{"id":"W4248341783","doi":"10.3138/jvme.47.6.note","title":"AAVMC Notes","year":2020,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009574833,0.0004455803,0.0004353024,0.001513799,0.001600013,0.003481897,0.001341017,0.002430094,0.8207718],"category_scores_gemma":[0.008124182,0.0002518395,0.0003543156,0.0008580543,0.0005071312,0.001318038,0.002128496,0.002115007,0.6222317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009365121,"about_ca_system_score_gemma":0.003812793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005397589,"about_ca_topic_score_gemma":0.01285395,"domain_scores_codex":[0.9990393,0.00008393471,0.00005091811,0.0001071212,0.0005504003,0.0001682134],"domain_scores_gemma":[0.9957114,0.0006090472,0.000196028,0.0003953961,0.001648028,0.001440128],"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":[0.00001524531,0.00004402841,0.0002008375,0.00004204171,8.609829e-7,0.00009066721,0.00002590277,0.00001337816,0.0001323035,0.00174643,0.9574962,0.04019205],"study_design_scores_gemma":[0.000003787791,0.000005687504,0.0002256864,0.00003930202,6.364228e-7,0.00008017045,0.00004328313,0.00001916067,0.0000659902,0.0003766625,0.9991373,0.000002328382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006405083,0.0006732668,0.0004447968,0.0106755,0.01252304,0.0001466388,0.002246481,0.0006600929,0.9719896],"genre_scores_gemma":[0.00209196,0.0002692886,0.0001634831,0.002641345,0.001253994,0.00003784023,0.0007073998,0.000113398,0.9927214],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1792282,"threshold_uncertainty_score":0.2556474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1367544399473746,"score_gpt":0.4150566866026791,"score_spread":0.2783022466553046,"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."}}