{"id":"W7064624710","doi":"","title":"Characterization of the interactions between mammary pathogenic Escherichia coli and bovine microbiome","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Electrical and Electromagnetic Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Escherichia coli; Pathogenic bacteria; Pathogenic Escherichia coli; Microbiome; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0006582801,0.0001742761,0.0003480645,0.0003383821,0.0003790449,0.0009856805,0.0001817448,0.0004320051,0.002398092],"category_scores_gemma":[0.001105288,0.0001896794,0.0001986007,0.0004676277,0.0001293224,0.0002367285,0.0005045503,0.0003896202,0.0006899359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003419841,"about_ca_system_score_gemma":0.0006010454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00441807,"about_ca_topic_score_gemma":0.006670384,"domain_scores_codex":[0.9994817,0.0001067988,0.00002100725,0.0001128724,0.0001795188,0.0000980464],"domain_scores_gemma":[0.9995039,0.0001354003,0.0001018038,0.00001972777,0.0001390848,0.0001002091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009474009,0.0002810719,0.5007676,0.000170537,0.00008447055,0.0001800994,0.0009174449,0.000172626,0.4470776,0.00017566,0.001286698,0.04793879],"study_design_scores_gemma":[0.000005752678,0.0004655609,0.9742807,0.00004150382,0.00004908722,0.0001859749,0.001365957,0.0002390609,0.01931919,0.0000764018,0.003962173,0.000008716315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937237,0.001409962,0.0007720561,0.0003188278,0.00004198098,0.00002377705,0.0009252034,0.00001016374,0.002774371],"genre_scores_gemma":[0.9877046,0.001931817,0.002525669,0.0005159393,0.00004297282,0.00005335507,0.001673584,0.00001837848,0.005533769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00441807,"threshold_uncertainty_score":0.008784711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025298971166552,"score_gpt":0.2403290755807025,"score_spread":0.230076085869037,"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."}}