{"id":"W6945594189","doi":"10.25446/oxford.25923136","title":"Jim Howard's RAF Service","year":2024,"lang":"en","type":"other","venue":"University of Oxford","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Service (business); Grammar school; National service; Wife; Wish; Evening","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":[],"consensus_categories":[],"category_scores_codex":[0.00002474945,0.0001230278,0.0001489311,0.0000554409,0.00001829186,0.000003495945,0.0001991437,0.0001839759,0.0002231063],"category_scores_gemma":[0.000002380837,0.0001397987,0.00009194489,0.00004726835,0.00005190985,1.139319e-7,0.000229824,0.00005116788,0.00006060161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005412193,"about_ca_system_score_gemma":0.00003892431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002456306,"about_ca_topic_score_gemma":0.0006420072,"domain_scores_codex":[0.9995595,0.000009246338,0.0000459312,0.0002275652,0.00005429492,0.000103485],"domain_scores_gemma":[0.9996479,0.000001306279,0.00005777243,0.0002300455,0.00003041022,0.00003263353],"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":[0.00002642933,0.00001972683,0.0001220764,0.0002145974,0.0004204596,0.00001017707,0.0001157843,0.00000343648,0.01010496,0.0001440445,0.9881032,0.0007151532],"study_design_scores_gemma":[0.0001734327,0.00005179478,0.0001193471,0.00003981883,0.0000743341,0.000001753349,0.0001935511,0.000002346225,0.0005063752,0.00003545245,0.9986601,0.0001417233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005821406,0.00660329,0.0001779212,0.0002410318,0.0003345148,0.0001412715,0.0002700152,0.00001385516,0.9863967],"genre_scores_gemma":[0.01333083,0.003938328,0.001410677,0.000104545,0.0002149652,1.568604e-7,0.00007236977,0.0001384583,0.9807897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01055691,"threshold_uncertainty_score":0.5700826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00835979761040793,"score_gpt":0.1907527578854153,"score_spread":0.1823929602750074,"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."}}