050232,0.0001153803,0.00005575858,0.00006293826,0.00002040382,4.484196e-7,0.00003494894,0.0000293153,0.000002700075,0.00001756173,0.9990105,0.0001450019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008253334,0.00002260128,0.000001335336,0.001008444,0.000006940861,0.0007482644,0.00001611068,0.0001261409,0.9972448],"genre_scores_gemma":[0.00006197955,5.665275e-7,0.00004529869,0.0007110953,0.0002451461,0.0002040563,0.0000260648,0.00002923072,0.9986765],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3933893,"threshold_uncertainty_score":0.5008234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234369733027144,"score_gpt":0.2986962370382628,"score_spread":0.2752592637355484,"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."}}