{"id":"W4414281556","doi":"10.17918/00011165","title":"Background, calibration, and validation simulations for SBC dark matter and reactor CEvNS experiments","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dark matter; Neutrino; Bubble chamber; Bubble; Particle (ecology); Weakly interacting massive particles; Neutrino detector; Recoil; Tracking (education)","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":[0.002852099,0.001377348,0.001046994,0.0009868174,0.001489337,0.00176359,0.002326356,0.001771396,0.007497218],"category_scores_gemma":[0.009107477,0.0006134143,0.001222907,0.001156407,0.0008740058,0.001706265,0.001224076,0.002528749,0.00121666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003063826,"about_ca_system_score_gemma":0.00226556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03752029,"about_ca_topic_score_gemma":0.02496494,"domain_scores_codex":[0.9988846,0.0004280169,0.00002824149,0.0001397141,0.000270224,0.0002492934],"domain_scores_gemma":[0.9951687,0.002683246,0.0002649375,0.0003222425,0.001249569,0.0003113298],"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":[0.0003051741,0.0001403402,0.006978879,0.00009663278,0.00005091928,0.0001185969,0.00007017999,0.9637051,0.0007331491,0.01748546,0.00609062,0.004224872],"study_design_scores_gemma":[0.0001318279,0.00007414631,0.001629917,0.00005167457,0.00002575037,0.00002896785,0.00006566957,0.985507,0.001111849,0.006688804,0.004655094,0.00002925341],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7189782,0.002068889,0.07766996,0.004249409,0.0004991306,0.0004862286,0.02055707,0.003197225,0.1722939],"genre_scores_gemma":[0.9398696,0.0005347124,0.03545016,0.000676655,0.00006620606,0.0004841788,0.01223485,0.0008588936,0.00982475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03752029,"threshold_uncertainty_score":0.0746038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770981557093443,"score_gpt":0.2893907982182448,"score_spread":0.2716809826473103,"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."}}