{"id":"W4220777711","doi":"10.1139/cjb-2021-0178","title":"A versatile protoplast system and its application in <i>Cannabis sativa</i> L.","year":2022,"lang":"en","type":"article","venue":"Botany","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Brock University","funders":"Fujian Agriculture and Forestry University; Natural Science Foundation of Fujian Province","keywords":"Protoplast; Biology; Transformation (genetics); Biotechnology; Cannabis; Gene; Computational biology; Botany; Genetics","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":[0.0003402702,0.0005887967,0.0003281009,0.0006269051,0.0006359093,0.0004229645,0.0005518942,0.0005786469,0.0009764425],"category_scores_gemma":[0.0001841354,0.0003009829,0.0004334069,0.0005131476,0.0004210004,0.0003985944,0.0006896217,0.001015774,0.0009390456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006104663,"about_ca_system_score_gemma":0.0004009631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001854001,"about_ca_topic_score_gemma":0.002730242,"domain_scores_codex":[0.9996687,0.00005331301,0.00003963201,0.0001006326,0.00009520545,0.0000424776],"domain_scores_gemma":[0.9998605,0.0000266076,0.0000390474,0.00002737565,0.00002142841,0.00002486979],"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":[0.000006995806,0.000003265948,0.00001517279,0.00002089309,8.735652e-7,0.00002655194,0.00001231771,0.00001557294,0.9992923,0.00005715943,0.0000170137,0.0005318813],"study_design_scores_gemma":[0.000004667183,0.00006283655,0.0008723541,0.000006784179,0.00001260084,0.0003276816,0.00002241421,0.0004459734,0.9908968,0.0000518045,0.007282851,0.00001321106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7080234,0.00641833,0.2651221,0.001146659,0.0004229189,0.001231742,0.004230488,0.003686389,0.009718025],"genre_scores_gemma":[0.8598579,0.005003834,0.1127678,0.0002605979,0.00005149126,0.0006520292,0.006318249,0.0005255355,0.01456273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001854001,"threshold_uncertainty_score":0.004429281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005824668237342227,"score_gpt":0.2100421420732435,"score_spread":0.2042174738359012,"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."}}