{"id":"W6926781006","doi":"10.25446/oxford.24969261.v1","title":"1076: Pte Sidney John Crook (watch)","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front (military); Clearing; Front line; Queen (butterfly); Adversary","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002702456,0.0002674039,0.0003081332,0.0001766953,0.00004731242,0.001175729,0.002763025,0.0002428008,0.004041336],"category_scores_gemma":[0.00001969277,0.0002443634,0.00008201362,0.000313468,0.00003939771,0.000141091,0.001544727,0.0002463829,0.01108878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003473071,"about_ca_system_score_gemma":0.0001571519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001634328,"about_ca_topic_score_gemma":0.00004837252,"domain_scores_codex":[0.9984855,0.0000567407,0.0002280099,0.0007560418,0.0002176042,0.0002560787],"domain_scores_gemma":[0.9987609,0.00001881377,0.0001527181,0.0009252558,0.00003084564,0.0001114671],"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":[7.812465e-7,0.00001777901,0.000001646834,0.00001395603,0.00002895531,0.00003668045,0.0001285609,0.0000267147,0.000003117566,0.0006944504,0.9560283,0.04301907],"study_design_scores_gemma":[0.00008830061,0.00002846295,8.992722e-7,0.0003453074,0.00001181947,0.00001142688,0.0000022299,0.004480757,0.0002693793,0.0006356622,0.9938033,0.0003224464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[5.253051e-7,0.0005658552,0.2028455,0.0004310188,0.0005207109,0.000301855,0.00001416837,0.0001345472,0.7951859],"genre_scores_gemma":[0.00002549866,0.00004690617,0.3147886,0.0001389732,0.0001456153,0.00001121831,0.00001262125,0.0001358228,0.6846948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1119431,"threshold_uncertainty_score":0.9998611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347041147429338,"score_gpt":0.3148080018190245,"score_spread":0.2813375903447312,"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."}}