{"id":"W2556418416","doi":"10.18849/ve.v1i4.70","title":"Building a Business Case for EBVM","year":2016,"lang":"en","type":"article","venue":"Veterinary Evidence","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Icon; Art; Library science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08708102,0.0007199363,0.0009953779,0.003878827,0.00851664,0.02286219,0.002932102,0.02787259,0.02470534],"category_scores_gemma":[0.2164972,0.0008520741,0.00102077,0.002627005,0.02572214,0.03342221,0.02110961,0.02420632,0.005604294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0119819,"about_ca_system_score_gemma":0.01846011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003657785,"about_ca_topic_score_gemma":0.003931745,"domain_scores_codex":[0.9242529,0.05491737,0.002215754,0.004178242,0.009931902,0.004503911],"domain_scores_gemma":[0.7498761,0.1927589,0.01112853,0.009920795,0.01831578,0.01799987],"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":[0.0000454951,0.0001069729,0.002099307,0.0002701946,0.00001589555,0.0009825471,0.002649355,0.0005211208,0.0001056439,0.877875,0.08739954,0.02792891],"study_design_scores_gemma":[0.00008206764,0.0001136911,0.001345351,0.00320175,0.00001899831,0.0008291933,0.008697769,0.001981732,0.0003045059,0.5496463,0.4336872,0.00009141669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004108248,0.004307894,0.009446641,0.9099887,0.001601821,0.0001029315,0.00004326728,0.00006269589,0.07033779],"genre_scores_gemma":[0.5793458,0.01164722,0.04185759,0.3161588,0.00744342,0.001146724,0.0002099337,0.0002431196,0.04194738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08708102,"threshold_uncertainty_score":0.460534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2566044462553672,"score_gpt":0.3405715390911747,"score_spread":0.08396709283580744,"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."}}