{"id":"W4281551101","doi":"10.1097/hp.0000000000001581","title":"Analysis of ICNIRP 2020 Basic Restrictions for Localized Radiofrequency Exposure in the Frequency Range above 6 GHz","year":2022,"lang":"en","type":"article","venue":"Health Physics","topic":"Electromagnetic Fields and Biological Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Beam (structure); Range (aeronautics); Physics; Energy (signal processing); Power (physics); Materials science; Environmental science; Computational physics; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000485771,0.0001095008,0.000271157,0.00003984707,0.0001820465,0.000005691389,0.000235551,0.00006990564,0.00002493097],"category_scores_gemma":[0.000062753,0.00008147412,0.0002046893,0.0008374516,0.00004481717,0.000002004509,0.00003845579,0.0001814088,3.114127e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003021224,"about_ca_system_score_gemma":0.0001493047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003589002,"about_ca_topic_score_gemma":0.0001152293,"domain_scores_codex":[0.9986739,0.0003556091,0.0002876013,0.0002697626,0.0001419175,0.0002712779],"domain_scores_gemma":[0.99933,0.0001108561,0.000152493,0.0003233811,0.00004142541,0.00004186272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001493418,0.004138067,0.1030844,0.0008630182,0.001964407,0.00003046067,0.002780694,0.008845671,0.6773886,0.03233691,0.04281012,0.1242642],"study_design_scores_gemma":[0.03167745,0.2357153,0.3967675,0.0001829911,0.004310977,0.0001063355,0.005226105,0.02546529,0.02844849,0.07427662,0.1928101,0.00501284],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853471,0.005563931,0.003942006,0.003248731,0.0001305838,0.001072635,0.0002673251,0.00001088749,0.0004168056],"genre_scores_gemma":[0.9956166,0.0006153351,0.0004730755,0.002402085,0.0001361268,0.0003266162,0.0003842319,0.000008159693,0.00003781264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6489401,"threshold_uncertainty_score":0.3322418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154320166146726,"score_gpt":0.286212180476989,"score_spread":0.2707801638623164,"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."}}