{"id":"W4396756590","doi":"10.1017/9781805433224.011","title":"Announcement and Details of the Derek Brewer Prize","year":2024,"lang":"en","type":"other","venue":"","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Computer science; Art; Art history","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004680263,0.001651845,0.001475747,0.002150907,0.002280845,0.009621722,0.001760318,0.00438615,0.3736086],"category_scores_gemma":[0.008075547,0.0005143552,0.0008941678,0.001359018,0.0005765716,0.003246647,0.00455495,0.004397095,0.337166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002000894,"about_ca_system_score_gemma":0.003648909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874405,"about_ca_topic_score_gemma":0.003289314,"domain_scores_codex":[0.9972216,0.0002723504,0.0001467554,0.0003274441,0.001390661,0.0006411563],"domain_scores_gemma":[0.9956343,0.0002302593,0.0001706315,0.0002614809,0.0009999757,0.002703348],"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":[0.00008276416,0.00004330665,0.00006428631,0.0000522646,0.000002304848,0.00005311221,0.00001127007,0.00004927978,0.0001644705,0.002667721,0.9733495,0.02345969],"study_design_scores_gemma":[0.00001896955,0.00004344232,0.0006231903,0.00004391309,0.000001584933,0.00005365726,0.00003103575,0.00006251597,0.00008255484,0.0009507561,0.998076,0.00001226565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004138417,0.01608876,0.001987878,0.0587988,0.2770354,0.001147282,0.009158955,0.002054839,0.6295897],"genre_scores_gemma":[0.006665075,0.003876083,0.0008458417,0.005505303,0.02104656,0.0004631248,0.003680562,0.0006440257,0.9572735],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3736086,"threshold_uncertainty_score":0.8934713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725145638327773,"score_gpt":0.2011026927502182,"score_spread":0.1838512363669404,"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."}}