{"id":"W4410247270","doi":"10.5376/ijmvr.2024.14.0029","title":"Feature Review: Vaccine Development for Major Goat Diseases","year":2024,"lang":"en","type":"article","venue":"International Journal of Molecular Veterinary Research","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Feature (linguistics); Computer science; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009558018,0.00009081462,0.0001603431,0.00006766849,0.00007173193,0.00008787659,0.0005602941,0.00003870084,0.0002679776],"category_scores_gemma":[0.0002838234,0.0000370238,0.0001998955,0.0001708912,0.00002621456,0.0001262086,0.0001848509,0.000183476,0.00003459294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006892524,"about_ca_system_score_gemma":0.0000358487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002955346,"about_ca_topic_score_gemma":0.000001900558,"domain_scores_codex":[0.9986529,0.0001626111,0.000248738,0.0001752262,0.0005451959,0.0002153567],"domain_scores_gemma":[0.9990028,0.0003120482,0.000058912,0.00003284192,0.0004820382,0.0001114168],"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":[0.001159328,0.0001779203,0.00111517,0.0005098272,0.0006495438,0.002924878,0.0000237655,0.000003942559,0.2775169,0.001744921,0.3753669,0.3388069],"study_design_scores_gemma":[0.0001455863,0.0007946504,0.01603824,0.0008630588,0.00002727513,0.0001373753,0.00002381116,0.00005468036,0.0004147494,0.0008729826,0.9805339,0.00009369648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8187091,0.09757168,0.0005124462,0.08130546,0.0008007089,0.0004784687,0.00007545891,0.00003442284,0.0005122662],"genre_scores_gemma":[0.9909059,0.00484538,0.0007530942,0.00124431,0.0008652043,0.00004605545,0.0001142941,0.000003255432,0.001222485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.605167,"threshold_uncertainty_score":0.2934166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007399407403615,"score_gpt":0.4132429189324034,"score_spread":0.312502978192042,"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."}}