Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Ideas and Opinions3 May 2016Stop Predatory Publishers Now: Act CollaborativelyDavid Moher, PhD and Ester Moher, PhDDavid Moher, PhDFrom Ottawa Hospital Research Institute and Privacy Analytics, Ottawa, Ontario, Canada. and Ester Moher, PhDFrom Ottawa Hospital Research Institute and Privacy Analytics, Ottawa, Ontario, Canada.Author, Article, and Disclosure Informationhttps://doi.org/10.7326/M15-3015 SectionsAboutFull TextPDF ToolsAdd to favoritesDownload CitationsTrack CitationsPermissions ShareFacebookTwitterLinkedInRedditEmail Researchers trying to publish their work face a duality of tensions. To advance their careers, they must be productive and publish in journals with high impact factors. However, passing the scientific rigor of peer review and editorial approval in these journals makes publishing difficult. Morally corrupt businesses, posing as legitimate publishers, have moved into this space. They offer to publish anything quickly, thus circumventing the very fabric of scientific publishing. This cancer has spread rapidly in part because these publishers have no physical presence—instead, they conduct their ruse through illegitimate online journals. Unless these predatory publishers and journals are stopped ...References1. Shen C, Björk BC. 'Predatory' open access: a longitudinal study of article volumes and market characteristics. BMC Med. 2015;13:230. [PMID: 26423063] doi:10.1186/s12916-015-0469-2 CrossrefMedlineGoogle Scholar2. Moher D, Srivastava A. You are invited to submit … [Letter]. BMC Med. 2015;13:180. [PMID: 26239633] doi:10.1186/s12916-015-0423-3 CrossrefMedlineGoogle Scholar3. Zarin DA, Tse T, Ide NC. Trial registration at ClinicalTrials.gov between May and October 2005. N Engl J Med. 2005;353:2779-87. [PMID: 16382064] CrossrefMedlineGoogle Scholar4. Behavioural Insights Team. Update report 2013–2015. London: Behavioural Insights Team; 2015. Google Scholar5. Akhawe D, Felt AP. Alice in warningland: a large-scale field study of browser security warning effectiveness. Presented at the 22nd USENIX Security Symposium, Washington, DC, 15 August 2013. Accessed at www.usenix.org/conference/usenixsecurity13/technical-sessions/presentation/akhawe on 11 January 2016. Google Scholar6. Larivière V, Haustein S, Mongeon P. The oligopoly of academic publishers in the Digital Era. PLoS One. 2015;10:e0127502. [PMID: 26061978] doi:10.1371/journal.pone.0127502 CrossrefMedlineGoogle Scholar Author, Article, and Disclosure InformationAffiliations: From Ottawa Hospital Research Institute and Privacy Analytics, Ottawa, Ontario, Canada.Disclosures: Authors have disclosed no conflicts of interest. Forms can be viewed at www.acponline.org/authors/icmje/ConflictOfInterestForms.do?msNum=M15-3015.Corresponding Author: David Moher, PhD, Clinical Epidemiology Program, Ottawa Hospital Research Institute, The Ottawa Hospital, General Campus, 501 Smyth Road, Room L1288, Ottawa, Ontario K1H 8L6, Canada; e-mail, [email protected]ca.Current Author Addresses: Dr. D. Moher: Clinical Epidemiology Program, Ottawa Hospital Research Institute, The Ottawa Hospital, General Campus, 501 Smyth Road, Room L1288, Ottawa, Ontario K1H 8L6, Canada.Dr. E. Moher: Privacy Analytics, 251 Laurier Avenue West, Suite 200, Ottawa, Ontario K1P 5J6, Canada.Author Contributions: Conception and design: D. Moher, E. Moher.Drafting of the article: D. Moher, E. Moher.Critical revision of the article for important intellectual content: D. Moher.Final approval of the article: D. Moher, E. Moher.This article was published at www.annals.org on 2 February 2016. 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Navigating Presumed Predatory Conference InvitationsOpen access to scientific articles: a review of benefits and challengesPredatory Invitations from Journals: More Than Just a Nuisance?Changing Times in Cardiovascular Publications: A CommentaryStop Predatory Publishers NowMargaret A. Winker, MD, for the World Association of Medical Editors Executive Board*Predatory Journals: Illegitimate Publishing and Its Threat to All Readers and AuthorsCaging the packPredatory Journals: think before you submit 3 May 2016Volume 164, Issue 9Page: 616-617KeywordsBehaviorClinical epidemiologyClinical trial reportingDatabasesDisclosureNetwork analysisPatient advocacyPeer reviewResearch quality assessmentResearch reporting guidelines ePublished: 2 February 2016 Issue Published: 3 May 2016 Copyright & PermissionsCopyright © 2016 by American College of Physicians. All Rights Reserved.PDF downloadLoading ...
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.051 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it