{"id":"W4392976275","doi":"10.3168/jds.2024-24784","title":"Journal of Dairy Science® 2023 Editorial Report","year":2024,"lang":"en","type":"editorial","venue":"Journal of Dairy Science","topic":"Agricultural and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Nebraska-Lincoln","keywords":"Reading (process); Scientific communication; Library science; Peer review; Psychology; Sociology; Computer science; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01293977,0.0004524647,0.0009568643,0.00043812,0.0009484953,0.001276751,0.004755519,0.0005609706,0.0002387986],"category_scores_gemma":[0.005938247,0.0001355995,0.0005888207,0.004914728,0.002126788,0.002412915,0.0009276887,0.002985813,0.00006898594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00067885,"about_ca_system_score_gemma":0.005014503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007897132,"about_ca_topic_score_gemma":0.00003186172,"domain_scores_codex":[0.9846285,0.0001071641,0.002117264,0.000673454,0.01144842,0.001025209],"domain_scores_gemma":[0.9886775,0.000777224,0.002543369,0.0001611293,0.006975261,0.0008654952],"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":[0.00008592235,0.00007142987,0.00007081581,0.000029404,0.00003451867,0.0007365213,0.00008862319,0.000003270574,0.07532988,0.000009121848,0.91774,0.005800462],"study_design_scores_gemma":[0.0002343793,0.001153493,0.002939319,0.0006201006,0.00006541852,0.001270711,0.0003633839,0.000003231535,0.001817703,0.0005195237,0.9906355,0.0003772273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.06254157,0.0009355466,0.000001251459,0.001483896,0.9338438,0.0001492515,0.00005997721,0.00001661294,0.0009681114],"genre_scores_gemma":[0.01010379,0.0005362893,0.0002135771,0.00001837272,0.9835721,0.00000169612,0.0000186407,0.000003107046,0.005532437],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07351217,"threshold_uncertainty_score":0.99976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816197890916437,"score_gpt":0.2883135296834538,"score_spread":0.2701515507742894,"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."}}