{"id":"W2888246898","doi":"10.3390/v10080437","title":"Shell-Less Egg Syndrome (SES) Widespread in Western Canadian Layer Operations Is Linked to a Massachusetts (Mass) Type Infectious Bronchitis Virus (IBV) Isolate","year":2018,"lang":"en","type":"article","venue":"Viruses","topic":"Animal Virus Infections Studies","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Calgary","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Virology; Infectious bronchitis virus; Bronchitis; Avian infectious bronchitis virus; Virus; Coronavirus disease 2019 (COVID-19); Biology; Medicine; Infectious disease (medical specialty); Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001635124,0.0002754925,0.0003041717,0.0001242343,0.0006631526,0.0001936082,0.0002892674,0.0001937786,0.001053364],"category_scores_gemma":[0.000153072,0.0001450747,0.00007056873,0.001064985,0.0001319801,0.0003101574,0.0001193484,0.0002203074,0.002618641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002073873,"about_ca_system_score_gemma":0.00006107854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4408493,"about_ca_topic_score_gemma":0.9441066,"domain_scores_codex":[0.998291,0.0001068597,0.0003326858,0.0004949712,0.0001799595,0.0005944819],"domain_scores_gemma":[0.9992296,0.0001308001,0.00004705562,0.000139085,0.000169834,0.000283606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000645785,0.0001752421,0.6458492,0.000008855061,0.0001079362,0.0000773761,0.001227235,0.00009091599,0.340528,0.0001797895,0.005417289,0.006273603],"study_design_scores_gemma":[0.0002256524,0.001373361,0.8488113,0.00008930037,0.00003283078,0.00005451327,0.0002542497,0.00005641327,0.00418401,0.0001627571,0.144152,0.0006036191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949917,0.000114379,0.00001001592,0.001468142,0.0004586409,0.0004164464,0.0002496215,0.0001452111,0.002145839],"genre_scores_gemma":[0.9929809,0.0001033911,0.00007773994,0.005893357,0.0002801866,0.00006770071,0.00001110425,0.000006038753,0.0005796119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5032573,"threshold_uncertainty_score":0.9998598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04728417864451413,"score_gpt":0.2742656506703713,"score_spread":0.2269814720258572,"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."}}