MétaCan

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.

Au moins un modèle a dit métarecherche
51
le dossier des désaccords : la frontière empirique du domaine
Les trois d’accord
19
37,3 % du dossier : le noyau consensuel
Deux sur trois
8
contesté
Un seul modèle
24
47,1 % du dossier repose sur l'avis d'un seul modèle

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.

Claude Opus 4.8
42
GPT-5.6 (high)
31
Grok 4.5
24

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.

949 travaux
TravailStraten_inOpus 4.8GPT-5.6Grok 4.5
Systematic pole-zero sorting method for neuro-TF modeling of electromagnetic response
2024 · article · en · Optics Express
aff_core
w=5595
0/3OUThigh
empirical

Engineering paper on a pole-zero sorting method for electromagnetic response modeling; the object is a modeling technique in electronics.

OUThigh
empirical

The paper develops a modeling method for electromagnetic filter responses, not research practice.

OUThigh
empirical

Engineering parametric modeling of EM filter responses, not research about research.

Armand Mattelart : repères biographiques
2015 · book-chapter · fr · HAL (Le Centre pour la Communication Scientifique Directe)
french
w=1554
0/3T3low
other

Biographical chronology of a communication scholar; contextual material about a researcher's career, akin to the obituary/biographical items the rubric places in T3, and the record has no real abstract.

OUThigh
other

It is a biographical account of a scholar, not a study of research itself.

OUTlow
other

Biographical notes on Armand Mattelart; thin abstract and not about research as object.

Chapter 8 Canada, Quebec, and La Francophonie
2018 · book-chapter · en · University of Ottawa Press eBooks
about_only
w=3321
0/3OUTmedium
other

Book chapter on Canada, Quebec and la Francophonie; political relations, not the research system.

OUTlow
conceptual

The title identifies a chapter about Canada, Quebec, and Francophonie but provides too little information to indicate metaresearch.

OUTlow
other

Chapter on Canada, Quebec, and La Francophonie with empty abstract; no evidence object is research rather than politics/culture.

Cahier couleur
2016 · book-chapter · fr · Presses universitaires de Rennes eBooks
french
w=1554
0/3OUThigh
other

Book insert listing colour illustrations; no research content.

OUThigh
other

The chapter consists of historical and geographic illustrations rather than metaresearch.

OUThigh
other

Color-plate figure insert for a book on borders, not research as object.

Les milieux alternatifs de scolarisation : de nouveaux entrepreneurs sociaux ?
2024 · article · fr · Les Sciences de l éducation - Pour l Ère nouvelle
french
w=1554
0/3OUThigh
empirical

Case studies of alternative schooling settings as social entrepreneurship; the object is education provision.

OUThigh
empirical

The study examines social entrepreneurship and alternative schooling in Quebec.

OUThigh
empirical

Social entrepreneurship framing of alternative Quebec schooling; education/society, not research systems.

Abrupt Monetary Policy Change and Unanchoring of Inflation Expectations
2024 · article · en · SSRN Electronic Journal
aff_core
w=5595
0/3OUTmedium
empirical

Economics paper on monetary policy and inflation expectations with no abstract; a macroeconomics question.

OUTlow
empirical

The title indicates an economics study rather than metaresearch, but the abstract is missing.

OUTlow
other

Title indicates monetary-policy economics; no abstract, so judged title-only and clearly not metaresearch.

Freedom of religion : Comparative perspectives France-Canada
2015 · preprint · fr
french
w=1554
0/3OUThigh
conceptual

Comparative legal analysis of freedom of religion in France and Canada; constitutional law, not the research system.

OUThigh
conceptual

The dissertation compares constitutional approaches to religious freedom rather than studying research.

OUThigh
conceptual

Comparative constitutional law on religious freedom in France and Canada, not the research system.

Spectrotemporal cues and attention jointly modulate fMRI network topology for sentence and melody perception
2024 · article · en · Scientific Reports
aff_core
w=5595
0/3OUThigh
empirical

fMRI study of speech and melody perception and network topology.

OUThigh
empirical

It studies neural processing of speech and music using fMRI.

OUThigh
empirical

fMRI network study of speech and music perception is cognitive neuroscience.

