{"id":"W4416575634","doi":"10.1139/cjm-2025-0285","title":"Dr. Robert Murray: strong roots in Canadian microbiology—strong global leadership and vision","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Alexander von Humboldt Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; Western University","funders":"","keywords":"Narrative; Globalization; Global Leadership; Foreign policy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004340591,0.000760895,0.0006640953,0.001616327,0.005628944,0.004614734,0.00138548,0.005943376,0.02371743],"category_scores_gemma":[0.01703907,0.000426272,0.0004211305,0.00120485,0.003607231,0.002450133,0.001835106,0.01295466,0.007498296],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01848773,"about_ca_system_score_gemma":0.03847208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4275551,"about_ca_topic_score_gemma":0.6569015,"domain_scores_codex":[0.9951137,0.0005027803,0.0001457194,0.0006134416,0.00271913,0.0009053032],"domain_scores_gemma":[0.9751683,0.001409334,0.0005300803,0.0002464216,0.009473593,0.01317221],"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":[0.00001761766,0.000007141935,0.0005350838,0.00004435055,0.000005736518,0.0001794804,0.0001489945,0.0000194961,0.0001704941,0.001176141,0.9874967,0.01019867],"study_design_scores_gemma":[0.00001196939,0.00002072478,0.001910964,0.0002161103,0.00001171046,0.0009305924,0.001014016,0.00006543505,0.0003014307,0.001466805,0.9940028,0.00004753747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005612126,0.02208887,0.0004196867,0.9304771,0.03599164,0.0000204955,0.00008438239,0.0000934837,0.0102631],"genre_scores_gemma":[0.0433974,0.05773579,0.003027855,0.5866853,0.03146957,0.00004774236,0.0001988514,0.0003182721,0.2771192],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9815122,"threshold_uncertainty_score":0.8501329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967817624873128,"score_gpt":0.2647028906694022,"score_spread":0.2450247144206709,"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."}}