{"id":"W1503181491","doi":"10.1108/09504121011045773","title":"Martindale's: The “Virtual” Veterinary Reference Center","year":2010,"lang":"en","type":"article","venue":"Reference Reviews","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Center (category theory); Veterinary medicine; Medicine; Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002806715,0.0001663148,0.0003067492,0.00006251759,0.0009703509,0.0001296882,0.0006694949,0.0001228885,0.0006249762],"category_scores_gemma":[0.000629015,0.0000990089,0.0001059939,0.0003860528,0.0003408715,0.000347311,0.0001400367,0.0004731143,0.002305576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002864638,"about_ca_system_score_gemma":0.00008304702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004375672,"about_ca_topic_score_gemma":0.001819866,"domain_scores_codex":[0.9979984,0.0003952914,0.0005698246,0.000207423,0.0004129164,0.0004161415],"domain_scores_gemma":[0.9986789,0.0001294977,0.0003234401,0.0005497761,0.0002103249,0.0001080489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001764595,0.00009249752,0.01643733,0.000186419,0.00004869764,0.000004306592,0.03174331,1.898567e-7,0.0006461748,0.4322872,0.04249918,0.4760371],"study_design_scores_gemma":[0.0000709474,0.00003174685,0.00474987,0.00008006144,0.000007209656,0.000005544918,0.002221212,7.557192e-7,0.000004214963,0.0003203845,0.9923757,0.000132333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1335728,0.002929826,0.00006391777,0.005352289,0.001902084,0.001825137,0.0000250353,0.000206594,0.8541223],"genre_scores_gemma":[0.977271,0.01584691,0.0001906925,0.0005774474,0.0002650309,0.000217231,0.000009151274,0.000008366257,0.005614137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9498765,"threshold_uncertainty_score":0.9984713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245517151039467,"score_gpt":0.3729178938912036,"score_spread":0.2483661787872569,"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."}}