{"id":"W4408459959","doi":"10.21083/ruralreview.v7i1.7390","title":"Examining Need, Capacity, and Barriers to Accessing Food Animal Veterinary Services in Underserved Areas of Rural Ontario","year":2023,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Rural area; Capacity building; Business; Veterinary medicine; Medicine; Economic growth; Economics","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":[0.00246795,0.0002628922,0.0005208632,0.002431426,0.001948838,0.001758266,0.001045672,0.0005598235,0.00278619],"category_scores_gemma":[0.01007365,0.0003404436,0.0008258019,0.007472803,0.001008962,0.0008336258,0.001221558,0.0006682678,0.00008357545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04021376,"about_ca_system_score_gemma":0.1148348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845255,"about_ca_topic_score_gemma":0.9958949,"domain_scores_codex":[0.998491,0.0002480124,0.000137364,0.00008092428,0.0005409122,0.0005017132],"domain_scores_gemma":[0.9923604,0.001939515,0.001240663,0.00009267474,0.003178457,0.001188229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003613569,0.0001964184,0.5537998,0.03310059,0.001015805,0.0005191145,0.02599476,0.0008978043,0.0004385817,0.005888523,0.04833942,0.3294479],"study_design_scores_gemma":[0.00007278268,0.0001123974,0.9001325,0.01395049,0.0008478219,0.0001700513,0.02814909,0.000234381,0.00007261157,0.0005576476,0.0556489,0.00005133252],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4596572,0.4633753,0.0004230988,0.03269767,0.0005185566,0.0005468449,0.00638668,0.0000233865,0.03637129],"genre_scores_gemma":[0.7285485,0.2632724,0.0006435023,0.002432,0.000150845,0.0003596078,0.001508158,0.000009296409,0.003075722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04021376,"threshold_uncertainty_score":0.2917727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122308274272083,"score_gpt":0.2996679330891271,"score_spread":0.1874371056619188,"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."}}