{"id":"W4416909564","doi":"10.1002/vetr.6022","title":"How do accessible veterinary care providers evaluate programmes and engage communities? Results of a qualitative analysis of Canadian service providers","year":2025,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Service provider; Qualitative research; Qualitative analysis; Health care; Service (business); Animal health; Healthcare service","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003675926,0.0002034643,0.0004003694,0.0007564786,0.0001633093,0.00007201872,0.0002442627,0.0001064643,0.000008642035],"category_scores_gemma":[0.0001542215,0.0001993834,0.0001304458,0.0008568073,0.0001901694,0.00002989532,0.0002825189,0.0001381755,3.681369e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000460337,"about_ca_system_score_gemma":0.0001917862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07062794,"about_ca_topic_score_gemma":0.1419227,"domain_scores_codex":[0.9983803,0.0005855685,0.0003745234,0.0003096765,0.000115956,0.0002339544],"domain_scores_gemma":[0.9986045,0.0001239793,0.0002570066,0.0004311589,0.0005099875,0.00007338487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.01255843,0.0004360397,0.01939965,0.005321849,0.01625906,0.00007627958,0.251335,0.000115633,0.6084415,0.00009715917,0.005595946,0.08036342],"study_design_scores_gemma":[0.002572975,0.0106096,0.01815757,0.0005395917,0.001540205,0.0000198384,0.7242546,0.0003972056,0.01880669,0.00004745661,0.222275,0.0007792619],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995138,0.001165733,0.00001512042,0.0006435757,0.00009060984,0.0004200684,0.0003100911,0.00001143581,0.002205312],"genre_scores_gemma":[0.9978809,0.0002891663,0.0008652565,0.0001382755,0.00001354585,0.0001142705,0.0002430673,0.00001445293,0.0004410018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5896348,"threshold_uncertainty_score":0.9355608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188466771395279,"score_gpt":0.4360262144235427,"score_spread":0.3171795372840148,"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."}}