1 000 travaux · Opus 4.8 · GPT-5.6 (high) · Grok 4.5 · une seule grille verrouillée
La frontière du domaine n'est pas une ligne. C'est une région.
Trois modèles de pointe ont trié les mêmes 1 000 travaux, tirés de la vraie base avec des probabilités de sélection connues, selon la même grille verrouillée sur sa charge utile complète de huit champs. Parmi les 51 travaux qu'au moins un modèle a qualifiés de métarecherche, seulement 19 (37,3 %) l'ont été par les trois, et 24 (47,1 %) reposent sur l'avis d'un seul modèle.
Deux trieurs peuvent s'accorder sur un taux tout en repérant des travaux presque entièrement différents. À un taux de base d'environ 1 %, les rejets évidents offrent 98 % d'accord gratuitement ; c'est pourquoi une statistique d'accord calculée sur tout l'échantillon ne dit rien de la frontière, et pourquoi le livrable est le tableau ci-dessous, et non un pourcentage.
Les trois modèles ne sont pas interchangeables
Combien des 1 000 travaux chaque modèle a qualifiés de métarecherche (niveau T1 ou T2), sur des données identiques. T3 est adjacent et ne compte pas comme dans le champ ; c'est pourquoi le compte d'un modèle ne peut jamais dépasser les 51 travaux du dossier.
Changez le modèle que vous appelez « le trieur » et la taille du domaine bouge. Cet écart, et non l'intervalle de confiance binomial sur les étiquettes d'un seul modèle, est l'incertitude honnête sur la taille de la métarecherche canadienne.
Le dossier des désaccords
Les trois verdicts, confiances et motifs côte à côte. Ce sont les travaux sur lesquels les critères d'inclusion doivent être rédigés, parce que ce sont ceux sur lesquels des trieurs raisonnables, devant la même grille et les mêmes preuves, divergent.
| Travail | Strate | n_in | Opus 4.8 | GPT-5.6 | Grok 4.5 |
|---|---|---|---|---|---|
| Fashioning Enemies of the State: Investigating Sartorial Subversion in Soviet States 2020 · article · en · Inquiry Queen s Undergraduate Research Conference Proceedings | venue_new w=2684 | 0/3 | OUThigh empirical Historical analysis of sartorial resistance in Soviet states; humanities scholarship. | OUThigh conceptual It analyzes fashion and political resistance in Soviet societies, not research. | OUThigh empirical Historical study of fashion subversion in Soviet states; cultural history, not science studies of research. |
| Hybrid analytical finite element method for dielectric response of PE/TiO<sub>2</sub> nanodielectric materials 2020 · article · en · Materials Research Express | fund_new w=1679 | 0/3 | OUThigh empirical Finite element modeling of dielectric response of polyethylene/TiO2 nanocomposites; the object is a material property. | OUThigh conceptual The work develops a finite-element model of nanodielectric materials, not a study of research. | OUThigh empirical Materials modeling of nanodielectric permittivity; engineering physics, not research studies. |
| Impact of hospital and surgeon volumes on short-term and long-term outcomes of radical cystectomy 2020 · article · en · Current Opinion in Urology | aff_core w=5595 | 0/3 | OUThigh empirical Review of hospital and surgeon volume effects on cystectomy outcomes; health services question about clinical outcomes. | OUThigh conceptual This clinical review concerns surgical centralization and patient outcomes, not research evaluation. | OUThigh empirical Health-services review of surgical volume–outcome relationships for cystectomy; clinical quality, not research evaluation. |
| CLINICIAN PERSPECTIVES ON FACTORS ASSOCIATED WITH DELAYED WAIT-LISTING FOR DECEASED DONOR RENAL TRANSPLANTATION IN AUSTRALIA 2020 · article · en · Transplantation | about_only w=3321 | 0/3 | OUThigh empirical Survey of clinicians on delays in transplant wait-listing; health services question about clinical care. | OUThigh empirical This studies barriers to kidney-transplant wait-listing, not the research system. | OUThigh empirical Clinical health-services study of delayed transplant wait-listing in Australia. |
| Introducing students to professional software construction 2007 · article · en · ACM SIGCSE Bulletin | aff_core w=5595 | 0/3 | OUTmedium other Experience report describing an undergraduate software construction and maintenance course; the object is teaching practice and student training for industry, not the research workforce or research practice. | OUThigh conceptual The paper describes a software-engineering course and teaching materials rather than research practice. | OUThigh empirical Undergraduate software-construction course pedagogy; professional software training, not research workforce. |
