{"id":"W4409216420","doi":"10.3138/jvme-52-2-abstracts","title":"2025 AAVMC Catalyze and Iverson Bell Symposium Abstracts","year":2025,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001396014,0.0008297825,0.0003140761,0.0008712295,0.0008024823,0.002524101,0.000753807,0.001967956,0.271789],"category_scores_gemma":[0.001433641,0.000187697,0.0005610436,0.0002926797,0.0003939348,0.0008579444,0.001383513,0.001794805,0.1181064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065881,"about_ca_system_score_gemma":0.001701191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001591042,"about_ca_topic_score_gemma":0.005901307,"domain_scores_codex":[0.999355,0.00006307265,0.00002249272,0.00009904039,0.0003507074,0.0001096487],"domain_scores_gemma":[0.9985904,0.000110896,0.00004824195,0.00005617097,0.0005648287,0.0006293872],"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":[0.0001019249,0.00006654872,0.000260731,0.0001292283,0.000007869776,0.0002343137,0.00003643719,0.00005864275,0.002028893,0.001471857,0.8890797,0.1065238],"study_design_scores_gemma":[0.000006046466,0.00005156636,0.0004730134,0.00007507506,0.000002509543,0.0001341936,0.00004399538,0.00005623677,0.0003803028,0.0002132508,0.9985587,0.000005002653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00801199,0.03396241,0.004228818,0.04076748,0.1986847,0.0004754418,0.001450496,0.001378384,0.7110402],"genre_scores_gemma":[0.01006805,0.006162233,0.001276437,0.002404339,0.008642214,0.00009611993,0.000530034,0.0001384185,0.9706821],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.271789,"threshold_uncertainty_score":0.9092246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187848457499677,"score_gpt":0.3119455254134693,"score_spread":0.2931606796635016,"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."}}