{"id":"W4411014096","doi":"10.20944/preprints202506.0166.v1","title":"Characterization of Antimicrobial Resistance in &lt;i&gt;Campylobacter&lt;/i&gt; Species from Broiler Chicken Litter","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norges Forskningsråd; Alberta Agriculture and Forestry; Public Health Agency of Canada","keywords":"Broiler; Campylobacter; Antimicrobial; Litter; Antibiotic resistance; Biology; Microbiology; Veterinary medicine; Food science; Antibiotics; Bacteria; Medicine; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001963501,0.0002432317,0.0002104153,0.0009426685,0.0003731492,0.0005005202,0.0002669804,0.0002771335,0.0005016668],"category_scores_gemma":[0.0003812425,0.0001501697,0.0001979948,0.0004624847,0.0002487627,0.0001693573,0.000155734,0.0002100689,0.0002080274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005412888,"about_ca_system_score_gemma":0.000536258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05177241,"about_ca_topic_score_gemma":0.07222971,"domain_scores_codex":[0.9998021,0.00001019031,0.00001990828,0.00006088849,0.00006335865,0.00004353322],"domain_scores_gemma":[0.9995635,0.00004042446,0.0001358824,0.00001942543,0.0001637391,0.0000771203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001840618,0.0001079844,0.4759338,0.00009967911,0.00002775311,0.0007078125,0.0009462933,0.00007654348,0.5141671,0.00002624235,0.000110383,0.007612235],"study_design_scores_gemma":[0.000001877667,0.0002254045,0.9829351,0.00001151716,0.00001987378,0.0005895973,0.0005858949,0.0001149582,0.01497841,0.000004557789,0.0005277506,0.000005084542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989138,0.000144374,0.0002010997,0.00001243062,0.000004025364,0.00002056993,0.0003252949,0.000004091906,0.0003742949],"genre_scores_gemma":[0.9968932,0.0002216634,0.000759366,0.00004473829,0.000003836109,0.00001405954,0.001108752,0.000004856538,0.0009495253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05177241,"threshold_uncertainty_score":0.1029421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05303741239602405,"score_gpt":0.2621433500356834,"score_spread":0.2091059376396593,"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."}}