{"id":"W4206403881","doi":"10.21065/19257430.173.2","title":"GAMMA RAYS MUTAGENESIS OF ASPERGILLUS NIGER FOR HYPERPRODUCTION OF MUTAROTASE","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Applied Sciences","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aspergillus niger; Mutant; Mutagenesis; Aspergillus; Strain (injury); Chemistry; Microbiology; Biology; Biochemistry; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005036119,0.00005534869,0.0001044731,0.0001149114,0.00007855378,0.000007478429,0.0001240397,0.00004521258,0.00003067256],"category_scores_gemma":[0.00007045753,0.00004793306,0.00005239053,0.0001383495,0.0001942153,0.00001223254,0.000005172114,0.0000268122,5.451264e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000108382,"about_ca_system_score_gemma":0.0003295027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005350996,"about_ca_topic_score_gemma":0.0001519745,"domain_scores_codex":[0.9994297,0.00001155446,0.0002260188,0.00009287378,0.00009313701,0.0001467215],"domain_scores_gemma":[0.9993699,0.000004973019,0.0002383573,0.00008605632,0.0001556097,0.0001451233],"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":[0.00003254178,0.00001519876,0.001669858,0.00001514397,0.0000140084,1.105765e-7,0.0001977695,0.0001692409,0.991728,0.0002823086,0.0005037308,0.005372058],"study_design_scores_gemma":[0.0001541729,0.0001382751,0.002639366,0.000006065658,0.00001649392,0.00002289891,0.0005031549,0.000005289417,0.9756861,0.00004151706,0.02072481,0.00006182094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997312,0.0004209089,0.001232321,0.0001688333,0.0004489155,0.00008660801,0.00001562262,6.748231e-7,0.0003141073],"genre_scores_gemma":[0.997602,0.00002412376,0.001827741,0.00005409422,0.0004196821,0.000002519691,0.00000847397,0.000004798937,0.00005658058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02022107,"threshold_uncertainty_score":0.1954654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755167524534127,"score_gpt":0.2376183061136737,"score_spread":0.2200666308683325,"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."}}