{"id":"W1972176559","doi":"10.3138/jvme.30.4.326","title":"The Use of Information Technology in Large Animal Veterinary Education","year":2003,"lang":"en","type":"review","venue":"Journal of Veterinary Medical Education","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Veterinary medicine; Production (economics); Information technology; Veterinary education; Companion animal; Medical education; Medicine; Computer science; Curriculum; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007856117,0.0002655267,0.0007078035,0.0009716393,0.00004472407,0.00004189257,0.0004406487,0.0005881901,0.00005545038],"category_scores_gemma":[0.00100917,0.000192057,0.0001909771,0.0009060042,0.00009419674,0.0005648487,0.00004500819,0.0009557732,0.00001261396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003707103,"about_ca_system_score_gemma":0.002834849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004602618,"about_ca_topic_score_gemma":7.135615e-7,"domain_scores_codex":[0.9974484,0.0001323003,0.001569174,0.0001000618,0.0004796352,0.0002703686],"domain_scores_gemma":[0.9985681,0.0002070928,0.0005616675,0.0002759721,0.0001914103,0.0001958012],"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":[0.00001353255,0.0002570106,0.000006560734,0.007591248,0.00004561767,0.00000356396,0.00009418902,0.00000658622,0.000005233476,0.0003271112,0.006769311,0.98488],"study_design_scores_gemma":[0.0001288546,0.0003631845,0.00009670862,0.008778833,0.00006976991,0.001218473,0.0001139694,0.0001460635,8.69749e-7,0.00007520755,0.9888458,0.0001623255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004278802,0.9880545,0.0004960175,0.0003480389,0.006406237,0.0003002498,0.000007510135,0.00003363698,0.00007506585],"genre_scores_gemma":[0.002072772,0.9960084,0.001340884,0.00005079427,0.0003337953,0.00007312961,0.00005414818,0.00003246022,0.00003363373],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9847177,"threshold_uncertainty_score":0.7831855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06430811655832892,"score_gpt":0.3523792774182714,"score_spread":0.2880711608599425,"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."}}