{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005360656,0.0004251141,0.0005016536,0.0006662533,0.0003422494,0.0008845744,0.0009303764,0.0006745624,0.002073578],"category_scores_gemma":[0.0004441337,0.0003523553,0.0003698501,0.0004476857,0.0003269939,0.0003287325,0.0009622222,0.001343389,0.001955938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000596123,"about_ca_system_score_gemma":0.000502473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338865,"about_ca_topic_score_gemma":0.001656032,"domain_scores_codex":[0.9995448,0.00005155529,0.00008517502,0.0001110792,0.0001543961,0.00005286776],"domain_scores_gemma":[0.9998066,0.00004599203,0.00004522794,0.00003157579,0.00003118275,0.00003944531],"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":[0.00008700067,0.00005659541,0.0003963522,0.0001893271,0.00001611229,0.0003771615,0.00007532706,0.0005083842,0.9841345,0.001392388,0.0003439931,0.01242276],"study_design_scores_gemma":[0.00004417439,0.0002294776,0.001811786,0.00004945826,0.0000459401,0.001018227,0.00009858863,0.004533155,0.9427279,0.000403017,0.04899837,0.00003986077],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6715508,0.006369919,0.2786588,0.001017507,0.000721455,0.002121303,0.005453336,0.006571188,0.02753559],"genre_scores_gemma":[0.7813967,0.003643534,0.1855602,0.0003086869,0.00003840867,0.0006592239,0.006618833,0.0005333708,0.02124097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002073578,"threshold_uncertainty_score":0.006936848,"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."}}