Importance of Product-Specific Testing in Determining Durability Reduction Factor for Polyester Geogrids in High pH Conditions
2024 · article · en
aff_core
w=5595
0/3OUThigh
empirical

Geotechnical testing of polyester geogrid durability; the standards at issue are engineering design standards, not research standards.

OUThigh
empirical

It experimentally evaluates geogrid durability under alkaline conditions.

OUThigh
empirical

Geogrid durability product testing is civil/geotechnical engineering.

The risk factors for arteriovenous fistula dysfunction in maintenance hemodialysis patients: A cross‐sectional study
2024 · article · en · Hemodialysis International
venue_new
w=2684
0/3OUThigh
empirical

Cross-sectional clinical study of risk factors for arteriovenous fistula dysfunction in hemodialysis patients.

OUThigh
empirical

It studies clinical risk factors for arteriovenous-fistula dysfunction, not research practice.

OUThigh
empirical

Clinical risk factors for AVF dysfunction in dialysis; medical object.

Adult Services and Employment for Adults with Autism: Options, Challenges, and Hope
2024 · book-chapter · en
aff_core
w=5595
0/3OUThigh
other

Book chapter on adult services and employment for adults with autism; the object is disability service provision.

OUTlow
conceptual

The title concerns employment and services for autistic adults, not research itself.

OUTlow
other

Book chapter on autism adult services/employment; empty abstract, domain social/clinical topic.

Aparté sur le sens de la douleur
2023 · article · fr · Petite revue de philosophie
french
w=1554
0/3OUTmedium
conceptual

French-language philosophical essay on the meaning of pain; the object is suffering, not research.

OUThigh
conceptual

It is a philosophical discussion of pain, not research itself.

OUTmedium
editorial/commentary

Brief philosophical aside on the meaning of pain; not about research practice.

Review of the subgenera Metopius Panzer and Peltastes Illiger of the genus Metopius Panzer (Hymenoptera: Ichneumonidae: Metopiinae) from Japan
2024 · article · en · Zootaxa
aff_core
w=5595
0/3OUThigh
empirical

Taxonomic revision of Metopius wasp subgenera in Japan; insect systematics.

OUThigh
empirical

It revises the taxonomy of Japanese wasps, not research practice.

OUThigh
empirical

Taxonomic review of Japanese Metopius wasps; entomology systematics.

De la ouananiche (Salmo salar) dans une rivière en milieu agricole près de chez vous : le cas de la Petite rivière Eusèbe au Saguenay–Lac-Saint-Jean
2024 · article · fr · Le Naturaliste canadien
french
w=1554
0/3OUThigh
empirical

Freshwater ecology note on landlocked salmon in an agricultural watershed.

OUThigh
empirical

The article concerns landlocked salmon in a Quebec river, not research practice.

OUTmedium
other

Natural-history note on landlocked salmon in a Quebec agricultural river; domain ecology.

The frequency of metal enrichment of cool helium-atmosphere white dwarfs using the DESI early data release
2024 · article · en · Monthly Notices of the Royal Astronomical Society Letters
aff_core
w=5595
0/3OUThigh
empirical

Astronomy paper on the frequency of metal enrichment in helium-atmosphere white dwarfs using DESI data.

OUThigh
empirical

It estimates planetary material frequency around white dwarfs, not research practice.

OUThigh
empirical

Astrophysics measurement of metal enrichment frequency in cool helium white dwarfs.

Gecko-inspired dry adhesives for heritage conservation – tackling the surface roughness with empirical testing and finite element modelling
2023 · dataset · en · Figshare
aff_core
w=5595
0/3OUThigh
empirical

Materials testing of gecko-inspired dry adhesives for heritage conservation.

OUThigh
empirical

The study tests adhesives for heritage conservation rather than research methods or systems.

OUThigh
empirical

Materials testing of gecko-inspired adhesives for heritage conservation, domain applied science.

The clinical effects of individual career counseling on clients’ psychological distress
2024 · article · en · The Career Development Quarterly
aff_core
w=5595
0/3OUThigh
empirical

Study of the clinical effects of career counseling on psychological distress; the object is counseling outcomes.

OUThigh
empirical

The study evaluates clinical effects of career counseling, not research itself.

