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.

1 000 travaux
TravailStraten_inOpus 4.8GPT-5.6Grok 4.5
Quantifying the mechanisms for segmental duplications in mammalian genomes by statistical analysis and modeling
2005 · article · en · Proceedings of the National Academy of Sciences
fund_new
w=1679
0/3OUThigh
empirical

Statistical modelling of the molecular mechanisms of segmental duplication in mammalian genomes.

OUThigh
empirical

It models mechanisms of mammalian genomic duplication, not research methods or research governance.

OUThigh
empirical

Genomics study of mechanisms of mammalian segmental duplications; domain biology.

The UTIAS multi-robot cooperative localization and mapping dataset
2011 · article · en · The International Journal of Robotics Research
aff_core
w=5595
0/3OUTmedium
infrastructure/announcement

Descriptor for a multi-robot localization and mapping dataset; sharing a domain benchmark dataset is doing research, not studying data sharing, so it falls outside the metaresearch ecosystem despite being a resource paper.

OUThigh
empirical

The paper presents a robotics dataset for use in research but does not study research infrastructure itself.

OUThigh
empirical

Robotics multi-robot localization and SLAM dataset for domain algorithms, not research practice.

Model of cell signal transduction in a three-dimensional domain
2011 · article · en · Journal of Mathematical Biology
aff_core
w=5595
0/3OUThigh
empirical

Mathematical model of cell signal transduction in a 3D domain; a mathematical-biology question.

OUThigh
conceptual

It presents a model of cellular signaling, not research practice.

OUThigh
other

Mathematical model of cell signal transduction; domain computational biology.

Recent star formation in the Lupus clouds as seen by<i>Herschel</i>
2012 · article · en · Astronomy and Astrophysics
aff_core
w=5595
0/3OUThigh
empirical

Astrophysical study of star formation in the Lupus clouds.

OUThigh
empirical

The article studies star formation in molecular clouds, not the conduct of research.

OUThigh
empirical

Astrophysics of star formation in Lupus clouds, domain science.

Use of isolated digestive-gland cells in the study of biochemical and physiological processes in gastropod molluscs
2000 · article · en · Comparative Biochemistry and Physiology Part A Molecular & Integrative Physiology
aff_core
w=5595
0/3OUThigh
empirical

Laboratory technique paper on isolated digestive-gland cells in molluscs; a bench method, not research methodology as an object of study.

OUThigh
empirical

This work uses isolated cells to study gastropod physiology, not research methods as an object.

OUThigh
empirical

Mollusc physiology methods paper using digestive-gland cells; domain biology despite 'study of' phrasing.

Why so repressed? Turning off transcription during plant growth and development
2009 · review · en · Current Opinion in Plant Biology
fund_new
w=1679
0/3OUThigh
conceptual

Review of transcriptional repression in plant development; plant molecular biology.

OUThigh
other

This review concerns plant transcription biology, not the practice or system of research.

OUThigh
conceptual

Plant molecular biology review of transcriptional repression; title unambiguously domain research.

FES kinases are required for oncogenic FLT3 signaling
2010 · article · en · Leukemia
fund_new
w=1679
0/3OUThigh
empirical

FES kinases in oncogenic FLT3 signaling; cancer cell biology.

OUTlow
empirical

The title indicates a cancer-biology study, not research itself, but the abstract is missing.

OUThigh
empirical

Biomedical paper on FES kinases in oncogenic FLT3 signaling; title is unambiguous domain biology.

Baroclinic Instability in an Euler Equations–Based Column Model: The Coexistence of a Deep Synoptic-Scale Mode and Shallow Subsynoptic-Scale Modes
2001 · article · en · Journal of the Atmospheric Sciences
aff_core
w=5595
0/3OUThigh
empirical

Baroclinic instability column model in atmospheric dynamics; a geophysical fluid-dynamics question.

OUThigh
empirical

This analyzes atmospheric instability and meteorological models, not research practice.

OUThigh
empirical

Atmospheric dynamics analysis of baroclinic instability modes; domain geophysical fluid dynamics.

Flexural Performance and Moment Connection of Concrete-Filled GFRP Tube–Encased Steel I-Sections
2012 · article · en · Journal of Composites for Construction
aff_core
w=5595
0/3OUThigh
empirical

Structural testing of concrete-filled FRP tube sections; civil engineering.

OUThigh
empirical

The study tests the structural performance of concrete-filled composite members.

OUThigh
empirical

Structural engineering tests of composite beam systems; domain construction research.

Model-based oscillometric blood pressure estimation
2014 · article · en
aff_core
w=5595
0/3OUThigh
empirical

Biomedical engineering paper proposing a model-based algorithm for oscillometric blood pressure estimation; the object is a device measurement method.

OUThigh
conceptual

It reviews biomedical blood-pressure estimation algorithms, not research methodology.

OUThigh
empirical

Biomedical engineering of oscillometric blood-pressure algorithms; clinical measurement, not research practice.

Physical origin of nanograting formation on fused silica with femtosecond pulses
2014 · article · en · Applied Physics Letters
aff_core
w=5595
0/3OUThigh
empirical

Laser physics study of the physical origin of nanograting formation in fused silica; the object is a material process.

OUThigh
empirical

This physics study explains nanograting formation in fused silica, not research methodology.

OUThigh
empirical

Laser physics study of nanograting formation on fused silica.

Proteomic approaches in brain research and neuropharmacology
2004 · review · en · European Journal of Pharmacology
aff_core
w=5595
0/3OUTmedium
other

Technical review of proteomic laboratory approaches for brain research; a review of bench techniques in a domain, not of research practice, though abstract is absent.

