{"id":"W4393753964","doi":"10.5281/zenodo.7086420","title":"Annual Article Processing Charges (APCs) and number of gold and hybrid open access articles in Web of Science indexed journals published by Elsevier, Sage, Springer-Nature, Taylor & Francis and Wiley 2015-2018","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Dalhousie University; University of Ottawa","funders":"","keywords":"SAGE; Library science; Computer science; World Wide Web; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0017445,0.0007628746,0.0007048146,0.007591127,0.0005451311,0.00327731,0.001010377,0.0009870873,0.0873467],"category_scores_gemma":[0.01774709,0.0005212849,0.0007680104,0.01209194,0.0002920662,0.00208579,0.001451663,0.001384771,0.07129527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001898855,"about_ca_system_score_gemma":0.002385477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430766,"about_ca_topic_score_gemma":0.0220807,"domain_scores_codex":[0.9977849,0.0002120537,0.0004302424,0.0004463244,0.0008491262,0.0002773912],"domain_scores_gemma":[0.9859416,0.005070431,0.002869324,0.001319911,0.00392692,0.0008717976],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007336753,0.00001581883,0.006362909,0.0006543132,0.00003163513,0.00001860282,0.00003803895,0.00018321,0.0001603988,0.001019108,0.9862953,0.005147289],"study_design_scores_gemma":[0.0001255191,0.00003588363,0.04966794,0.0005692667,0.0000450258,0.0001073207,0.0002479371,0.0004061236,0.0006345857,0.001140002,0.9469646,0.0000559169],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004421167,0.00004098577,0.00004011097,0.00006987537,0.00002028086,0.000009011324,0.9984275,0.00009964896,0.0008504963],"genre_scores_gemma":[0.001778412,0.0001027798,0.0003682785,0.00006997704,0.00002422959,0.00007314204,0.9957675,0.00007462086,0.001741205],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9982555,"threshold_uncertainty_score":0.2922038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03046109346051119,"score_gpt":0.305926965060553,"score_spread":0.2754658716000418,"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."}}