{"id":"W6927203460","doi":"10.25446/oxford.24763203","title":"69939: Field glasses, Edward Sykes","year":2023,"lang":"en","type":"other","venue":"University of Oxford","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mutiny; Officer; Spanish Civil War; Horseback riding; World War II; Fell; Field (mathematics)","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":[0.0000708794,0.0002096666,0.0003667656,0.0005078209,0.00005134011,0.000006901159,0.0005383011,0.0003572363,0.00829604],"category_scores_gemma":[0.00005325652,0.0002677408,0.0001841124,0.000286596,0.0001152617,0.00005879281,0.0002095515,0.0002068494,0.004087036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083649,"about_ca_system_score_gemma":0.0001077238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005031471,"about_ca_topic_score_gemma":0.01588614,"domain_scores_codex":[0.9990748,0.00003332444,0.00008065241,0.0002968006,0.0002709203,0.0002435125],"domain_scores_gemma":[0.9991069,0.00009722283,0.0002256768,0.000445152,0.00003946827,0.00008558248],"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":[0.00003825381,0.00002952091,0.001111138,0.00007942492,0.0001824938,0.0001057823,0.00008952169,0.000001589636,0.00001602393,0.0007013833,0.9963453,0.001299572],"study_design_scores_gemma":[0.0003665417,0.00006111452,0.000399658,0.0002515201,0.0001153073,0.000001444043,0.0003954953,0.000008019625,0.00002802124,0.00003800987,0.9980856,0.0002492561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002084739,0.0001139024,0.0001541422,0.000141944,0.0003446273,0.0001821804,0.0004310549,0.001385321,0.9970384],"genre_scores_gemma":[0.000607361,0.000503367,0.0009065684,0.00002140791,0.000113673,6.693046e-8,0.00004348165,0.0008092804,0.9969948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01085467,"threshold_uncertainty_score":0.9999775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01200035599305592,"score_gpt":0.2128785752247371,"score_spread":0.2008782192316812,"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."}}