{"id":"W4224044135","doi":"10.1016/j.oneear.2022.03.005","title":"Clarifying core competencies in One Health doctoral education: The central contribution of systems thinking","year":2022,"lang":"en","type":"article","venue":"One Earth","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Cegep de Saint Hyacinthe","funders":"Université de Montréal","keywords":"Core competency; Core (optical fiber); Psychology; Engineering ethics; Pedagogy; Sociology; Computer science; Engineering; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0329632,0.0004760453,0.0005885308,0.002170035,0.003945152,0.009891953,0.001592604,0.00255528,0.005004934],"category_scores_gemma":[0.04709054,0.0003877889,0.0005347535,0.001153581,0.008009087,0.007115666,0.01244579,0.006123559,0.0006039732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007075953,"about_ca_system_score_gemma":0.04975094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290674,"about_ca_topic_score_gemma":0.004794116,"domain_scores_codex":[0.9847534,0.01060045,0.0006392033,0.0008066513,0.001941449,0.001258865],"domain_scores_gemma":[0.9286053,0.04419832,0.003905681,0.003053228,0.006462456,0.01377501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001978346,0.001391909,0.02054951,0.003137262,0.0001427176,0.0004896477,0.1019309,0.003744873,0.002957016,0.4279512,0.01908781,0.4184194],"study_design_scores_gemma":[0.00007294332,0.000351731,0.01289747,0.00322716,0.00005468399,0.0003884062,0.05671891,0.003658695,0.003113397,0.8543251,0.06509278,0.00009871329],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3748689,0.01318477,0.1386902,0.284064,0.002932547,0.0009257963,0.0001618576,0.0003016055,0.1848702],"genre_scores_gemma":[0.9144242,0.003793929,0.06704352,0.008488533,0.0002787077,0.000375659,0.00009257308,0.0000481557,0.005454616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0329632,"threshold_uncertainty_score":0.1743281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06670353791625111,"score_gpt":0.3113755040110701,"score_spread":0.244671966094819,"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."}}