{"id":"W2999508025","doi":"10.1101/2020.01.08.899740","title":"Damage Repair Versus Aging in Biofilms","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Biocrusts and Microbial Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Biotechnology and Biological Sciences Research Council; University of Warwick","keywords":"Multicellular organism; Biology; Soma; Senescence; Cell biology; Cell division; DNA damage; Germline; Population; Evolutionary biology; Genetics; Cell; Neuroscience; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003742611,0.0005038453,0.0005477573,0.0004231022,0.0005878292,0.0009925081,0.0006520216,0.001114391,0.001347933],"category_scores_gemma":[0.0008800887,0.0002338092,0.0006477639,0.000179464,0.0006937714,0.0006409779,0.001105679,0.0007478509,0.000214143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008852573,"about_ca_system_score_gemma":0.0004961492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003211897,"about_ca_topic_score_gemma":0.001781812,"domain_scores_codex":[0.9997391,0.00004534853,0.00001556709,0.00007127743,0.00008091208,0.00004775502],"domain_scores_gemma":[0.9995004,0.0001002606,0.0001528674,0.00004734127,0.00009869639,0.0001004557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003048783,0.0005227862,0.018663,0.0005863421,0.000170467,0.001319067,0.0004964816,0.4846665,0.3973635,0.06376716,0.001915973,0.0302238],"study_design_scores_gemma":[0.00008421783,0.001088572,0.01388243,0.00006106903,0.0001093431,0.0004898257,0.0002907612,0.9146225,0.03073507,0.03411777,0.004416239,0.0001021609],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590863,0.00210718,0.03027985,0.0006677056,0.0002096777,0.00005532162,0.0001750206,0.00007783139,0.007341131],"genre_scores_gemma":[0.9945976,0.0004502954,0.00234481,0.00005137738,0.0000216661,0.00002646202,0.00005444458,0.000006753529,0.002446606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003211897,"threshold_uncertainty_score":0.006423056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374722086475564,"score_gpt":0.2133926135638304,"score_spread":0.1896453926990747,"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."}}