{"id":"W7104587986","doi":"10.1007/978-3-032-00313-3_15","title":"Building Risk Communication Capacity for Veterinary Professionals: Insights from Teaching Strategies and Veterinary Practitioners","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Experiential learning; Public health; Service (business); Risk communication; Pandemic; Welfare; Animal welfare; Health professionals; Risk management; Key (lock)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005242098,0.0003546513,0.0002446652,0.0007799389,0.002867014,0.008744583,0.001362491,0.002079348,0.00752712],"category_scores_gemma":[0.009778075,0.0003016226,0.0002586014,0.0006317577,0.004785974,0.005244408,0.004154294,0.003680274,0.0009931169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003183142,"about_ca_system_score_gemma":0.009271328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003692802,"about_ca_topic_score_gemma":0.007804179,"domain_scores_codex":[0.9976324,0.001439424,0.00004365912,0.0001176348,0.0005199486,0.0002469637],"domain_scores_gemma":[0.9886793,0.009043869,0.0003705767,0.0001832472,0.0007652568,0.0009577815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000357942,0.0005027309,0.004775584,0.0005949819,0.00001134925,0.001300237,0.3256061,0.0008806578,0.001515284,0.3170278,0.06426719,0.2834823],"study_design_scores_gemma":[0.00002307029,0.0001650914,0.007854312,0.002951193,0.0000173345,0.001996784,0.3190953,0.001690314,0.001162798,0.1772961,0.4876898,0.00005781525],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1127206,0.01672225,0.02537456,0.08070941,0.0007892004,0.0002813821,0.00005595414,0.0001323223,0.7632143],"genre_scores_gemma":[0.7817354,0.0139437,0.03134817,0.01014456,0.0002640015,0.000297145,0.00008664466,0.000115575,0.1620648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008744583,"threshold_uncertainty_score":0.02772319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3008989300010051,"score_gpt":0.4969421295110718,"score_spread":0.1960431995100667,"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."}}