| Expérimentation d'une nouvelle méthode culturale sur billons (BED) pour produire des pommes de terres de semences destinées à l'exportation 2017 · article · fr · Bibliothèque et Archives nationales du Québec (Québec government) | french w=1554 | 0/3 | OUTmedium empirical Conference poster on a bed-based cultivation trial for seed potatoes; agronomy, presented at a colloquium about college research but not about research itself. | OUThigh other This poster reports an agricultural cultivation experiment and does not study research practice. | OUThigh other Conference poster on a potato cultural method for seed export; agricultural technique, not research about research. |
| Predicting residents' intention to conserve the hooded vulture (Necrosyrtes monachus) in the Birem North District, Ghana 2020 · article · en · Heliyon | aff_core w=5595 | 0/3 | OUThigh empirical Survey of residents' intention to support vulture conservation in Ghana. | OUThigh empirical It studies attitudes toward vulture conservation in Ghana. | OUThigh empirical Theory of Planned Behavior survey of vulture conservation intentions is conservation social science. |
| Management of early hepatocellular carcinoma: results of the Delphi consensus process of the Americas Hepato-Pancreato-Biliary Association 2020 · article · en · HPB | aff_core w=5595 | 0/3 | OUThigh policy No abstract; Delphi consensus statement on clinical management of early hepatocellular carcinoma. | OUThigh empirical The work concerns clinical management of early hepatocellular carcinoma. | OUTmedium empirical Delphi consensus on clinical management of early HCC; method used for care guidance, clinical object (no abstract). |
| CARLA: A Convolution Accelerator With a Reconfigurable and Low-Energy Architecture 2021 · preprint · en · IEEE Transactions on Circuits and Systems I Regular Papers | aff_core w=5595 | 0/3 | OUThigh empirical Hardware architecture for convolutional neural network acceleration. | OUThigh empirical The paper develops a neural-network hardware accelerator rather than studying research practice. | OUThigh empirical Hardware architecture for CNN acceleration, computer engineering domain work. |
| BİR GRUP YAŞLI BİREY ÜZERİNDE THUNDER BAY ÖLÇEĞİ’NİN GEÇERLİK VE GÜVENİRLİK ÇALIŞMASII 2014 · article · tr · Toplum ve sosyal hizmet(Online)/Toplum ve sosyal hizmet | about_only w=3321 | 0/3 | OUTlow empirical No abstract; a psychometric validity and reliability study of a scale in older adults, which produces a measurement instrument for a domain rather than studying research practice, but 'validation' here sits on the boundary. | OUThigh empirical The title indicates validation of a scale applied to elderly individuals, not study of research practice. | OUTmedium empirical Psychometric validity of a clinical/social scale for elderly people; domain instrument validation, empty abstract. |
| On Another Wavelength: HII Regions in Orion -- The Running Man 2010 · article · en · Journal of the Royal Astronomical Society of Canada | venue_new w=2684 | 0/3 | OUThigh other Amateur astronomy observing note on Orion HII regions; a domain observation piece. | OUTlow empirical The title indicates an astronomical study of an HII region, but the abstract is missing. | OUThigh empirical Astronomy note on HII regions in Orion; title alone is unambiguous domain science. |
| What is the relationship of stress to patients' kidney stone-related quality of life? 2020 · article · en · Canadian Urological Association Journal | aff_core w=5595 | 0/3 | OUThigh empirical Clinical study of the relationship between stress and kidney stone-related quality of life. | OUThigh empirical It studies stress and quality of life among kidney-stone patients, not research itself. | OUThigh empirical Clinical study of stress and kidney stone quality of life, not research methods or systems. |
| Effects of temperature-dependent property variations on the output capacity prediction of a deep coaxial borehole heat exchanger 2020 · article · en · Renewable Energy | aff_core w=5595 | 0/3 | OUThigh empirical Engineering study of temperature-dependent property effects on deep coaxial borehole heat exchanger output; a geothermal energy question. | OUTlow empirical The title indicates an engineering performance study, but the abstract is missing. | OUThigh empirical Geothermal engineering of temperature-dependent properties in deep coaxial borehole heat exchangers. |
