{"id":"W4411656952","doi":"10.51847/8e0qjhxxi4","title":"10.51847/8e0qjhXXI4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flock; Newcastle disease; Genotype; Biology; Virology; Isolation (microbiology); Veterinary medicine; Identification (biology); Virus; Medicine; Genetics; Microbiology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009962327,0.0007967557,0.0004735217,0.001546097,0.00103263,0.001933774,0.0008097629,0.001863245,0.9267934],"category_scores_gemma":[0.0006833363,0.0004257575,0.000322672,0.0008573797,0.0007595146,0.0009704918,0.002558868,0.0007911179,0.8914868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007701357,"about_ca_system_score_gemma":0.0005620664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189327,"about_ca_topic_score_gemma":0.002444423,"domain_scores_codex":[0.9995517,0.00007087112,0.00003924512,0.00008673229,0.0001487116,0.0001027728],"domain_scores_gemma":[0.9994096,0.00008264591,0.00004264907,0.0001140298,0.0001573459,0.0001937158],"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":[0.0005085284,0.0004198011,0.00719616,0.0004241837,0.00002023571,0.0007524198,0.0002367215,0.0003445417,0.0210354,0.003947281,0.2835135,0.6816012],"study_design_scores_gemma":[0.00005910968,0.000114396,0.007663582,0.0001528445,0.000004631246,0.0006485874,0.0001733495,0.0006405156,0.002381787,0.0009373029,0.9872057,0.00001814765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01697573,0.0007774189,0.005189682,0.002573573,0.001247325,0.0004619925,0.004866882,0.003847319,0.9640601],"genre_scores_gemma":[0.008750287,0.0001787486,0.002133569,0.0003252798,0.0001121331,0.00007456354,0.002307276,0.0002539147,0.9858642],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0732066,"threshold_uncertainty_score":0.1044204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007656520944305439,"score_gpt":0.2154372799310235,"score_spread":0.2077807589867181,"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."}}