{"id":"W2282431848","doi":"10.1007/s00285-016-0973-9","title":"Disease eradication on large industrial farms","year":2016,"lang":"en","type":"article","venue":"Journal of Mathematical Biology","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Science and Technology Directorate","keywords":"Cohort; Disease; Transmission (telecommunications); Disease Eradication; Disease transmission; Barn; Marek's disease; Biology; Veterinary medicine; Medicine; Virology; Geography; Computer science; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002385028,0.00006438406,0.0002071132,0.00008416925,0.00002630238,0.000003087281,0.0000373227,0.0000831987,0.0008820305],"category_scores_gemma":[0.0007203489,0.00002838229,0.0001032552,0.00004713446,0.00004593329,0.00002727606,0.000009135134,0.0001072427,0.0002929732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000604478,"about_ca_system_score_gemma":0.00006795051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.095564e-7,"about_ca_topic_score_gemma":7.659929e-8,"domain_scores_codex":[0.9993905,0.00004995507,0.0002884761,0.00006519959,0.00008808158,0.0001177554],"domain_scores_gemma":[0.9993026,0.0002059861,0.0001348786,0.0001125743,0.000057779,0.0001862236],"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":[0.003280498,0.009508377,0.09343646,0.00008211198,0.001126547,0.0004203893,0.0001309278,4.508115e-7,0.007568821,0.3313181,0.009303018,0.5438243],"study_design_scores_gemma":[0.03529881,0.009576777,0.04625081,0.002004409,0.001235387,0.001174949,0.00005438003,0.00006937393,0.007343146,0.3164762,0.580072,0.0004437928],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801377,0.00004831789,0.009019715,0.007709789,0.0002411085,0.0001439072,0.00001701428,0.00001290919,0.002669558],"genre_scores_gemma":[0.9986718,0.00003153467,0.0004333314,0.0002460468,0.0003188159,0.000003327034,0.000001387997,0.000005772667,0.0002879879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.570769,"threshold_uncertainty_score":0.9657615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04892095668426244,"score_gpt":0.3388672765283566,"score_spread":0.2899463198440942,"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."}}