Bibliographic record
Abstract
Fakhrul Zaman Abdullah, Fahad Bin Sultan University, College of Business and Management, Tabuk, Saudi Arabia Khalid Aboura, University of Dammam, College of Business Administration, Dammam, Saudi Arabia Roberto Biloslavo, University of Primorska, Faculty of Management, Koper, Slovenia Joanna Cygler, Warsaw School of Economics, Institute of Management, Warsaw, Poland Matej Cerne, University of Ljubljana, Faculty of Economics, Ljubljana, Slovenia Mladen Cudanov, University of Belgrade, Faculty of Organizational Sciences, Beograd, Serbia Nina Đurica, Higher School of professional Studies, Beograd, Serbia Magali Girard, University of Montreal Hospital Research Centre, Montreal, Canada Bostjan Gomiscek, University of Maribor, Faculty of Organizational Sciences, Kranj, Slovenia Nikola Gradojevic, IESEG School of Management, Lille, France Athanasios Hadjimanolis, European University Cyprus, Department of Management & Marketing, Nicosia, Cyprus Matej Janežic, Institute of Chemistry, Ljubljana, Slovenia Norizan Mohd Kassim, UTM International Business School, Kuala Lumpur, Malaysia Erdem Kilic, MEF University, Department of Economics, Istambul, Turkey Miroljub Kljajic, University of Maribor, Faculty of Organizational Sciences, Kranj, Slovenia Jure Kovac, University of Maribor, Faculty of Organizational Sciences, Kranj, Slovenia Matjaž Maletic, University of Maribor, Faculty of Organizational Sciences, Kranj, Slovenia Damjan Maletic, University of Maribor, Faculty of Organizational Sciences, Kranj, Slovenia Ivana Mamic Sacer, University of Zagreb, Faculty of Economics and Business, Zagreb, Croatia Miha Maric, University of Maribor, Faculty of Organizational Sciences, 4000, Slovenia Suzana Markovic, University of Rijeka, Faculty of tourism and Hospitality Management, Rijeka, Croatia Grzegorz Michalski, Wroclaw University of Economics, Wroclaw, Poland Anna Michna, Technical University of Gliwice, Faculty of Organization and Management, Gliwice, Poland Monika Mynarska, Cardinal Stefan Wyszynski University, Warsaw, Poland Asha Nagendra, Symbiosis Institute of Management Studies (SIMS), Pune, India Juraj Nemec, Matej Bel University, Faculty of Economics, Banska Bystrica, Slovakia Ales Novak, University of Maribor, Faculty of Organizational Sciences, Kranj, Slovenia Vesna Novak, University of Maribor, Faculty of Organizational Sciences, Kranj, Slovenia Sjors Overman, Radbout University, Nijmegen School of Management, Nijmegen, Netherlands Milan Pagon, Zayed University, Dubai, United Arab Emirates Ivica Pervan, University of Split, Faculty of Economics, Split, Croatia Vladislav Rajkovic, University of Maribor, Faculty of Organizational Science, Kranj, Slovenia Geetha Ranmuthugala, The University of Queensland, Rural Clinical School, Toowoomba, Australia Kylli Sarapuu, Tallinn University of Technology, Department of Public Administration, Tallin, Estonia Marjan Senegacnik, University of Maribor, Faculty of Organizational Sciences, Kranj, Slovenia Dalia Susniene, Kaunas University of Technology, Panevezys Institute, Panevezys, Lithuania Andrej Skraba, University of Maribor, Faculty of Organizational Sciences, Kranj, Slovenia Branislav Smitek, University of Maribor, Faculty of Organizational Sciences, Kranj, Slovenia David Spacek, Masaryk University, Faculty of Economics and Administration, Brno, Czech Republic Judit Takacs, Institute of Sociology of the Hungarian Academy of Sciences, Budapest, Hungary Ivan Todorovic, University of Belgrade, Faculty of Organizational Sciences, Beograd, Serbia Marko Urh, University of Maribor, Faculty of Organizational Sciences, Kranj, Slovenia Arnost Veselý, Charles University in Prague, Faculty of Social Sciences, Prague, Czech Republic Janja Vuga, University of Ljubljana, Faculty of Social Sciences, Ljubljana, Slovenia Yi-Hsien Wang, Chinese Culture University, Dept. Banking & Finance, Taipei, Taiwan Gerhard Wilhelm Weber, Middle East Technical University (ODTU), Institute of Applied Mathematics (UME), Ankara, Turkey Borut Werber, University of Maribor, Faculty of Organizational Sciences, Kranj, Slovenia Markus Westner, OTH Regensburg, Faculty of information Systems and Informatics, Regensburg, Germany Justyna Witkowska, University of Warmia and Mazury in Olsztyn, Faculty of Economic Sciences, Olsztyn, Poland Anja Žnidarsic, University of Maribor, Faculty of Organizational Sciences, Kranj, Slovenia
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.
How this classification was reachedexpand
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.046 |
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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".