{"id":"W3149485592","doi":"10.1186/s40694-021-00111-w","title":"Preservation stress resistance of melanin deficient conidia from Paecilomyces variotii and Penicillium roqueforti mutants generated via CRISPR/Cas9 genome editing","year":2021,"lang":"en","type":"article","venue":"Fungal Biology and Biotechnology","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Newfoundland and Labrador; Universiteit Leiden","keywords":"CRISPR; Penicillium roqueforti; Biology; Paecilomyces; Melanin; Genome editing; Mutant; Microbiology; Genetics; Penicillium; Botany; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002024631,0.0002101706,0.0003110946,0.00008411887,0.0001518581,0.00001970102,0.0002131402,0.0008125128,0.00004272388],"category_scores_gemma":[0.0002250606,0.0001880815,0.00004513174,0.0002019847,0.0004799876,0.000007354997,0.0004789264,0.0002703773,0.000002939224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000121004,"about_ca_system_score_gemma":0.00009141023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001393757,"about_ca_topic_score_gemma":0.0007441576,"domain_scores_codex":[0.9983127,0.0001647992,0.000353483,0.0006789136,0.0001017636,0.0003883591],"domain_scores_gemma":[0.9991239,0.00004998912,0.0001527526,0.0003596218,0.000232606,0.00008112448],"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":[0.0001378819,0.0000603213,0.02864549,0.00003599625,0.0001042338,0.000020206,0.000035026,0.00001040793,0.9687988,0.000670323,0.0000731534,0.001408152],"study_design_scores_gemma":[0.0005083896,0.0003602848,0.0163906,0.00002015994,0.00002712386,0.00003343574,0.0001318497,0.0001738959,0.9737732,0.0006493878,0.007724639,0.000206966],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789408,0.01728367,0.001591719,0.001057923,0.0001765159,0.0001606537,0.0006184594,0.0000218727,0.0001483836],"genre_scores_gemma":[0.9943259,0.002868155,0.001572551,0.0001282059,0.0001511188,0.00001504861,0.0007207823,0.00001542117,0.0002028303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01538508,"threshold_uncertainty_score":0.7669742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054363550662757,"score_gpt":0.2481489855412003,"score_spread":0.2376053500345728,"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."}}