| Determining exciton bandwidth and film microstructure in polythiophene films using linear absorption spectroscopy 2009 · article · en · TUScholarShare (Temple University) | aff_core w=5595 | 0/3 | OUThigh empirical Absorption spectroscopy of polythiophene film microstructure; materials physics. | OUThigh empirical The work studies polymer film structure and spectroscopy rather than research methods. | OUThigh empirical Materials physics of polythiophene film microstructure; domain science, not metaresearch. |
| Phosphorus-Containing Polymers 2013 · book-chapter · en · Elsevier eBooks | aff_core w=5595 | 0/3 | OUThigh empirical No abstract; chemistry book chapter on phosphorus-containing polymers. | OUThigh other This book chapter concerns phosphorus-containing polymers and not research itself. | OUThigh other Title unambiguously denotes polymer chemistry; empty abstract does not suggest metaresearch. |
| Factors Associated With Renal Involvement in Primary Sjögren's Syndrome: A Meta-Analysis 2020 · article · en · Frontiers in Medicine | about_only w=3321 | 0/3 | OUThigh empirical Meta-analysis of factors associated with renal involvement in Sjogren's syndrome; synthesis used to answer a clinical question. | OUThigh empirical It uses meta-analysis to answer a clinical question about Sjögren's syndrome, not to study synthesis methods. | OUThigh empirical Clinical meta-analysis of renal involvement factors in primary Sjögren syndrome. |
| Prospects of Agroforestry as Climate-smart Agricultural Strategy in Cocoa Landscapes: Perspectives of Farmers in Ghana 2020 · article · en · Sustainable Agriculture Research | venue_new w=2684 | 0/3 | OUThigh empirical Qualitative study of farmers' willingness to adopt agroforestry in Ghana. | OUThigh empirical This examines Ghanaian farmers' agroforestry adoption perspectives, not research practice. | OUThigh empirical Farmer adoption of cocoa agroforestry in Ghana; agricultural development study. |
| BC Tree Fruit System-of-Systems Information Architecture (Initial Design and Review) 2020 · article · en · 2020 IEEE International Systems Conference (SysCon) | aff_core w=5595 | 0/3 | OUTmedium infrastructure/announcement Proposed information architecture for the BC tree fruit industry; agricultural business infrastructure, not research infrastructure. | OUThigh conceptual The paper designs an agricultural information architecture for growers rather than studying research infrastructure. | OUTmedium infrastructure/announcement Proposed information architecture for BC tree-fruit industry precision agriculture; grower industry systems, not research infrastructure as object of study. |
| In Situ Combustion for Heavy Oil: Toe-to-Heel Air Injection 2020 · dissertation · en · PRISM (University of Calgary) | fund_new w=1679 | 0/3 | OUThigh empirical Petroleum engineering dissertation on toe-to-heel air injection for heavy oil recovery. | OUThigh empirical It analyzes an oil-recovery process and its operational data, not research practice. | OUThigh empirical Petroleum engineering thesis on toe-to-heel air injection for heavy oil. |
| Spatial Differentiation and Vertical Mergers in Retail Markets for Gasoline 2012 · article · en · American Economic Review | about_only w=3321 | 0/3 | OUThigh empirical Empirical industrial organization study of spatial competition in gasoline retail. | OUThigh empirical The paper studies gasoline-market competition and mergers rather than research practice. | OUThigh empirical Industrial-organization economics of gasoline markets and mergers, not research evaluation. |
| Construct validity and reliability of the Concussion Knowledge Assessment Tool (CKAT). 2020 · article · en · PubMed | aff_core w=5595 | 0/3 | OUTmedium empirical Psychometric validation of a concussion knowledge instrument; domain measurement validation rather than a study of research practice. | OUThigh empirical It evaluates the validity and reliability of a concussion knowledge instrument, not research methods themselves. | OUThigh empirical Psychometric validation of a clinical concussion-knowledge tool for chiropractors, not research methods. |
