{"id":"W2979267667","doi":"10.29173/aar61","title":"Establishing CRISPR/Cas9 in Lipomyces starkeyi","year":2019,"lang":"en","type":"article","venue":"Alberta Academic Review","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Yarrowia; CRISPR; Yeast; Genome editing; Cas9; Biology; Plasmid; Saccharomyces cerevisiae; Computational biology; Biochemistry; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004826924,0.0001532857,0.0002598693,0.00004054259,0.0000153566,0.00001055793,0.0002463213,0.0001798017,0.0001009343],"category_scores_gemma":[0.0003821012,0.0001331084,0.00007310703,0.0002000866,0.00001503841,0.00001265925,0.00007561489,0.0002961186,0.000137333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001180031,"about_ca_system_score_gemma":0.0000304656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000239025,"about_ca_topic_score_gemma":0.00003621572,"domain_scores_codex":[0.9988963,0.00006336034,0.0003229694,0.0003885708,0.00008856648,0.0002402482],"domain_scores_gemma":[0.9994696,0.00001448773,0.00008380917,0.0003532104,0.00002798003,0.00005095048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000152907,0.00002071254,0.007668514,0.001635466,0.00002859504,8.008695e-7,0.00004350877,0.00004765552,0.9471115,0.0002343481,0.0258096,0.01738401],"study_design_scores_gemma":[0.0001679719,0.00003314124,0.0007501396,0.001223344,0.00002038041,0.00002582592,0.000007721047,0.000008679447,0.03158259,0.00001125533,0.9659594,0.0002095335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7054643,0.2889813,0.00004109465,0.001698295,0.0006981978,0.0005730658,0.000003240341,0.00001377421,0.002526659],"genre_scores_gemma":[0.5893088,0.3959029,0.0002682435,0.002296492,0.0006692503,0.00003556644,0.0001057969,0.00003875069,0.01137422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9401498,"threshold_uncertainty_score":0.5428004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005623799520295718,"score_gpt":0.2541423577981837,"score_spread":0.248518558277888,"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."}}