{"id":"W2047797279","doi":"10.4161/cc.27378","title":"Genome chaos: Survival strategy during crisis","year":2013,"lang":"en","type":"article","venue":"Cell Cycle","topic":"Microtubule and mitosis dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Windsor Clinical Research","funders":"National Cancer Institute","keywords":"Genome; Biology; Genetics; Genome evolution; Chromothripsis; Genome instability; Computational biology; Gene; DNA","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":[0.00004222597,0.0001216837,0.00009838001,0.00002189857,0.00007115548,0.00003811996,0.0001653377,0.0001112456,0.0002516567],"category_scores_gemma":[0.000003636865,0.0001218275,0.00007037771,0.000041281,0.00002318235,0.000004429045,0.00009520264,0.00006515098,0.0002739384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009668818,"about_ca_system_score_gemma":0.00002081065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018646,"about_ca_topic_score_gemma":0.00002307999,"domain_scores_codex":[0.9992591,0.00002247913,0.0001301331,0.0002651172,0.00006269658,0.0002604751],"domain_scores_gemma":[0.9995203,0.000002203002,0.00003848238,0.0003094808,0.0000436347,0.00008591681],"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":[0.000005192151,0.00004058787,0.000430217,0.00001978422,0.00001346425,0.000001486651,0.00002469123,0.0001398069,0.998722,0.000008853089,0.000462051,0.0001319226],"study_design_scores_gemma":[0.0005861407,0.0001134802,0.02791633,0.000003290759,0.0000150713,0.000007602742,0.0004603822,0.00009541674,0.9610835,0.0001128583,0.009240091,0.000365804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990778,0.0005037584,0.0002147185,0.00005019432,0.0001019639,0.0001374553,0.000008826013,0.00001636602,0.008188684],"genre_scores_gemma":[0.9965492,0.0002642607,0.0001194274,0.00009996395,0.0002274939,0.00002247215,0.00007425904,0.00002561837,0.002617315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03763841,"threshold_uncertainty_score":0.496798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005536311591767527,"score_gpt":0.2028515637078444,"score_spread":0.1973152521160769,"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."}}