| Continuing the Stolen Generations: Child Protection Interventions and Indigenous People 2013 · article · en · SSRN Electronic Journal | about_only w=3321 | 0/3 | OUThigh empirical Socio-legal study of child protection interventions and Indigenous families; the object is child welfare, not research. | OUThigh empirical The article studies Indigenous child-protection interventions and legal processes. | OUThigh empirical Legal/social analysis of Indigenous child-protection removals, not the research system. |
| Multinational firms in the world wine industry: an investigation into the determinants of most-favoured locations 2011 · preprint · en · RePEc: Research Papers in Economics | aff_core w=5595 | 0/3 | OUThigh empirical Economics paper on determinants of foreign direct investment locations for multinationals in the wine industry. | OUThigh empirical It studies foreign investment determinants in the wine industry, not research practice. | OUThigh empirical Business study of MNE location determinants in the wine industry. |
| Experiences of End-of-Life Care of Older Adults with Cancer From the Perspective of Stakeholdersin Iran: A Content Analysis Study 2021 · article · en · Asian Pacific Journal of Cancer Prevention | aff_core w=5595 | 0/3 | OUThigh empirical Qualitative study of end-of-life cancer care in Iran. | OUThigh empirical This is a qualitative study of end-of-life cancer care in Iran, not research itself. | OUThigh empirical Content analysis of end-of-life cancer care delivery in Iran; clinical/health services domain. |
| Reconfigurable intelligent surface-assisted uplink sparse code multiple access 2021 · article · en · Digital Collections portal (Koç University) | fund_new w=1679 | 0/3 | OUThigh empirical Wireless communications paper on reconfigurable intelligent surface-assisted sparse code multiple access. | OUThigh empirical It proposes a wireless-communication scheme and evaluates its performance, not research practice. | OUThigh empirical Wireless communications design for RIS-assisted SCMA; domain engineering, not metaresearch. |
| Blunted sympathetic neurovascular transduction is associated to the severity of obstructive sleep apnea 2021 · article · en · Clinical Autonomic Research | aff_core w=5595 | 0/3 | OUThigh empirical Sympathetic neurovascular transduction in sleep apnea; clinical physiology. | OUThigh empirical The title describes a clinical association involving sleep apnea, not research itself. | OUThigh empirical Clinical physiology of obstructive sleep apnea; title unambiguously medical domain research. |
| Cultural Sources of Strength and Resilience: A Case Study of Holistic Wellness Boxes for COVID-19 Response in Indigenous Communities 2021 · article · en · Frontiers in Sociology | about_only w=3321 | 0/3 | OUTmedium empirical Case study of a COVID-19 wellness box intervention in Indigenous communities; it invokes community-based participatory research principles as framing, but the object is the intervention. | OUThigh empirical This describes a wellness-box intervention for Indigenous communities rather than studying research itself. | OUThigh empirical Case study of Indigenous community wellness boxes during COVID; public health intervention, not research as object. |
| Radiograph prescription practices of dentists in Ontario, Canada 2021 · article · en · The Journal of the American Dental Association | fund_new w=1679 | 0/3 | OUThigh empirical No abstract; study of dentists' radiograph prescribing practices, i.e. clinical practice patterns rather than research practice. | OUTlow empirical The abstract is missing and the title indicates a study of dental practice rather than research practice. | OUThigh empirical Survey of dentists’ radiograph prescription practices in clinical care, not a study of research practice. |
| A WhatsApp community forum for improving critical thinking and practice skills of mental health providers in a conflict zone 2021 · article · en · Interactive Learning Environments | aff_core w=5595 | 0/3 | OUThigh empirical Qualitative evaluation of a WhatsApp community of practice supporting mental health providers' critical thinking in a conflict zone; the object is professional continuing education, not research practice. | OUThigh empirical The study evaluates a WhatsApp learning forum for mental-health providers rather than research practice. | OUThigh empirical Evaluation of a WhatsApp community of practice for mental-health providers’ skills; clinical training, not research workforce. |
