{"id":"W4251042226","doi":"10.1002/9783527814527.ch24","title":"Light‐Utilizing <scp>DNA</scp> zymes","year":2021,"lang":"en","type":"other","venue":"","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Photolyase; Flavin group; Cofactor; Photosynthesis; DNA; Enzyme; Pyrimidine dimer; Chemistry; Dimer; Biochemistry; DNA repair; Photochemistry; Biology","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":[0.000201165,0.0005127713,0.0001630864,0.0005301104,0.0004076188,0.0009331698,0.0004016279,0.0003334205,0.01171821],"category_scores_gemma":[0.0003035942,0.0001175106,0.0002011669,0.0005293664,0.0005682947,0.0006876637,0.0005575396,0.0005016116,0.006267434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005594861,"about_ca_system_score_gemma":0.000385949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005440087,"about_ca_topic_score_gemma":0.0008332212,"domain_scores_codex":[0.9998463,0.00001857525,0.000008370252,0.00004562919,0.00005570222,0.00002540231],"domain_scores_gemma":[0.9998344,0.00002960602,0.0000361427,0.00003249561,0.00003698261,0.00003044501],"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":[0.0001086576,0.00005794456,0.0008552988,0.000905784,0.00001370662,0.0005677227,0.00008960962,0.0003693405,0.8733613,0.02169949,0.005228369,0.09674276],"study_design_scores_gemma":[0.00001228539,0.00007583712,0.002149001,0.00004633806,0.00001227574,0.000825028,0.00007481434,0.0007839956,0.8351877,0.002816279,0.1579991,0.00001746866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4548886,0.03612355,0.1048237,0.003390201,0.001123024,0.0004963219,0.005035612,0.004695885,0.3894231],"genre_scores_gemma":[0.7579908,0.01948944,0.0404122,0.0009009327,0.0001789148,0.0001897859,0.002785547,0.0004071967,0.1776453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01171821,"threshold_uncertainty_score":0.03920132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019807468647078,"score_gpt":0.2669461958028633,"score_spread":0.2567481211163925,"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."}}