{"id":"W4324028578","doi":"10.1093/jxb/erad037","title":"Next generation editors","year":2023,"lang":"en","type":"editorial","venue":"Journal of Experimental Botany","topic":"Photosynthetic Processes and Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01325394,0.002536094,0.00198876,0.003629716,0.003075063,0.01108529,0.002963053,0.007779241,0.05632736],"category_scores_gemma":[0.036378,0.000999995,0.001629017,0.001308993,0.001681468,0.006581817,0.002619883,0.00955411,0.04795333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002265956,"about_ca_system_score_gemma":0.004542184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003750709,"about_ca_topic_score_gemma":0.00157735,"domain_scores_codex":[0.9910216,0.001120843,0.0008204576,0.0008972369,0.005417007,0.000722815],"domain_scores_gemma":[0.9427241,0.00708966,0.003073608,0.001959431,0.02753861,0.01761454],"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":[0.00003226685,0.00001825029,0.00006517754,0.0002038492,0.000006235572,0.0001379134,0.0000374018,0.00003489578,0.0001506657,0.0008230371,0.9811043,0.01738615],"study_design_scores_gemma":[0.00002042028,0.00001756846,0.0001104798,0.0001742766,0.00000870266,0.0002829604,0.00006978511,0.00006492614,0.00008558498,0.001160398,0.9979941,0.00001082017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00009138731,0.004278787,0.0003454283,0.02441967,0.9651386,0.00003570757,0.00004594129,0.0001516325,0.005492895],"genre_scores_gemma":[0.001208787,0.006048743,0.0007373056,0.02558447,0.915535,0.0001017986,0.00009316124,0.0001332568,0.05055745],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05632736,"threshold_uncertainty_score":0.1884338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01871455333571486,"score_gpt":0.2912764880118925,"score_spread":0.2725619346761777,"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."}}