| Validity and Interinstrument Reliability of a Medical Grade Physical Activity Monitor in Older Adults 2021 · article · en · Journal for the Measurement of Physical Behaviour | aff_core w=5595 | 0/3 | OUThigh empirical Validity and reliability study of a physical activity monitor device in older adults; instrument validation for a clinical measure, not research methodology. | OUThigh empirical It validates a physical-activity monitor for health measurement rather than studying research methods. | OUThigh empirical Instrument validity/reliability of a fitness monitor is assay-style measurement validation, not study of research methods. |
| Sex‐specific associations of human milk long‐chain polyunsaturated fatty acids and infant allergic conditions 2021 · article · en · Pediatric Allergy and Immunology | aff_core w=5595 | 0/3 | OUThigh empirical Association of human milk fatty acids with infant allergy; a clinical epidemiology question. | OUThigh empirical The study examines infant allergic conditions and human milk fatty acids rather than research itself. | OUThigh empirical Epidemiology of human-milk fatty acids and infant allergy; clinical nutrition cohort study. |
| Rapid Methadone and Concurrent Slow-Release Oral Morphine Titration in a Pregnant Fentanyl User 2021 · article · en · The Canadian Journal of Addiction | aff_core w=5595 | 0/3 | OUThigh empirical Case report of rapid methadone and slow-release morphine titration in a pregnant fentanyl user; a clinical management report. | OUThigh empirical The case report concerns treatment of opioid use disorder during pregnancy, not research itself. | OUThigh other Clinical case report of methadone and SROM titration in a pregnant fentanyl user. |
| Alistipes: The influence of a commensal on anxiety and depression 2019 · article · en | aff_core w=5595 | 0/3 | OUThigh empirical Review of gut microbiota mechanisms in anxiety and depression; domain biology. | OUThigh conceptual The review concerns gut microbiome mechanisms in anxiety and depression. | OUThigh conceptual Review of gut microbiota species and anxiety/depression; biomedical object. |
| Reading Across the World 2021 · article · en · IASL Annual Conference Proceedings | venue_new w=2684 | 0/3 | OUTmedium conceptual School librarianship paper on using international literature to build global citizenship in pupils; concerns school library pedagogy, not researchers' information behaviour. | OUThigh conceptual The paper analyzes translated literature and youth agency in educational contexts. | OUThigh empirical School-library/global citizenship education via translated youth literature, not researcher information behaviour. |
| Bayesian hierarchical models for mapping lung cancer mortality in Ontario 2000 · dissertation · en · TSpace | about_only w=3321 | 0/3 | OUTlow empirical Dissertation on Bayesian disease mapping of Ontario lung cancer mortality; abstract is missing, and the title reads as applied epidemiology rather than research-on-research. | OUTlow empirical The title concerns mapping lung cancer mortality with Bayesian models, while the abstract is insufficient to add detail. | OUTmedium empirical Uses Bayesian hierarchical models to map lung-cancer mortality; method-as-tool for epidemiology, not study of the method. |
| Mitochondrial volume density and evidence for its role in adaptive divergence in response to thermal tolerance in threespine stickleback 2021 · article · en · Journal of Comparative Physiology B | aff_core w=5595 | 0/3 | OUThigh empirical Comparative physiology study of mitochondrial volume density and thermal tolerance in stickleback. | OUThigh empirical It studies stickleback physiology and adaptive divergence rather than research itself. | OUThigh empirical Title-only stickleback thermal physiology paper; domain evolutionary biology. |
| Patellofemoral Osteoarthritis Progresses After Medial Open‐Wedge High Tibial Osteotomy: A Systematic Review 2021 · review · en · Arthroscopy The Journal of Arthroscopic and Related Surgery | aff_core w=5595 | 0/3 | OUThigh empirical Systematic review used to answer a clinical question about osteoarthritis progression after osteotomy. | OUThigh empirical This systematic review answers a clinical question about osteoarthritis progression rather than studying evidence synthesis methods. | OUThigh empirical Clinical systematic review answering a surgical/OA outcomes question; uses synthesis method rather than studying it. |
