{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005189473,0.00120967,0.0004290074,0.002375189,0.001676766,0.002890124,0.001104888,0.004990245,0.9610645],"category_scores_gemma":[0.001228882,0.0004432757,0.0005668119,0.001510646,0.0008643063,0.002536885,0.001392334,0.001272532,0.9505107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001341585,"about_ca_system_score_gemma":0.001396693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00782223,"about_ca_topic_score_gemma":0.008503013,"domain_scores_codex":[0.9996885,0.00003042342,0.00002098308,0.0000613165,0.00008897825,0.0001098382],"domain_scores_gemma":[0.9989632,0.0002092999,0.00007269329,0.00006431069,0.0002112561,0.0004792874],"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":[0.0001271385,0.0002479368,0.00235222,0.0003789981,0.00001306194,0.0002245592,0.00008937188,0.0002713285,0.0004509633,0.006342691,0.4770832,0.5124186],"study_design_scores_gemma":[0.00002910872,0.00004102486,0.001357854,0.000360057,0.00001060675,0.0005336436,0.0002287585,0.0001901571,0.0002061803,0.00150289,0.9955273,0.00001226962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008796814,0.001150575,0.0007413392,0.001907893,0.0004869537,0.00005328823,0.0009186321,0.0005975478,0.9932641],"genre_scores_gemma":[0.002962912,0.00056911,0.0006142933,0.0007099388,0.0001500471,0.00004200664,0.0007545322,0.0001203276,0.9940768],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03893554,"threshold_uncertainty_score":0.05553675,"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."}}