{"id":"W4223983269","doi":"10.3390/plants11081044","title":"CRISPR/Cas9 in Planta Hairy Root Transformation: A Powerful Platform for Functional Analysis of Root Traits in Soybean","year":2022,"lang":"en","type":"review","venue":"Plants","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Government of Canada; Université Laval; Grain Farmers of Ontario; Génome Québec; Canadian Field Crop Research Alliance; Genome Canada","keywords":"CRISPR; Root (linguistics); Transformation (genetics); Biology; Computational biology; Genetics; Gene; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0002635339,0.0002807785,0.0009390368,0.0004927574,0.00005165211,0.00001325599,0.0001956375,0.0003646348,0.0000847417],"category_scores_gemma":[0.00002468551,0.0002402424,0.0003947008,0.0003879275,0.00001933925,0.0000102736,0.0000273887,0.0001926195,0.000002660178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005929368,"about_ca_system_score_gemma":0.0002520968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007627105,"about_ca_topic_score_gemma":0.01546783,"domain_scores_codex":[0.9984617,0.0000597008,0.0006756852,0.0003745283,0.0001895714,0.0002388206],"domain_scores_gemma":[0.9994821,0.00005773989,0.0002378359,0.0001542663,0.00002082966,0.00004723797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00217101,0.001678778,0.00118378,0.02059291,0.01073746,0.000166793,0.002757674,0.004209564,0.00588799,0.0007970753,0.03339262,0.9164243],"study_design_scores_gemma":[0.000554784,0.0001097518,0.0003385835,0.0003885718,0.0007674643,0.00006625766,0.00005854844,0.0001017703,0.0004642976,0.000004404118,0.9968413,0.0003042532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007845869,0.9856042,0.0004133862,0.00002055148,0.0002445011,0.0008374956,0.00432485,0.000008126592,0.0007010188],"genre_scores_gemma":[0.008348091,0.9283444,0.00003216671,0.00002648674,0.0002092643,0.0002341978,0.06218823,0.00003193594,0.0005852839],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9634487,"threshold_uncertainty_score":0.9796801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05138407142296543,"score_gpt":0.3044789186400041,"score_spread":0.2530948472170387,"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."}}