{"id":"W2117619935","doi":"10.1269/jrr.47.197","title":"A Model for the Induction of DNA Damages and their Evolution into Cell Clonogenic Inactivation","year":2006,"lang":"en","type":"article","venue":"Journal of Radiation Research","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"DNA; Ionization; Biophysics; DNA damage; Radiation; Chemistry; Irradiation; Radical; Biological system; Ion; Physics; Biology; Biochemistry; 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":[0.001001122,0.00004657633,0.00007133168,0.0001160308,0.000120548,0.00001924948,0.00007634512,0.00006630192,0.000001326362],"category_scores_gemma":[0.00006825061,0.00003216464,0.00005886588,0.0001050548,0.00005391793,0.00001118248,0.00002641549,0.00009957424,8.591821e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006380492,"about_ca_system_score_gemma":0.0001594291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006588655,"about_ca_topic_score_gemma":0.00004706292,"domain_scores_codex":[0.9993839,0.00007594135,0.0001986317,0.00007857518,0.0001707895,0.00009213538],"domain_scores_gemma":[0.9992302,0.00006077747,0.0001676281,0.00009645774,0.0004222982,0.00002265575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001210827,0.0000498216,0.0008993001,0.00001907406,0.00001866474,5.370936e-8,0.0001418424,0.005304219,0.9859273,0.0001857874,0.001108149,0.006224716],"study_design_scores_gemma":[0.0006979212,0.0004857617,0.02966449,0.000007058361,0.00001338943,0.000008432251,0.0005798382,0.03804677,0.9265658,0.00207542,0.001802262,0.00005290594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243038,0.00146507,0.07345179,0.0005171937,0.0000378911,0.000181164,0.000006569636,6.231139e-7,0.00003585012],"genre_scores_gemma":[0.9987241,0.0003740463,0.0004989858,0.000009271713,0.0002564673,0.000009171516,0.00001168114,0.000005729485,0.0001105527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07442024,"threshold_uncertainty_score":0.1311636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0321245337871468,"score_gpt":0.3285677644325966,"score_spread":0.2964432306454498,"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."}}