{"id":"W7053182975","doi":"","title":"Today's podcast, July 31, features: Delta variant. Dr. Ronald St. John. Fmr Dir Centre for Emerg preparedness PHAC. - David Redman CAF Lt Col/fmr Dir AB Emerg Mgmt Agency. Pandemic mismanagement. - Prof Eric Kam, economics/Ryerson Univ. Canada's all-too-deep debt. - CAF Maj Gen Dean Milner. Afghan interpreters & Trudeau gov \"mistake.\"","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Preparedness; Coronavirus disease 2019 (COVID-19); Afghan","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005092281,0.001068836,0.0006079357,0.0009137661,0.002179593,0.004731083,0.0009533777,0.002098509,0.8740403],"category_scores_gemma":[0.002933805,0.0005101694,0.0005453559,0.0009441916,0.0003509237,0.002327526,0.00184952,0.002347307,0.8550656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125504,"about_ca_system_score_gemma":0.001411841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01107799,"about_ca_topic_score_gemma":0.03038735,"domain_scores_codex":[0.9997053,0.0000292699,0.00001273402,0.00003550891,0.0001511274,0.00006610269],"domain_scores_gemma":[0.9982253,0.000177184,0.00004608723,0.00008956467,0.000712477,0.0007494524],"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":[0.000007456365,0.000007795098,0.00002170999,0.00001609417,1.996395e-7,0.000009712579,0.000005594223,0.000005959781,0.00002974465,0.0000796472,0.9938059,0.006010235],"study_design_scores_gemma":[0.000005414558,0.00001116767,0.000212217,0.00003048323,8.506025e-7,0.00002212552,0.00004637445,0.00002517335,0.00004275716,0.000066532,0.9995337,0.000003349696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000302591,0.0006613604,0.0004269276,0.004510261,0.008839,0.000137533,0.002500747,0.002586227,0.9800355],"genre_scores_gemma":[0.0003749201,0.0002231991,0.00007965487,0.0005933515,0.0003147393,0.00001552807,0.0004607359,0.0002632671,0.9976746],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.988922,"threshold_uncertainty_score":0.1796662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008281879680246575,"score_gpt":0.188962765941519,"score_spread":0.1806808862612724,"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."}}