{"id":"W4312224783","doi":"10.1103/physrevd.106.115034","title":"New physics searches with an optical dump at LUXE","year":2022,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Chemistry; Planning and Budgeting Committee of the Council for Higher Education of Israel; Deutsches Elektronen-Synchrotron; National Science Foundation; Azrieli Foundation; Israel Science Foundation; United States-Israel Binational Science Foundation; Minerva Foundation; Weizmann Institute of Science; Vetenskapsrådet; German-Israeli Foundation for Scientific Research and Development; Deutsche Forschungsgemeinschaft","keywords":"Physics; Photon; Electron; Laser; Photon flux; Lepton; Beam dump; Particle physics; Nuclear physics; Beam (structure); Optics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001465088,0.0003254504,0.0005308444,0.001122999,0.0006543617,0.001590984,0.001088527,0.0009415164,0.005362246],"category_scores_gemma":[0.001361344,0.0003183375,0.0003784804,0.00081059,0.001263633,0.00239398,0.004459186,0.001132256,0.0008625173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000702242,"about_ca_system_score_gemma":0.0005145165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002837727,"about_ca_topic_score_gemma":0.0003843639,"domain_scores_codex":[0.9991488,0.0002437228,0.00002027069,0.0001554813,0.0002360693,0.0001956693],"domain_scores_gemma":[0.9993775,0.0001548886,0.0001167444,0.0001755736,0.0000602683,0.0001149255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004786207,0.0007157819,0.04280195,0.0007456311,0.0002619422,0.001951792,0.001483912,0.007729752,0.1891183,0.542165,0.01623475,0.1920049],"study_design_scores_gemma":[0.001954212,0.003305506,0.02714859,0.0003253086,0.0001809711,0.00486342,0.001069735,0.1081913,0.4010012,0.1256569,0.3257537,0.0005491995],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6367459,0.002334878,0.2313434,0.004737329,0.0005190748,0.0004782188,0.002914837,0.004270199,0.1166562],"genre_scores_gemma":[0.8837638,0.0003573632,0.1040225,0.0008615333,0.0001168724,0.0002802412,0.0008312308,0.0001328536,0.009633627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005362246,"threshold_uncertainty_score":0.01793849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021326678030575,"score_gpt":0.3831282879587055,"score_spread":0.3618016099281305,"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."}}