{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009940459,0.0007792956,0.0005324279,0.0006594527,0.000435208,0.001299266,0.0009044011,0.0004888568,0.00259749],"category_scores_gemma":[0.003403552,0.000438018,0.0004163056,0.0006052779,0.0003068735,0.0007239925,0.0008026291,0.0005477818,0.0008123407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294162,"about_ca_system_score_gemma":0.0007318293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179807,"about_ca_topic_score_gemma":0.001920752,"domain_scores_codex":[0.9989595,0.0002890047,0.00002917703,0.0001426485,0.0005202536,0.00005928716],"domain_scores_gemma":[0.9985595,0.0007662667,0.0002335841,0.0001465239,0.0002402516,0.00005388817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001991731,0.0002845096,0.02822255,0.0005057476,0.0001714922,0.00101178,0.0003676757,0.4497258,0.2902222,0.0560592,0.004828457,0.1666088],"study_design_scores_gemma":[0.00005726677,0.0003792176,0.004531662,0.0000807069,0.00007256895,0.0006084386,0.00005243696,0.8239185,0.1555887,0.007562474,0.007078993,0.00006901995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1781818,0.001219406,0.8032157,0.0001822151,0.00006765741,0.0001189268,0.0003818499,0.00321001,0.01342238],"genre_scores_gemma":[0.8078978,0.0005330762,0.1866539,0.0001265122,0.00001660976,0.00008701259,0.0005085145,0.0007424981,0.003434076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00259749,"threshold_uncertainty_score":0.009389877,"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."}}