{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001741774,0.0004529391,0.0002529547,0.0002785383,0.0001710722,0.0003768424,0.000333092,0.0003366251,0.0009918356],"category_scores_gemma":[0.0001782302,0.0001490247,0.0003195903,0.0002084643,0.0001558768,0.0001318512,0.0003102086,0.0006416074,0.0003687856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072302,"about_ca_system_score_gemma":0.0002049975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029378,"about_ca_topic_score_gemma":0.001214853,"domain_scores_codex":[0.9997872,0.000030034,0.00003515743,0.00004199283,0.00007358396,0.00003216657],"domain_scores_gemma":[0.9998129,0.00002951874,0.0000699774,0.00003173944,0.00001922616,0.00003669781],"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":[0.00003467458,0.00001230498,0.0001162716,0.00002375174,0.000003750116,0.00006071667,0.000008735802,0.00007898136,0.998903,0.00003820495,0.00002074641,0.0006989195],"study_design_scores_gemma":[0.000005438926,0.00009966174,0.003870747,0.000007140135,0.00001267523,0.0003595175,0.00002980594,0.0009955417,0.9926119,0.00003711288,0.001961514,0.000008859573],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820631,0.0006098014,0.01314798,0.00008631371,0.00003649027,0.00009618216,0.001445055,0.0003064041,0.002208696],"genre_scores_gemma":[0.981887,0.0003583228,0.01081988,0.0000340437,0.000004307429,0.00008312108,0.002155768,0.00008428435,0.004573277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001029378,"threshold_uncertainty_score":0.003317952,"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."}}