{"id":"W6959509793","doi":"10.11575/prism/dspace/41349","title":"Use of Antimicrobial Peptides in Control of Mannheimia haemolytica that Cause Bovine Respiratory Disease","year":2023,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial; Bovine respiratory disease; Antibiotics; Antimicrobial peptides; Biofilm; Bacteria; Antibiotic resistance; Cytotoxic T cell; Minimum inhibitory concentration","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002127339,0.0003592573,0.001022235,0.001426858,0.00003082063,0.000006437037,0.0005167778,0.0003517066,0.0005108747],"category_scores_gemma":[0.0001517539,0.0004536964,0.0003257784,0.000404975,0.0009646351,0.0001749406,0.0002603305,0.0002837425,0.0001935797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712129,"about_ca_system_score_gemma":0.0004022203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005866439,"about_ca_topic_score_gemma":0.005971766,"domain_scores_codex":[0.9981512,0.0002531462,0.0003260933,0.0004639675,0.0004719114,0.000333615],"domain_scores_gemma":[0.9978783,0.0002154627,0.0007715371,0.0008060868,0.000122984,0.0002056213],"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":[0.006402312,0.0008254953,0.09092114,0.001436455,0.001149103,0.003080246,0.0004617661,0.0001108164,0.006642727,0.0005819275,0.8880465,0.0003415317],"study_design_scores_gemma":[0.02151926,0.0005606194,0.2762182,0.01105926,0.004334165,0.0000077085,0.0005633577,0.0008791375,0.002148951,0.00003519898,0.6801382,0.002535908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7865139,0.003647297,0.001344178,0.0004329392,0.001670692,0.009575475,0.03762016,0.003102757,0.1560926],"genre_scores_gemma":[0.546077,0.0006806096,0.001716339,0.0002396817,0.0001917528,0.000001297913,0.0004455653,0.003749955,0.4468978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2908052,"threshold_uncertainty_score":0.9997915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03536737826490709,"score_gpt":0.2245311701688428,"score_spread":0.1891637919039357,"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."}}