{"id":"W4414453386","doi":"","title":"The DUNE Phase II Detectors","year":2025,"lang":"en","type":"article","venue":"ArXiv.org","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001143613,0.00009876853,0.00008509518,0.00002487915,0.000589521,0.00002935516,0.0001763183,0.00001776002,0.0001877869],"category_scores_gemma":[0.000007069939,0.00006963809,0.00005282383,0.0002228029,0.00004808406,0.00008761784,0.00007736003,0.0001111664,0.0001865612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001194862,"about_ca_system_score_gemma":0.00004732708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002442686,"about_ca_topic_score_gemma":0.000007161543,"domain_scores_codex":[0.9993796,0.00001602952,0.0001544159,0.0001334024,0.00006927194,0.0002473305],"domain_scores_gemma":[0.9996262,0.00005426204,0.00003902307,0.0002134816,0.00002752921,0.00003953467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002798194,0.00006941878,0.9377319,0.000002655263,0.00005880986,4.814063e-7,0.0001395185,0.000002967936,0.01187994,0.001134792,0.001237155,0.04771438],"study_design_scores_gemma":[0.001707332,0.00009030779,0.5028287,0.00002470488,0.0000287013,1.723095e-7,0.000158542,0.0008063575,0.2683525,0.0007678409,0.2249931,0.0002416975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910879,0.00008621427,0.0001970231,0.0003465303,0.0003917836,0.00009201248,0.000002987469,0.00003701634,0.00775857],"genre_scores_gemma":[0.9949695,0.000005527012,0.00002016648,0.00007559757,0.000124321,0.00003255201,0.000004237035,0.000006122645,0.004761937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4349032,"threshold_uncertainty_score":0.4534178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732710314004723,"score_gpt":0.2761388872198522,"score_spread":0.258811784079805,"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."}}