{"id":"W4392655471","doi":"10.5506/aphyspolbsupp.17.2-a19","title":"T2K Latest Results","year":2024,"lang":"en","type":"article","venue":"Acta Physica Polonica B Proceedings Supplement","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000232435,0.0002026417,0.000252981,0.00009667085,0.000101195,0.0001086694,0.0002022379,0.00006681019,0.0002829812],"category_scores_gemma":[0.0000801246,0.0001636732,0.0001334413,0.0004223725,0.0001186991,0.0001438252,0.0001437292,0.0003712059,0.0001800994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192258,"about_ca_system_score_gemma":0.0001233238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004628881,"about_ca_topic_score_gemma":8.6967e-7,"domain_scores_codex":[0.9982987,0.000003471983,0.0003781534,0.0005251631,0.0003754811,0.000419007],"domain_scores_gemma":[0.9992599,0.00006164842,0.000061283,0.0002613741,0.0001071521,0.0002485733],"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":[0.00003544869,0.0001559835,0.00009338357,0.0001588568,0.00005667907,0.000009745264,0.0002118314,1.848933e-8,0.0200078,0.01329283,0.9659343,0.00004316222],"study_design_scores_gemma":[0.0004546886,0.000264744,0.0003848558,0.0003307425,0.0001255884,0.00004886517,0.00004980454,0.001045667,0.01371743,0.000114506,0.9832975,0.0001656601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02480239,0.00007168717,0.000002328484,0.9644302,0.00008027202,0.0006171798,0.00009671281,0.0007806089,0.009118623],"genre_scores_gemma":[0.9901114,0.0001416317,0.006232794,0.0009243736,0.0005584172,0.0002640626,0.0001668743,0.0000450259,0.001555442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.965309,"threshold_uncertainty_score":0.6674401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02246286719982088,"score_gpt":0.3275738177533253,"score_spread":0.3051109505535045,"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."}}