| Disparition rapide de la grippe après la mise en œuvre de mesures d'atténuation de la COVID-19 à Hamilton, Ontario 2021 · article · fr · Relevé des maladies transmissibles au Canada | french w=1554 | 0/3 | OUThigh empirical Epidemiological analysis of the collapse in influenza positivity after COVID-19 mitigation in Hamilton; a Canadian setting but the object is viral epidemiology, not the research system. | OUThigh empirical The study examines influenza incidence after public health interventions, not the conduct of research. | OUThigh empirical Epidemiology of influenza under COVID-19 public health measures; studies disease incidence, not research practice. |
| Combien d’acceptions le mot keuz ‘regret’ a-t-il ? 2014 · article · fr · La Bretagne linguistique | french w=1554 | 0/3 | OUThigh empirical Lexicographic analysis of the senses of a Breton word; linguistics (word polysemy, not the metaresearch sense). | OUThigh conceptual It analyzes lexical polysemy in Breton, not research itself. | OUThigh empirical Lexical semantics of a Breton polysemous word for dictionary description; linguistics domain. |
| Ten‐Year Clinical Outcomes of Biodegradable Versus Durable Polymer New‐Generation Drug‐Eluting Stent in Patients With Coronary Artery Disease With and Without Diabetes Mellitus 2021 · article · en · Journal of the American Heart Association | about_only w=3321 | 0/3 | OUThigh empirical Ten-year clinical outcomes of drug-eluting stents in a randomized trial subgroup analysis. | OUThigh empirical It compares long-term clinical outcomes of coronary stents. | OUThigh empirical Ten-year clinical stent outcomes in CAD with/without diabetes is clinical evaluation, not research-as-object. |
| The Influence of Messaging on Perceptions of Careers in Veterinary Medicine: Do Gender Stereotypes Matter? 2021 · article · en · Journal of Veterinary Medical Education | venue_new w=2684 | 0/3 | OUTmedium empirical Experiment on gendered messaging and perceptions of veterinary careers; the object is a clinical profession's workforce, not the research workforce. | OUThigh empirical The study examines gendered perceptions of veterinary careers rather than the research workforce or research practice. | OUThigh empirical Gendered messaging and career perceptions in veterinary medicine concerns a clinical profession, not research careers or science practice. |
| New law for new space: the case for a comprehensive Canadian space law 2020 · article · en · eScholarship@McGill (McGill) | about_only w=3321 | 0/3 | OUThigh policy Legal-policy thesis recommending a comprehensive Canadian space law; concerns regulation of commercial space activity, not the Canadian research system. | OUThigh policy The object is Canadian space regulation and law rather than the Canadian research system. | OUThigh policy Legal analysis of Canadian commercial space regulation, not the Canadian research system. |
| Maternal cigarette smoking and cleft lip and palate: A systematic review and meta-analysis 2021 · review · en · medRxiv | about_only w=3321 | 0/3 | OUThigh empirical Systematic review and meta-analysis used to answer an etiological question about smoking and orofacial clefts; uses a synthesis method rather than studying one. | OUThigh empirical This systematic review answers a clinical etiological question rather than studying evidence synthesis methodology. | OUThigh empirical Uses systematic review and meta-analysis to answer a clinical etiology question; method used, method not studied. |
| Guide canadien de conception géométrique des routes : Chapitre 2 – Contraintes, classification et uniformité de la conception 2017 · article · fr | french w=1554 | 0/3 | OUTmedium policy Chapter of a Canadian geometric road design guide; an engineering standards document about roads, not research. | OUThigh policy It is a road-design guide concerned with engineering practice, not research practice. | OUThigh policy Chapter of a Canadian road geometric design guide; engineering standard, not the research system. |
| Online Opportunities in Secularizing Societies? Clergy and the COVID-19 Pandemic in Ireland 2021 · article · en · Religions | fund_new w=1679 | 0/3 | OUThigh empirical Survey of clergy adopting online ministry during COVID; sociology of religion. | OUThigh empirical The study examines clergy and online ministries during COVID-19 rather than research. | OUThigh empirical Sociology of religion on clergy online ministries during COVID in Ireland; not about research practice. |