OUThigh
empirical

Clinical outcomes of career counseling for client distress; counseling effectiveness, not research systems.

Challenges and opportunities in achieving secure hospital clinical mobility management: An illustrative use case
2024 · article · en · Journal of Hospital Administration
venue_new
w=2684
0/3OUThigh
empirical

Health IT use case on managing shared clinical mobile devices in a hospital system.

OUThigh
empirical

It describes a hospital technology-management use case, not research practice.

OUThigh
empirical

Hospital shared mobile-device management use case is clinical IT operations, not metaresearch.

Balancing of Robustness and Performance for Triple Inverted Pendulum Using μ-Synthesis and Gazelle Optimization
2024 · article · en · Journal Européen des Systèmes Automatisés
venue_new
w=2684
0/3OUThigh
empirical

Robust control design for a triple inverted pendulum using mu-synthesis and a metaheuristic; a control engineering contribution.

OUThigh
empirical

The paper develops and simulates a control strategy for an inverted pendulum, not research practice.

OUThigh
empirical

Control-engineering paper balancing robustness and performance of a triple inverted pendulum.

Device-specific quality of life: results from the ATLAS trial—avoid transvenous leads in appropriate subjects
2024 · article · en · European Journal of Cardiovascular Nursing
aff_core
w=5595
0/3OUThigh
empirical

Patient-reported quality of life outcomes from a defibrillator trial; a clinical result, not a study of trial practice.

OUThigh
empirical

This is a clinical trial outcomes analysis, and methodological terms are incidental.

OUThigh
empirical

Clinical trial report of ICD device quality of life; object is medical device outcomes, not research methods.

Development of an mRNA-based therapeutic vaccine mHTV-03E2 for high-risk HPV-related malignancies
2024 · article · en · Molecular Therapy
aff_core
w=5595
0/3OUThigh
empirical

Development of an mRNA therapeutic vaccine for HPV-related malignancies; the object is a vaccine.

OUThigh
empirical

It concerns development of a therapeutic cancer vaccine, not research practice.

OUThigh
other

Therapeutic HPV mRNA vaccine development; biomedical product research, not metaresearch.

Comparison of three diagnostic strategies for suspicion of pulmonary embolism: planar ventilation-perfusion scan (V/Q), CT pulmonary angiography (CTPA) and single photon emission CT ventilation-perfusion scan (SPECT V/Q): a protocol of a randomised controlled trial
2024 · article · en · BMJ Open
aff_core
w=5595
0/3OUThigh
empirical

Protocol for a randomized trial comparing imaging strategies for diagnosing pulmonary embolism; the strategies are clinical diagnostic methods, not research methods.

OUThigh
empirical

The protocol evaluates diagnostic strategies for pulmonary embolism.

OUThigh
empirical

RCT protocol comparing PE diagnostic imaging strategies; clinical diagnostic research.

Long-Term Safety and Efficacy of Voclosporin in Patients With Lupus Nephritis and Low eGFR
2022 · article · en · Journal of the American Society of Nephrology
aff_core
w=5595
0/3OUThigh
empirical

Post-hoc analysis of voclosporin safety and efficacy in lupus nephritis with low eGFR; a clinical trial analysis.

OUThigh
empirical

The analysis evaluates the safety and efficacy of a lupus nephritis treatment, not research itself.

OUThigh
empirical

Clinical efficacy and safety of voclosporin in lupus nephritis; therapeutic domain study.

Tegoprubart for the Prevention of Rejection in Kidney Transplant: Update of Emerging Data from an Ongoing Trial
2023 · article · en · Journal of the American Society of Nephrology
aff_core
w=5595
0/3OUThigh
empirical

Interim clinical trial results for an antibody preventing kidney transplant rejection.

OUThigh
empirical

The work reports a kidney-transplant treatment trial rather than studying research methods.

OUThigh
empirical

Clinical transplant trial update on an immunosuppressive drug, domain medicine.

Lifespan Effects of Muscle-specific Androgen Receptor Overexpression on Body Composition of Male and Female Rats
2024 · article · en · Physiology
aff_core
w=5595
0/3OUThigh
empirical

Physiology experiment on muscle androgen receptor overexpression and body composition in rats.

