{"id":"W3098160557","doi":"10.3390/vaccines8040667","title":"Driving Adoption and Commercialization of Subunit Vaccines for Bovine Tuberculosis and Johne’s Disease: Policy Choices and Implications for Food Security","year":2020,"lang":"en","type":"review","venue":"Vaccines","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Commercialization; Business; Food security; Disease; Biology; Medicine; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002196454,0.000518484,0.0007518514,0.001293606,0.0002033876,0.001398076,0.0009216049,0.002381732,0.003043548],"category_scores_gemma":[0.00320043,0.0002412521,0.0006385661,0.001381108,0.0008010344,0.00229103,0.0007346293,0.002101432,0.0007173496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143867,"about_ca_system_score_gemma":0.003757034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002381358,"about_ca_topic_score_gemma":0.004444795,"domain_scores_codex":[0.9994546,0.0001900089,0.00006676953,0.00007851003,0.0001296474,0.00008056662],"domain_scores_gemma":[0.9982567,0.001157729,0.0002422413,0.00003088502,0.0002424349,0.00006997944],"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":[0.00007160702,0.00006614343,0.0002397081,0.02936341,0.00008256094,0.0001210203,0.0001184969,0.0006756181,0.001840656,0.02383338,0.02355788,0.9200297],"study_design_scores_gemma":[0.00003217649,0.0001634101,0.001064785,0.021376,0.0001294249,0.0003728874,0.00021613,0.0001394697,0.0006589978,0.005163894,0.9706617,0.00002106844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001704174,0.997308,0.00007218782,0.001633694,0.0001656757,0.000003800515,0.00001466633,0.000003221551,0.0006282909],"genre_scores_gemma":[0.001571952,0.9970983,0.0002188535,0.0007211577,0.00008919996,0.00000985936,0.00001917379,0.00000133408,0.0002701903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003043548,"threshold_uncertainty_score":0.01161611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0506315776755929,"score_gpt":0.3755039362133782,"score_spread":0.3248723585377853,"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."}}