{"id":"W4366368043","doi":"10.25250/thescbr.brk699","title":"UV light is not all bad for DNA","year":2023,"lang":"en","type":"article","venue":"TheScienceBreaker","topic":"Light effects on plants","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Ultraviolet light; DNA; Computational biology; Translation (biology); Chemistry; Computer science; Biology; Genetics; Photochemistry; Gene","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":[0.001816967,0.0005091929,0.001118907,0.0005542347,0.002222988,0.003247911,0.0006226493,0.00316442,0.01059201],"category_scores_gemma":[0.005034952,0.0003464853,0.0006386604,0.0004103,0.003824803,0.00407531,0.001540643,0.006281762,0.004592754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026719,"about_ca_system_score_gemma":0.0008756446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007185264,"about_ca_topic_score_gemma":0.0008699629,"domain_scores_codex":[0.9982083,0.0004326083,0.00008413743,0.0002522752,0.0008534443,0.0001693213],"domain_scores_gemma":[0.997084,0.001231251,0.0002671222,0.000413778,0.000675059,0.0003288806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001228319,0.0004267703,0.005831757,0.005694421,0.0005549824,0.001214882,0.002043025,0.0006452058,0.1549421,0.118367,0.2326815,0.4763699],"study_design_scores_gemma":[0.00006021549,0.0006350704,0.002867986,0.001299283,0.0001240136,0.002636362,0.001439619,0.0001038278,0.03626563,0.06688588,0.8875746,0.0001075656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0434595,0.5244581,0.01586801,0.3066251,0.04060246,0.00007381879,0.0004564548,0.0009350334,0.06752151],"genre_scores_gemma":[0.397516,0.3253183,0.01681853,0.1568728,0.01149584,0.0001515194,0.0005702932,0.0006716495,0.09058502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01059201,"threshold_uncertainty_score":0.03543383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04030452242260898,"score_gpt":0.2510843165661232,"score_spread":0.2107797941435142,"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."}}