OUThigh
empirical

It studies androgen receptor effects in rats, not research practice.

OUThigh
empirical

Physiology study of androgen receptor overexpression and body composition in rats.

Les changements climatiques et les critères et indicateurs d’aménagement durable des forêts : plaidoyer pour une vision élargie des relations communauté-forêt au Canada
2024 · article · fr · VertigO
french
w=1554
0/3OUTmedium
conceptual

Argues for revising criteria and indicators of sustainable forest management under climate change; forest policy indicators, not research evaluation.

OUThigh
conceptual

This article discusses forest-management indicators and climate adaptation, not indicators of research.

OUThigh
conceptual

Forest-community sustainability indicators under climate change in Canada; forest policy, not the Canadian research system.

Implementing intersectoral alcohol policies at the local level: A case study from Santiago, Chile, 2014-2017
2024 · article · en · The International Journal of Alcohol and Drug Research
venue_new
w=2684
0/3OUThigh
empirical

Case study of municipal alcohol control policy implementation; health policy, not research policy.

OUThigh
empirical

The work evaluates local alcohol-control policy implementation in Santiago.

OUThigh
empirical

Case study of local alcohol-control policy implementation in Chile; public health policy, not research practice.

Table des Matières
2022 · book-chapter · fr · Presses de l'Université du Québec eBooks
french
w=1554
0/3OUThigh
other

Book front matter (table of contents); no research content.

OUTlow
other

The title indicates a table of contents with no substantive information about the object of study.

OUTlow
other

Table of contents with no abstract; not a study of research practice.

Epinephrine Dosing Intervals Are Associated With Pediatric In-Hospital Cardiac Arrest Outcomes: A Multicenter Study*
2024 · article · en · Critical Care Medicine
fund_new
w=1679
0/3OUThigh
empirical

Secondary analysis of trial data on epinephrine dosing intervals and pediatric cardiac arrest outcomes; a clinical question.

OUThigh
empirical

It evaluates epinephrine dosing intervals and cardiac-arrest outcomes, not research practice.

OUThigh
empirical

Pediatric cardiac-arrest outcomes vs epinephrine dosing intervals; clinical resuscitation research.

Degrees are Useless in SNORT When Measuring Temperature
2024 · preprint · en · arXiv (Cornell University)
fund_new
w=1679
0/3OUThigh
conceptual

Combinatorial game theory result on temperature in the game SNORT; pure mathematics.

OUThigh
conceptual

This mathematical paper studies temperatures in a combinatorial game, not research.

OUThigh
conceptual

Combinatorial game theory analysis of Snort temperature; not measurement science of research.

Progress of plant‐derived non‐starch polysaccharides and their challenges and applications in future foods
2024 · review · en · Comprehensive Reviews in Food Science and Food Safety
aff_core
w=5595
0/3OUThigh
conceptual

Review of plant-derived polysaccharides for future foods; food science.

OUThigh
other

This review concerns plant polysaccharides and food applications rather than research itself.

OUThigh
other

Domain review of plant non-starch polysaccharides for future foods; food science, not metaresearch.

VERS UN CHEMIN DE VIE EN VÉRITÉ
2021 · article · fr · Science et Esprit
french
w=1554
0/3OUThigh
conceptual

Theological essay on truth, faith and existence; not about research.

OUThigh
conceptual

The article develops a theological account of truth and faith rather than studying research.

OUThigh
conceptual

Theological-philosophical essay on truth and faith; not about research as object.

eLife Assessment: Antigenic drift and subtype interference shape A(H3N2) epidemic dynamics in the United States
2024 · peer-review · en
aff_core
w=5595
0/3OUThigh
other

eLife peer-review assessment of an influenza epidemiology paper; it is a peer review artifact whose object is viral dynamics, not a study of peer review.

OUThigh
editorial/commentary

The work studies influenza epidemic dynamics rather than research practice.

OUThigh
other

eLife assessment of an influenza epidemiology paper; peer review as document, not study of peer review or research practice.

Effects of forage feeding level on ruminal pH and metabolic adaptation of the rumen epithelium in pre-weaned Jersey calves
2024 · article · en · Veterinary and Animal Science
aff_core
w=5595
0/3OUThigh
empirical

Animal nutrition trial on forage feeding in calves; domain science.

