{"id":"W4253047022","doi":"10.3138/jvme.35.3.412","title":"Abstracts of Posters Presented at the 2008 AAVMC Educational Symposium","year":2008,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Melbourne","keywords":"Medical education; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002110245,0.00007304785,0.0001449737,0.000168479,0.0003123532,0.00001511112,0.0006180051,0.0001184196,0.001582477],"category_scores_gemma":[0.003653031,0.00005312827,0.0001067473,0.0002910725,0.0008461203,0.0002477448,0.00008019584,0.0003431643,0.00002013783],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002714598,"about_ca_system_score_gemma":0.005957942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004775852,"about_ca_topic_score_gemma":0.00004467321,"domain_scores_codex":[0.9969094,0.0003987652,0.0005682137,0.00009592919,0.001821498,0.0002062],"domain_scores_gemma":[0.9976847,0.0007205238,0.0004633791,0.000170788,0.000636843,0.000323724],"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":[0.0004270174,0.002419595,0.008846824,0.00008463681,0.00008859774,0.00009858459,0.02160894,0.00001715261,0.00867544,0.0008401033,0.9396158,0.01727723],"study_design_scores_gemma":[0.000727841,0.001422892,0.1707273,0.0007209337,0.00004204837,0.00599894,0.008294636,0.0000270723,0.001904094,0.001169442,0.8086955,0.0002693083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.850155,0.0005213452,0.00001438688,0.1390402,0.001249025,0.0001702226,0.000001717153,0.000006940748,0.008841186],"genre_scores_gemma":[0.9938759,0.001676274,0.0004017719,0.0004148537,0.0008834981,0.0000120799,0.000004055388,0.00000858969,0.002722989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1618805,"threshold_uncertainty_score":0.9996774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1611548315811108,"score_gpt":0.4863001362884904,"score_spread":0.3251453047073796,"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."}}