{"id":"W4280608674","doi":"10.3389/fmolb.2022.912700","title":"Editorial: Sulfation Pathways—There and Back Again","year":2022,"lang":"en","type":"editorial","venue":"Frontiers in Molecular Biosciences","topic":"Nitrogen and Sulfur Effects on Brassica","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sulfation; Computational biology; Chemistry; Computer science; Biology; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008975877,0.0003912362,0.0003979819,0.0002317749,0.000179704,0.0001464419,0.0006993642,0.0008243432,0.00003425481],"category_scores_gemma":[0.0007063537,0.0003900881,0.0001404293,0.0003706185,0.0003639712,0.00001106815,0.0003698563,0.0005503646,0.000005663602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000737831,"about_ca_system_score_gemma":0.0004879869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004039306,"about_ca_topic_score_gemma":0.00001821608,"domain_scores_codex":[0.9967915,0.0003896162,0.0003336263,0.001079718,0.0009292681,0.0004762898],"domain_scores_gemma":[0.9990417,0.00004327672,0.0002022581,0.0004803773,0.00009284764,0.0001395075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005620635,0.00004463214,0.000266388,0.00004312627,0.00002972983,0.00001663596,0.00003090561,0.00001215585,0.06711666,0.000008525798,0.9312503,0.001124744],"study_design_scores_gemma":[0.0005391827,0.0004055153,0.0000174639,0.00002934984,0.0000206377,0.00000138843,0.0001826686,0.00004631917,0.01033326,0.0002236664,0.9877228,0.0004777433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.007623662,0.00497483,0.001372916,0.00007018982,0.984721,0.0003915542,0.000182282,0.00001675444,0.0006468329],"genre_scores_gemma":[0.002499183,0.001984854,0.004854708,0.0001429076,0.9881152,0.0001239624,0.001284123,0.00008597827,0.0009090967],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0567834,"threshold_uncertainty_score":0.9998551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003576722235188396,"score_gpt":0.2183021980223997,"score_spread":0.2147254757872113,"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."}}