{"id":"W2923998330","doi":"10.1016/j.jhepr.2019.03.001","title":"JHEP Reports: A new EASL open access journal","year":2019,"lang":"en","type":"editorial","venue":"JHEP Reports","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatology; Publication; Outreach; Impact factor; Audience measurement; Medicine; Internal medicine; Publishing; Political science; Public relations; Medical education; Family medicine; 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":[{"model":"gemma","categories":["scholarly_communication"],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["scholarly_communication","open_science"],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009291313,0.0007435294,0.001799109,0.0002986071,0.0002318935,0.002334743,0.0007965919,0.0009051136,0.002426994],"category_scores_gemma":[0.001933289,0.0005750057,0.0007917397,0.0002607481,0.00005651308,0.001123238,0.001228062,0.001290996,0.0001451321],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003733,"about_ca_system_score_gemma":0.01137864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002536538,"about_ca_topic_score_gemma":0.0000515796,"domain_scores_codex":[0.9937454,0.00008029972,0.001929214,0.00141782,0.002164869,0.0006623346],"domain_scores_gemma":[0.9922162,0.0002778483,0.003097026,0.002301525,0.0008315089,0.001275897],"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":[0.0001767047,0.0007202472,0.04188241,0.0002087709,0.001232338,0.1143219,0.00006397034,0.000002037973,0.000001975256,0.000003764669,0.8387705,0.002615341],"study_design_scores_gemma":[0.001734721,0.0004130681,0.009454251,0.001590013,0.002587401,0.007490848,0.00002109978,8.257523e-7,0.00004338497,0.0006362567,0.9754748,0.0005533654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002966569,0.004774343,0.000007124246,0.0009603248,0.9518125,0.002659044,0.00005711104,0.0001000308,0.03666296],"genre_scores_gemma":[0.004430988,0.001812104,0.0002453648,0.0004558993,0.9217023,0.000211397,0.002020704,0.0002135967,0.06890766],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1367042,"threshold_uncertainty_score":0.9996701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03957957871228053,"score_gpt":0.4062675041853891,"score_spread":0.3666879254731086,"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."}}