{"id":"W6931664435","doi":"10.5281/zenodo.6781227","title":"Correlated backgrounds for near-surface Inverse Beta Decay detectors","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Intramuscular injections and effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oak Ridge National Laboratory; Detector; Electromagnetic shielding; Neutron flux; Neutron; Cosmic ray; Monte Carlo method; Flux (metallurgy); Residual","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007439341,0.0001385002,0.000179542,0.0001050163,0.004130671,0.0002756534,0.0003545246,0.00006105475,0.0152909],"category_scores_gemma":[0.0001769081,0.000148113,0.0001199926,0.000799687,0.0001204964,0.0001095288,0.0005787475,0.0004148726,0.001832614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003436413,"about_ca_system_score_gemma":0.00001369817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002983378,"about_ca_topic_score_gemma":5.156619e-7,"domain_scores_codex":[0.9984037,0.0002689594,0.0002147047,0.0003657591,0.0003664159,0.0003804382],"domain_scores_gemma":[0.9988904,0.00003812767,0.00007621397,0.0004088697,0.000395064,0.0001913497],"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":[0.001945593,0.001072362,0.00009892842,0.000445896,0.0005967536,0.0001390967,0.004122871,0.006506502,0.05077321,0.006986186,0.8402537,0.08705891],"study_design_scores_gemma":[0.00156742,0.001310607,0.0004409818,0.00001721338,0.00007572282,0.0004256418,0.000610451,0.007599554,0.001471287,0.00002347877,0.986288,0.0001697164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9351513,0.0001174531,0.005545089,0.001045913,0.00057879,0.001799318,0.0002706466,0.00121132,0.05428012],"genre_scores_gemma":[0.9922124,0.00001663093,0.0008746225,0.0003688852,0.0001211187,3.025822e-7,0.002041423,0.001328113,0.003036482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1460342,"threshold_uncertainty_score":0.9989446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02851806504401979,"score_gpt":0.2529092625709139,"score_spread":0.2243911975268941,"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."}}