{"id":"W6991614131","doi":"","title":"How Canada could help ramp up vaccine production","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Public health; Production (economics); Coronavirus disease 2019 (COVID-19); Global health; Plan (archaeology)","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":[],"consensus_categories":[],"category_scores_codex":[0.004317397,0.001299575,0.0003905443,0.002135081,0.008490392,0.009002893,0.001809777,0.0115107,0.1121643],"category_scores_gemma":[0.01309462,0.0006929137,0.001176911,0.001627836,0.003447359,0.004625633,0.003799625,0.00752603,0.03759514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03123102,"about_ca_system_score_gemma":0.158696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9121037,"about_ca_topic_score_gemma":0.9451115,"domain_scores_codex":[0.9922767,0.0006111469,0.0001879705,0.0003811526,0.004057111,0.002486006],"domain_scores_gemma":[0.9847723,0.0007361281,0.0002202731,0.0003756796,0.006714256,0.007181444],"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":[0.00002082672,0.00003468488,0.0003606074,0.00004226183,0.000004757027,0.0001209708,0.00008406524,0.0001011365,0.0001910826,0.005537308,0.9781181,0.01538421],"study_design_scores_gemma":[0.00002066703,0.00001684082,0.0004516666,0.00005678989,0.000005266824,0.00003210753,0.0002247382,0.00008282421,0.0001512613,0.00100061,0.9979388,0.00001836752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001751735,0.00455798,0.000998672,0.6553673,0.02298528,0.0002993273,0.001892318,0.001006993,0.3111404],"genre_scores_gemma":[0.01589765,0.006197916,0.004827487,0.2589938,0.002917293,0.0001692594,0.001646075,0.0004382528,0.7089123],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1121643,"threshold_uncertainty_score":0.3752269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005044069240383319,"score_gpt":0.1709669881649991,"score_spread":0.1659229189246158,"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."}}