OUThigh
empirical

This experiment studies calf nutrition and rumen physiology, not research.

OUThigh
empirical

Animal nutrition physiology study of calf rumen pH and SCFA transport.

TOI-757 b: an eccentric transiting mini-Neptune on a 17.5-d orbit
2024 · preprint · en · arXiv (Cornell University)
fund_new
w=1679
0/3OUThigh
empirical

Spectroscopic characterization of an exoplanet; astronomy.

OUThigh
empirical

This characterizes an exoplanet and its formation, not research practice.

OUThigh
empirical

Exoplanet discovery and characterization of TOI-757 b; domain astronomy.

Taxonomy of Leodice Lamarck, 1818 (Annelida, Eunicidae) from Northeast Brazil (Tropical Southwest Atlantic Ocean) with description of a new species
2024 · article · en · Zootaxa
aff_core
w=5595
0/3OUThigh
empirical

Polychaete taxonomy with description of a new species.

OUThigh
empirical

The work presents a taxonomic study of marine worms, not a study of research.

OUThigh
empirical

Taxonomic description of marine annelids; object is biodiversity systematics.

De l’acadianité en contexte louisianais : <i>Les Veillées d’une soeur ou le destin d’un brin de mousse</i> (1877), autobiographie de Désirée Martin
2020 · book-chapter · fr
french
w=1554
0/3OUThigh
conceptual

Literary studies chapter on Acadian identity in a nineteenth-century Louisiana autobiography; no research-practice object.

OUThigh
conceptual

This book chapter analyzes a literary autobiography and does not study research practice.

OUThigh
conceptual

Literary/historical chapter on Acadian identity in a Louisiana autobiography.

Resilience Informatics: Role of Informatics in Enabling and Promoting Public Health Resilience to Pandemics, Climate Change, and Other Stressors
2024 · article · en · Interactive Journal of Medical Research
venue_new
w=2684
0/3OUThigh
editorial/commentary

Viewpoint on informatics for public health resilience; commentary on health technology, not on research practice.

OUThigh
conceptual

This viewpoint concerns public-health resilience technologies and does not study research itself.

OUThigh
conceptual

Viewpoint on informatics for public-health resilience to pandemics/climate; applied public health, not studying research.

The 3D Lyman-<i>α</i> forest power spectrum from eBOSS DR16
2024 · article · en · Monthly Notices of the Royal Astronomical Society
fund_new
w=1679
0/3OUThigh
empirical

Cosmology measurement of the 3D Lyman-alpha forest power spectrum from eBOSS; the object is large-scale structure.

OUThigh
empirical

The paper measures a cosmological power spectrum and evaluates its modeling pipeline.

OUThigh
empirical

Cosmology measurement of the 3D Lyman-alpha forest power spectrum.

Editorial: Experience with quantum annealing computation
2024 · editorial · en · Frontiers in Computer Science
aff_core
w=5595
0/3OUTmedium
editorial/commentary

No abstract; editorial introducing a research-topic collection on quantum annealing, i.e. commentary about a domain literature rather than about research practice.

OUThigh
editorial/commentary

The editorial concerns quantum annealing computation as a scientific topic, not research practice.

OUTmedium
editorial/commentary

Editorial on quantum annealing computation experience; domain computing topic, not research systems (no abstract).

Towards the Enhancement of Buildings’ Sustainability: IoT-Based Building Management Systems (IoT-BMS)
2024 · article · en · IOP Conference Series Earth and Environmental Science
aff_core
w=5595
0/3OUThigh
empirical

IoT-based building management system for energy efficiency; an engineering solution.

OUThigh
empirical

This work presents an IoT building-management solution and does not study research itself.

OUThigh
empirical

IoT building-management systems for energy efficiency; applied engineering, not a study of research.

FPGA based Time-To-Digital Converter for Time of Flight Computed Tomography
2024 · article · en
aff_core
w=5595
0/3OUThigh
empirical

FPGA time-to-digital converter for time-of-flight CT; instrumentation engineering.

OUThigh
empirical

This is an engineering study of a time-to-digital converter for medical imaging, not of research practice.

