{"id":"W3162183557","doi":"10.21423/aabppro20054794","title":"Choosing a New Vaccine","year":2005,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Boehringer Ingelheim (Canada)","funders":"","keywords":"Vaccination; Medicine; Selection (genetic algorithm); Disease control; Virology; Immunology; Computer science; Artificial intelligence","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":[0.005396499,0.0003779669,0.0006671498,0.0006735034,0.001032518,0.002377426,0.0009187282,0.003749365,0.01915688],"category_scores_gemma":[0.008523826,0.0003090585,0.0007848477,0.0003892092,0.000837783,0.003489295,0.001170169,0.002962768,0.005494322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000857877,"about_ca_system_score_gemma":0.002226985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004650479,"about_ca_topic_score_gemma":0.001781047,"domain_scores_codex":[0.9977109,0.0007550724,0.0001795888,0.0002683846,0.000828168,0.000257811],"domain_scores_gemma":[0.9962305,0.001231767,0.0003737833,0.0001914999,0.000737732,0.001234747],"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":[0.0003987759,0.0006463036,0.01301359,0.001042489,0.0001776188,0.001233418,0.0003674283,0.0009456334,0.008812999,0.01917727,0.1246675,0.8295171],"study_design_scores_gemma":[0.0001891657,0.001655231,0.007323946,0.001617975,0.000233832,0.003202687,0.001500441,0.0008606035,0.003916754,0.03219282,0.9471793,0.0001271832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1142111,0.1334748,0.03972619,0.4997807,0.04318362,0.0009389732,0.0008780672,0.0006072685,0.1671993],"genre_scores_gemma":[0.2993526,0.1233355,0.141238,0.2896446,0.0202698,0.0007917029,0.001422226,0.0003820727,0.1235637],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01915688,"threshold_uncertainty_score":0.06408614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692845294933372,"score_gpt":0.248461060956488,"score_spread":0.2315326080071543,"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."}}