{"id":"W3023795611","doi":"10.1016/j.physletb.2021.136455","title":"Safety in darkness: Higgs portal to simple Yukawa systems","year":2021,"lang":"en","type":"article","venue":"Physics Letters B","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Périmètre de physique théorique; Syddansk Universitet; Deutsche Forschungsgemeinschaft; Villum Fonden","keywords":"Physics; Yukawa potential; Dark matter; Higgs boson; Standard Model (mathematical formulation); Coupling (piping); Particle physics; Simple (philosophy); Coupling constant; Theoretical physics; Mathematical physics; Quantum electrodynamics","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":[0.001214845,0.000615892,0.0009311413,0.001125232,0.001181265,0.002115002,0.001001857,0.001302538,0.002688947],"category_scores_gemma":[0.003568818,0.0004553298,0.0009477788,0.0003681598,0.005170512,0.00397671,0.002273455,0.002040338,0.0002583173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008436192,"about_ca_system_score_gemma":0.0005689148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311962,"about_ca_topic_score_gemma":0.000782073,"domain_scores_codex":[0.9997035,0.0001288727,0.00001147862,0.00003297294,0.00006746511,0.00005570638],"domain_scores_gemma":[0.998574,0.0005540712,0.0001798805,0.000272414,0.0001341527,0.0002854085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000485009,0.00003471119,0.0007582673,0.0000315767,0.000009337402,0.0001610191,0.000188102,0.01039107,0.001324387,0.9855781,0.0002181293,0.001256964],"study_design_scores_gemma":[0.00002179987,0.00002756164,0.0002356772,0.000006031712,0.000004596454,0.00004646099,0.00004421407,0.0448714,0.0002381008,0.9542784,0.0002159937,0.000009907863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8683372,0.0005773038,0.0862443,0.001500159,0.00009915283,0.0000424673,0.00007716869,0.0003514546,0.04277075],"genre_scores_gemma":[0.9939791,0.0001167698,0.004013226,0.00007807345,0.00007080299,0.00001665253,0.00002838546,0.00002839092,0.001668537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002688947,"threshold_uncertainty_score":0.008995414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008652378139288569,"score_gpt":0.2251969402629535,"score_spread":0.2165445621236649,"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."}}