OUThigh
empirical

Domain medical-imaging hardware engineering; object is a TDC device, not research practice.

Empathy and High-Fidelity Human Patient Simulators: A Critical Analysis of Undergraduate Nursing Education
2024 · article · en · Quality Advancement in Nursing Education - Avancées en formation infirmière
venue_new
w=2684
0/3OUTmedium
conceptual

Discussion paper critiquing high-fidelity simulation for empathy development in undergraduate nursing education; the object is pedagogy and professional training for practice, not research practice.

OUThigh
conceptual

This discussion concerns simulation-based nursing education and empathy, not research itself.

OUThigh
conceptual

Critique of simulators in undergraduate nursing education for empathy; professional pedagogy, not research-as-object.

Redefining medical education: harnessing the power of patient feedback
2024 · article · en · Frontiers in Medicine
about_only
w=3321
0/3OUThigh
editorial/commentary

Viewpoint advocating patient feedback in clinical training; the object is medical education, not the research workforce or research practice.

OUThigh
editorial/commentary

This viewpoint advocates patient feedback in medical education, not the conduct of research.

OUThigh
editorial/commentary

Viewpoint on patient feedback in clinical medical education, not research training or metaresearch.

Internalizing ASR with Implicit Chain of Thought for Efficient Speech-to-Speech Conversational LLM
2024 · preprint · en · arXiv (Cornell University)
fund_new
w=1679
0/3OUThigh
empirical

Machine learning method internalizing ASR chain of thought in a speech-to-speech conversational LLM; a model architecture contribution.

OUThigh
empirical

The preprint develops a speech-to-speech language-model method, not a study of research practice.

OUThigh
empirical

Speech LLM engineering for ASR chain-of-thought; AI systems research, not metaresearch.

Which failures do patient‐specific quality assurance systems need to catch?
2024 · article · en · Medical Physics
aff_core
w=5595
0/3OUThigh
empirical

Failure-mode analysis for radiotherapy patient-specific quality assurance; 'quality assurance' here is clinical dosimetry, not research practice (polysemy).

OUThigh
empirical

This study evaluates clinical radiotherapy quality assurance rather than research quality or practice.

OUThigh
empirical

Clinical radiotherapy patient-specific QA failure modes; quality-assurance polysemy, not research integrity or methods research.

Gérard Noiriel, Préférence nationale. Leçon d’histoire à l’usage des contemporains
2024 · article · fr · Hommes & migrations
french
w=1554
0/3OUThigh
editorial/commentary

Book review of a historian's essay on national preference and immigration politics; domain commentary.

OUThigh
other

This is a book review about immigration history and does not study research practice.

OUThigh
editorial/commentary

Book review of Noiriel on national-preference immigration history; not about research practice.

PATH-34. IT NEVER RAINS BUT IT POURS - DIAGNOSING ANAPLASTIC PLEOMORPHIC XANTHASTROCYTOMA TWICE IN A FORTNIGHT - OUR EXPERIENCE IN A RESOURCE CONSTRAINED SETTING
2024 · article · en · Neuro-Oncology
aff_core
w=5595
0/3OUThigh
empirical

Neuro-oncology case report of two brain tumor diagnoses.

OUThigh
empirical

This reports clinical case experiences involving a rare brain tumor, not research practice.

OUThigh
empirical

Clinical case reports of rare brain tumours and their diagnosis/treatment.

A β-hydroxybutyrate shunt pathway generates anti-obesity ketone metabolites
2024 · article · en · Cell
aff_core
w=5595
0/3OUThigh
empirical

Biochemistry of a ketone body shunt pathway and anti-obesity metabolites.

OUThigh
empirical

This is a biomedical study of ketone metabolism and obesity in mice and humans.

OUThigh
empirical

Biochemistry paper identifying a ketone metabolite pathway; domain molecular biology.

Army spouses’ mental health treatment engagement: The role of barriers to care
2024 · article · en · Journal of Military Veteran and Family Health
venue_new
w=2684
0/3OUThigh
empirical

Study of barriers to mental health treatment engagement among army spouses; a health services question.

OUThigh
empirical

It studies mental health treatment barriers among army spouses, not research practice.

OUThigh
empirical

Military family mental health care barriers among army spouses; service use, not research.

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