{"id":"W4224979551","doi":"10.3390/vaccines10050685","title":"Live-Attenuated Oral Vaccines to Reduce Campylobacter Colonization in Poultry","year":2022,"lang":"en","type":"article","venue":"Vaccines","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Livestock and Meat Agency; Canadian Poultry Research Council","keywords":"Colonization; Campylobacter jejuni; Campylobacteriosis; Campylobacter; Biology; Feces; Microbiology; Mutant; Poultry farming; Bacteria; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000363714,0.0001713724,0.0002790457,0.00004660257,0.000216125,0.00002776145,0.0003486748,0.00007400435,0.002368961],"category_scores_gemma":[0.000166297,0.00007756025,0.00006199933,0.001004605,0.000006286139,0.00009024512,0.0002272383,0.0001626968,0.000118335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006884908,"about_ca_system_score_gemma":0.00001139084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308457,"about_ca_topic_score_gemma":0.001124397,"domain_scores_codex":[0.998418,0.0003076484,0.0003364205,0.000423998,0.0001313611,0.000382613],"domain_scores_gemma":[0.999442,0.0002054399,0.00009228649,0.00008623238,0.00007201869,0.0001019981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000222402,0.0001271929,0.8859555,0.000003086626,0.000007923589,0.00001459452,0.0001995898,0.0002343835,0.08697852,0.0000417069,0.0129948,0.01322034],"study_design_scores_gemma":[0.0002621429,0.0002886007,0.963078,0.000005906449,0.000007508324,0.00002778364,0.0009691772,0.00007880668,0.0003590952,0.0002110673,0.03449504,0.0002169369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901544,0.0001217824,0.000001834217,0.008661319,0.0004397496,0.0003051023,0.00004057123,0.00009404009,0.0001812102],"genre_scores_gemma":[0.9961773,0.00002169158,0.00005881579,0.002349335,0.0002670824,0.000106344,0.000198298,0.000002322435,0.0008188542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08661943,"threshold_uncertainty_score":0.998543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02757127906587043,"score_gpt":0.258631793432231,"score_spread":0.2310605143663605,"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."}}