{"id":"W4294990809","doi":"10.2460/ajvr.22.08.0134","title":"Strengthening the relationships at the core of veterinary medicine","year":2022,"lang":"en","type":"article","venue":"American Journal of Veterinary Research","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Veterinary medicine; Core (optical fiber); Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01425991,0.0001381599,0.0004053804,0.0003134853,0.005881568,0.000007306015,0.0008819007,0.00002802419,0.002199409],"category_scores_gemma":[0.001903358,0.00007641756,0.0001124,0.001206187,0.001611011,0.0001711681,0.001353923,0.003220498,0.00004196726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003626015,"about_ca_system_score_gemma":0.0004745129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003021476,"about_ca_topic_score_gemma":0.000006943039,"domain_scores_codex":[0.9884946,0.008424571,0.001053245,0.0001795441,0.001334421,0.0005136699],"domain_scores_gemma":[0.9841776,0.01309402,0.001317045,0.0005885699,0.0007010351,0.000121701],"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":[0.01938166,0.000837949,0.1395075,0.0003844377,0.001177993,0.0008660571,0.3195272,0.0004614815,0.05465851,0.001631364,0.3993075,0.06225821],"study_design_scores_gemma":[0.0005701983,0.01667828,0.04313043,0.0001439285,0.00004493783,0.001864687,0.426461,0.00002825772,0.000004807335,0.0002283398,0.5107506,0.00009459977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654711,0.001537834,0.00001164982,0.02814667,0.0007282769,0.0003263085,0.00001485859,0.000008540377,0.003754764],"genre_scores_gemma":[0.9949703,0.0006102002,0.0001507256,0.0004009659,0.000510757,0.000123368,0.00000440992,0.00002633802,0.003202901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1114431,"threshold_uncertainty_score":0.9990791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7562856349047015,"score_gpt":0.6176555164601909,"score_spread":0.1386301184445106,"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."}}