{"id":"W1547169776","doi":"10.1080/15384101.2015.1010957","title":"Two birds with one stone","year":2015,"lang":"en","type":"article","venue":"Cell Cycle","topic":"DNA Repair Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Health Sciences North","funders":"","keywords":"Biology; Replicate; Genome; Computational biology; Evolutionary biology; Cell cycle; Genetics; Cell biology; Cell; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001030047,0.00008669324,0.00007676526,0.00001567693,0.00002302627,0.00001164605,0.0001172535,0.00005425025,0.00002327626],"category_scores_gemma":[0.00001026212,0.00007776703,0.00002549272,0.00005034329,0.00003383732,0.000001965619,0.00007125574,0.00004395484,0.0001125076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001078003,"about_ca_system_score_gemma":0.00006280417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003196283,"about_ca_topic_score_gemma":0.00003029467,"domain_scores_codex":[0.99941,0.00002164059,0.00006906293,0.0002134639,0.0001186365,0.0001672491],"domain_scores_gemma":[0.9994634,0.000001895138,0.00003125097,0.000324188,0.00005454861,0.0001247609],"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":[0.00006947971,0.000103098,0.0003808129,0.000006283886,0.00001528859,0.000006928635,0.00004303076,0.0001421202,0.9969984,0.0001127711,0.001471016,0.0006507401],"study_design_scores_gemma":[0.0009778843,0.000430677,0.0001016398,0.000003958282,0.00001205016,0.000008931461,0.00009217767,0.0000708925,0.9856068,0.0002171495,0.01233817,0.0001396607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666598,0.0002940587,0.001791917,0.00004926545,0.00008427036,0.00009071443,0.000003096026,0.00003374723,0.03099317],"genre_scores_gemma":[0.9899817,0.00000882649,0.005779032,0.0001765547,0.0001410188,0.00001043426,0.00002616467,0.0000270969,0.003849146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02714403,"threshold_uncertainty_score":0.3171248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250903908412819,"score_gpt":0.2345755221362742,"score_spread":0.222066483052146,"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."}}