{"id":"W6977923144","doi":"10.7910/dvn/cr1mmv","title":"Open dataset of annual Article Processing Charges (APCs) of gold and hybrid journals published by Elsevier, Frontiers, MDPI, PLOS, Springer-Nature and Wiley 2019-2023","year":2024,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Ottawa","funders":"","keywords":"Annual report; Collection development","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006157587,0.0003795042,0.001054871,0.0003575244,0.0001005513,0.0003675999,0.000653918,0.0004607892,0.003209979],"category_scores_gemma":[0.0003677978,0.0003090978,0.00009615096,0.0003065325,0.0002940717,0.001393498,0.001167063,0.001359603,0.0007217876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003868614,"about_ca_system_score_gemma":0.000270124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001408803,"about_ca_topic_score_gemma":0.00001778882,"domain_scores_codex":[0.9975221,0.00006628302,0.0008033771,0.0007234107,0.0005300569,0.0003547496],"domain_scores_gemma":[0.9977876,0.00004285743,0.0005390826,0.001044936,0.0002310737,0.0003544328],"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":[0.0001031381,0.0002379163,0.00007965222,0.001667631,0.0008322761,0.000211148,0.00003381932,2.362775e-7,0.0003663485,0.000003584276,0.9936439,0.002820399],"study_design_scores_gemma":[0.001693393,0.0001352361,0.0001433252,0.003940675,0.001963292,0.0002644343,0.000227676,0.00003566591,0.0003640051,0.00004251796,0.9908927,0.0002970533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001104397,0.006060453,0.000003215626,0.0002398493,0.0004344864,0.0006725556,0.991421,0.00001781285,0.00004625901],"genre_scores_gemma":[0.0001140956,0.03534244,0.0003547075,0.000264674,0.0002049441,0.00001974774,0.963184,0.00003464843,0.0004807616],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02928199,"threshold_uncertainty_score":0.9999361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009138949621225943,"score_gpt":0.2650215972720705,"score_spread":0.2558826476508445,"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."}}