{"id":"W3132774318","doi":"10.33628/jpd.2020.27.1.187","title":"PROTOPLAST AT THE TIME OF GENOME EDITING","year":2020,"lang":"en","type":"article","venue":"Journal of Plant Development","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Protoplast; Genome editing; Genome; Biology; Computational biology; Genetics; Computer science; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005055351,0.0004910687,0.0005363172,0.0004745495,0.0006533603,0.0008068709,0.0006229348,0.0009101922,0.00549421],"category_scores_gemma":[0.0004789987,0.000390164,0.0004864568,0.0004626728,0.0004743381,0.0006099008,0.0008305142,0.002636347,0.005016026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004142531,"about_ca_system_score_gemma":0.0004535993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004260005,"about_ca_topic_score_gemma":0.0007958967,"domain_scores_codex":[0.9994438,0.00006845839,0.00005362283,0.0001889155,0.0001727572,0.00007238203],"domain_scores_gemma":[0.9996719,0.0000755355,0.00005283129,0.00009560445,0.0000553103,0.00004880819],"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":[0.00007218579,0.00001496042,0.0001189501,0.0001347799,0.000008289646,0.0002022112,0.00007936971,0.00005767065,0.9880247,0.002354199,0.0008378188,0.008095004],"study_design_scores_gemma":[0.00001666323,0.00009016379,0.0008931818,0.0000321161,0.00003812597,0.0017309,0.00005673791,0.0006517238,0.8461556,0.0009510978,0.1493547,0.00002897071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1744921,0.01358767,0.7358882,0.002188741,0.004096416,0.001364573,0.01112436,0.01181117,0.04544679],"genre_scores_gemma":[0.6158528,0.009486791,0.2656043,0.001409898,0.0003104076,0.001072863,0.01957741,0.002657912,0.08402765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00549421,"threshold_uncertainty_score":0.01837993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007575469906002075,"score_gpt":0.2298746611398412,"score_spread":0.2222991912338391,"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."}}