{"id":"W4417001059","doi":"10.33584/rps.18.2025.3763","title":"CRISPR-Cas9 gene insertion in Epichloë species","year":2025,"lang":"","type":"article","venue":"NZGA Research and Practice Series","topic":"Plant and fungal interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Concordia University","keywords":"Gene; Insert (composites); Insertion; Secondary metabolite; Reporter gene; CRISPR; Coding region","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":[0.000389839,0.0002847994,0.0002754868,0.0003476706,0.000218343,0.0003534656,0.0003625621,0.0005191522,0.001213405],"category_scores_gemma":[0.0002206371,0.0002334257,0.0002747987,0.0002295509,0.0003042432,0.0001772947,0.0006650637,0.0005629009,0.0005364888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004612089,"about_ca_system_score_gemma":0.0004579386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002473172,"about_ca_topic_score_gemma":0.004270734,"domain_scores_codex":[0.9997106,0.00003321202,0.00003522592,0.00007531184,0.0001062327,0.00003940182],"domain_scores_gemma":[0.999869,0.00002480004,0.00003837803,0.00002465802,0.00001882554,0.0000242806],"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":[0.00003393037,0.00001599902,0.0002786173,0.00005229072,0.000003944956,0.0001707367,0.00006334985,0.000122421,0.9949286,0.0003040132,0.00008256982,0.003943687],"study_design_scores_gemma":[0.00004066071,0.0004249297,0.01248534,0.00005123219,0.00003629817,0.00156568,0.0002001226,0.003298187,0.9277891,0.0002523336,0.05382206,0.00003406521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9373318,0.001648405,0.044687,0.0003137625,0.0001282797,0.0005066924,0.001354825,0.0009345614,0.01309463],"genre_scores_gemma":[0.9366995,0.001149495,0.04363056,0.0001858774,0.000007129088,0.0001771008,0.001763983,0.0001146853,0.01627159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002473172,"threshold_uncertainty_score":0.004917562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1718349208589232,"score_gpt":0.4168904949003623,"score_spread":0.2450555740414391,"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."}}