{"id":"W7017677686","doi":"","title":"Buchan Memories: A Commemoration of Dorothy and Alan Buchan, and a Celebration of the First Twenty-three Buchan Memorial Lectures at the University of Leicester, 2001–23","year":2025,"lang":"en","type":"book","venue":"Figshare","topic":"Classical Studies and Philology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Quarter (Canadian coin); Investment (military); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00006654645,0.000214696,0.0004475902,0.00005168598,0.0005901002,0.00003053543,0.000260157,0.0001785928,0.01313084],"category_scores_gemma":[0.00009878996,0.0001415375,0.0001235755,0.0000401125,0.000300806,0.00005450273,0.0005172965,0.0002040216,0.000005317969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005894364,"about_ca_system_score_gemma":0.00009005849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003614181,"about_ca_topic_score_gemma":0.1161971,"domain_scores_codex":[0.999123,0.0000567457,0.000260064,0.000224571,0.0001933975,0.0001422558],"domain_scores_gemma":[0.9986,0.0003754411,0.0004987131,0.0002763633,0.0002216914,0.00002776875],"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":[0.0001677303,0.00003255245,0.00002910717,0.001389829,0.0002037231,0.000001144872,0.014716,0.000006295904,0.000008675516,0.004955426,0.9777322,0.0007573334],"study_design_scores_gemma":[0.0005745759,0.0002034764,0.0002687997,0.00122847,0.0001513407,0.000001238514,0.0009005556,0.00005514564,0.0001065437,0.00241109,0.9939448,0.0001540143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.006004486,0.01291144,0.000007637083,0.01793712,0.002853881,0.005317664,0.5757927,0.00009597702,0.379079],"genre_scores_gemma":[0.2537964,0.001202856,0.00001641009,0.001451002,0.005585404,0.00009696346,0.0775399,0.0001268427,0.6601843],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4982529,"threshold_uncertainty_score":0.9877713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03489165308940045,"score_gpt":0.2033896841296332,"score_spread":0.1684980310402327,"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."}}