| Processus de développement d’une trousse d’accompagnement pour l’examen médical des nouveaux arrivants francophones : un exemple de coopération 2020 · article · fr · Lu Zone Ul (Laurentian University) | french w=1554 | 0/3 | OUTlow empirical Describes how a multi-partner collaborative research process produced a toolkit for the medical examination of francophone newcomers; the deliverable and object are a clinical practice resource, though the paper is framed as an example of collaborative research process, which puts it near the boundary. | OUThigh empirical The work describes development of a healthcare toolkit, using collaborative research without studying research itself. | OUThigh empirical Development of a clinical toolkit for medical exams of Francophone newcomers; healthcare practice tool, not research methods. |
| Anomalous nature of outbursts of black hole candidate 4U 1630−472 2021 · preprint · en · Monthly Notices of the Royal Astronomical Society | fund_new w=1679 | 0/3 | OUThigh empirical X-ray astronomy analysis of outbursts from a Galactic black hole candidate; the object is an astrophysical source. | OUThigh empirical This study analyzes black hole outbursts using astronomical observations, not research itself. | OUThigh empirical Astrophysics of black-hole candidate outbursts; domain physical science. |
| The Effects of Information Acquisition Effort, Psychological Ownership, and Reporting Context on Opportunistic Managerial Reporting* 2021 · article · en · Contemporary Accounting Research | venue_new w=2684 | 0/3 | OUThigh empirical Accounting experiment on opportunistic managerial reporting; 'reporting' is budget reporting by managers, not research reporting. | OUThigh empirical The experiment studies managerial reporting behavior, not research practice. | OUThigh empirical Accounting experiment on managerial budget reporting and honesty; reporting here is business reporting, not research reporting. |
| Metabolic and Functional Phenotype of Pathologic Cardiac Hypertrophy in Rodents 2006 · article · en · The FASEB Journal | aff_core w=5595 | 0/3 | OUThigh empirical Comparative rodent physiology of cardiac hypertrophy. | OUThigh empirical It experimentally studies cardiac metabolism in rodents, not research practice. | OUThigh empirical Comparative cardiac metabolism of hypertrophied rodent hearts; biomedical physiology. |
| Vaccinomics-driven proteome-wide screening of <i>Haemophilus influenzae</i> for the prediction of common putative vaccine candidates 2021 · article · en · Canadian Journal of Microbiology | venue_new w=2684 | 0/3 | OUThigh empirical Proteome wide screening for vaccine candidates; the object is bacterial immunogenicity. | OUThigh empirical The work predicts vaccine candidates for Haemophilus influenzae rather than studying research practice. | OUThigh empirical In silico vaccine-candidate discovery for H. influenzae is biomedical domain science using methods, not studying methods. |
Ce que le tri a réellement trouvé
Trois modèles de pointe (Opus 4.8, GPT-5.6 high, Grok 4.5) ont trié les mêmes 1 000 travaux de la VRAIE base de 4,3 M, sur la charge utile COMPLÈTE de huit champs de la grille, avec des lots randomisés consignés au manifeste et des étiquettes écrites par le dispositif : chaque défaut relevé par D1, D2, D11 et le constat 16, réparé. Les taux de base pondérés par le plan de sondage s'étendent de 1,89 % à 3,54 % (1,9 fois). Mais ce sont les ensembles qui font le constat, comme le constat 16 le prédisait : des 51 travaux qu'AU MOINS UN modèle a qualifiés de métarecherche, seulement 19 (37 %) l'ont été par LES TROIS, et 24 (47 %) reposent sur l'avis d'un seul modèle. LA FRONTIÈRE DU DOMAINE N'EST PAS UNE LIGNE QUE LES MODÈLES PARTAGENT ; C'EST UNE RÉGION QUE CHACUN DÉCOUPE À SA FAÇON. GPT-5.6 a de plus enfreint le schéma de sortie verrouillé sur 18 des 1 000 notices, en écrivant des valeurs de genre dans le champ du niveau, ce que le validateur de manifeste a détecté. Le livrable n'est pas le taux de base : c'est le dossier des désaccords, les 51 travaux qui marquent la frontière empirique du domaine et sur lesquels les critères d'inclusion doivent réellement être rédigés.
Calculé le 2026-07-12T19:52:14Z · les 22 constats · ce dossier en JSON