{"id":"W6945507064","doi":"10.25446/oxford.25781670","title":"53655: Men of the Lancashire Fusiliers on the Western Front, near Messines, Belgium, c. 1917","year":2024,"lang":"en","type":"other","venue":"University of Oxford","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Population; Quarter (Canadian coin); Ethnic group","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002196568,0.0003674594,0.0005266279,0.000226158,0.0001500054,0.00002465482,0.001455339,0.0003316817,0.002538521],"category_scores_gemma":[0.00002366951,0.0002498869,0.0003529093,0.0003378385,0.0008263724,0.00005349905,0.0004904452,0.0004698776,0.001592538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000171407,"about_ca_system_score_gemma":0.0002028648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002541391,"about_ca_topic_score_gemma":0.003325883,"domain_scores_codex":[0.9983674,0.0001718411,0.0001621686,0.0004118171,0.0005933809,0.0002934273],"domain_scores_gemma":[0.9981478,0.00006396104,0.0005068939,0.001154472,0.000058722,0.00006814981],"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":[0.000102596,0.00005894462,0.001375614,0.0002006404,0.0004329367,0.00002550285,0.001366982,0.000008354162,0.00004698251,0.0005793622,0.9955605,0.0002415607],"study_design_scores_gemma":[0.0004672027,0.00004618236,0.002165135,0.0008607262,0.0003954744,0.000002748069,0.001333996,0.00003791065,0.00003812126,0.0000561576,0.9943491,0.0002472919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002891806,0.0006231057,0.000007592858,0.001126406,0.0003651558,0.0005995191,0.001518961,0.0001886722,0.9926788],"genre_scores_gemma":[0.007510591,0.0001313714,0.00012887,0.00007648253,0.0001054716,3.401129e-7,0.0000367013,0.0004692044,0.991541],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.004618785,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262206963167561,"score_gpt":0.2043232647082786,"score_spread":0.1917011950766029,"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."}}