{"id":"W4399058840","doi":"10.31661/jbpe.v0i0.2402-1729","title":"A Reexamination of Peto’s Paradox: Insights Gained from Human Adaptation to Varied Levels of Ionizing and Non-ionizing Radiation","year":2024,"lang":"en","type":"article","venue":"Journal of Biomedical Physics and Engineering","topic":"Biofield Effects and Biophysics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Ionizing radiation; Adaptation (eye); Non-ionizing radiation; Physics; Irradiation; Nuclear 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003533354,0.0003574713,0.0008757072,0.000928498,0.0009903201,0.001592929,0.001007003,0.001657618,0.002696669],"category_scores_gemma":[0.009916708,0.0001759334,0.0005491595,0.0008347121,0.004941813,0.004478726,0.002010466,0.003677817,0.0003612094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006969858,"about_ca_system_score_gemma":0.0007551771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002007019,"about_ca_topic_score_gemma":0.001954059,"domain_scores_codex":[0.9992124,0.0003569278,0.00002947857,0.0002206653,0.0001156944,0.00006489447],"domain_scores_gemma":[0.9942752,0.003822003,0.0004167368,0.0006748314,0.0004818559,0.0003294124],"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":[0.001006024,0.0003389333,0.06494835,0.002057462,0.0008016104,0.005085474,0.02432463,0.003786079,0.01149053,0.5063021,0.04445868,0.3354001],"study_design_scores_gemma":[0.0000676772,0.0002472858,0.06482022,0.0006643149,0.0002134212,0.004173455,0.0113193,0.003786891,0.001469453,0.771749,0.1413476,0.0001414272],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4743667,0.1275879,0.03154932,0.2971208,0.004273763,0.00003765907,0.0007460608,0.0001436004,0.06417419],"genre_scores_gemma":[0.9332457,0.03166898,0.005350941,0.02330342,0.002413408,0.00003365286,0.000242544,0.00008902331,0.00365231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003533354,"threshold_uncertainty_score":0.01868635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724911797674079,"score_gpt":0.2501570903058733,"score_spread":0.2329079723291325,"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."}}