{"id":"W4414560878","doi":"10.1016/b978-0-443-43920-9.00008-7","title":"CRISPR-edited plants for herbicide resistance: Methods and applications","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Acetolactate synthase; CRISPR; Genome editing; Weed; Herbicide resistance; Crop","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003539872,0.001054574,0.0008131369,0.001122447,0.0003671318,0.001384214,0.001124589,0.001077336,0.01916348],"category_scores_gemma":[0.0002202862,0.0007951444,0.0005242996,0.001069732,0.0004649949,0.001041047,0.0007646209,0.002471779,0.01473734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005397561,"about_ca_system_score_gemma":0.000393615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005978579,"about_ca_topic_score_gemma":0.001883974,"domain_scores_codex":[0.9997633,0.0000140775,0.00001274175,0.00004590705,0.0001471185,0.00001694498],"domain_scores_gemma":[0.9998983,0.00004429563,0.00001016938,0.00001668606,0.00001820912,0.0000122967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008079245,0.00007912468,0.00006906341,0.001282995,0.00003462488,0.0003017398,0.0001392618,0.0009922192,0.4880201,0.01895701,0.04958023,0.4404628],"study_design_scores_gemma":[0.00001180035,0.00005639903,0.0004432161,0.0001733257,0.00002901175,0.0009888841,0.00002604585,0.000676085,0.1250416,0.005643794,0.8668715,0.00003837503],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01466447,0.209071,0.4362781,0.003012721,0.003447082,0.0002252358,0.004338974,0.009097876,0.3198646],"genre_scores_gemma":[0.03624315,0.1480107,0.1819045,0.00167968,0.0003738649,0.0003065613,0.006441111,0.002320987,0.6227195],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01916348,"threshold_uncertainty_score":0.06410825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048545596442293,"score_gpt":0.3374651274048758,"score_spread":0.3269796714404529,"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."}}