OUTlow
conceptual

The title suggests a review of proteomic methods applied to brain research, but the missing abstract prevents a clear metaresearch determination.

OUTmedium
other

Title indicates domain proteomic methods applied to brain and neuropharmacology, not study of research practice.

A stochastic time series generator with adaptive software architecture
2010 · article · en
aff_core
w=5595
0/3OUTmedium
infrastructure/announcement

Software implementation of a stochastic hydrologic time series generator; a domain modeling tool, not scholarly research infrastructure.

OUThigh
empirical

The paper presents a hydrologic time-series generator rather than studying research practice.

OUThigh
empirical

Hydrologic time-series software tool; uses computing for domain data, does not study research infrastructure as such.

Industrial Unionism and Its Bargaining Correlates in Nigeria Industrial Relations System
2013 · article · en · Journal of Management and Strategy
venue_new
w=2684
0/3OUThigh
conceptual

Analysis of industrial unionism and collective bargaining in Nigeria; the object is an industrial relations system.

OUThigh
conceptual

The paper analyzes industrial unionism and collective bargaining in Nigeria, not research itself.

OUThigh
empirical

Industrial relations and unionism in Nigeria; labor studies domain.

Treffers-Daller, Jeanine and Willemyns, Ronald (eds.), <i>Language Contact at the Romance-Germanic Language Border</i>. Clevedon/Buffalo/Toronto/Sydney: Multilingual Matters, 2002, 149 pp. 1 85359 627 2. (Also available as Volume 23, Nos 1&amp;2 of the <i>Journal of Multilingual and Multicultural Development</i>.)
2003 · article · en · Journal of French Language Studies
about_only
w=3321
0/3OUThigh
editorial/commentary

Book review of a linguistics volume; criticism of one book, not a study of research.

OUThigh
editorial/commentary

The item is a bibliographic review of a language-contact book and does not study research itself.

OUThigh
editorial/commentary

Bibliographic book notice on Romance–Germanic language contact; linguistics, not study of research practice.

Dysfunctional HDL containing L159R ApoA-I leads to exacerbation of atherosclerosis in hyperlipidemic mice
2011 · article · en · Biochimica et Biophysica Acta (BBA) - Molecular and Cell Biology of Lipids
fund_new
w=1679
0/3OUThigh
empirical

Lipid biology of dysfunctional HDL in atherosclerosis; abstract absent but the title is unambiguous.

OUThigh
empirical

It studies lipid biology and atherosclerosis in hyperlipidemic mice.

OUThigh
empirical

Title is clear domain atherosclerosis/lipid research despite missing abstract.

Genetic variation and differentiation of populations within the <i>Quercus affinis</i> <i>Quercus laurina</i> (Fagaceae) complex analyzed with RAPD markers
2005 · article · en · Canadian Journal of Botany
venue_new
w=2684
0/3OUThigh
empirical

Population genetics of hybridizing Mexican oaks using RAPD markers.

OUThigh
empirical

It studies genetic differentiation and hybridization in Mexican oak populations.

OUThigh
empirical

Population genetics of hybridizing oaks is domain evolutionary biology.

Extent of, and factors associated with, delay to hospital presentation in patients with acute coronary disease (the GRACE registry)
2002 · article · en · The American Journal of Cardiology
aff_core
w=5595
0/3OUThigh
empirical

Registry study of delay to hospital presentation in acute coronary disease; abstract absent but the title is unambiguous.

OUThigh
empirical

It studies delays in hospital presentation among patients with acute coronary disease.

OUThigh
empirical

Title indicates clinical study of delay to hospital in ACS; missing abstract does not change object.

Influence of the Dispersed Particulate in Chocolate on Cocoa Butter Microstructure and Fat Crystal Growth during Storage
2008 · article · en · Food Biophysics
aff_core
w=5595
0/3OUThigh
empirical

Food science on particulate effects on cocoa butter microstructure and fat crystal growth; the object is a food material.

OUThigh
empirical

The study investigates chocolate microstructure and fat crystal growth, not research practice.

OUTmedium
empirical

Title indicates food science on chocolate microstructure; not research-as-object.

Flat-top oscillons in an expanding universe
2010 · article · en · Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D, Particles, fields, gravitation, and cosmology
fund_new
w=1679
0/3OUThigh
conceptual

Theoretical cosmology of oscillon field configurations.

OUThigh
conceptual

It studies cosmological field configurations, not research itself.

OUThigh
empirical

Theoretical cosmology of oscillon field configurations in an expanding universe; pure physics.

Donepezil in Vascular Dementia
2003 · article · en · Drugs & Aging
aff_core
w=5595
0/3OUThigh
other

Drug review of donepezil in vascular dementia; abstract absent but the title is unambiguously a clinical therapeutics topic.

OUTlow
conceptual

The clinical treatment title does not indicate metaresearch, but the abstract is missing.

OUTmedium
other

Title indicates a clinical drug review of donepezil in vascular dementia; no abstract.

Policy rule Nash equilibria
2003 · article · fr · Canadian Journal of Economics/Revue canadienne d économique
french
w=1554
0/3OUThigh
empirical

Economics paper on Nash equilibria of monetary policy rules.

OUThigh
conceptual

It develops mathematical models of monetary policy equilibria, not research itself.

OUThigh
conceptual

Monetary policy game-theory model of instrument rules; economics domain, not research systems.

Charles Bernstein's<i>Shadowtime</i>and faithful interpretation
2007 · article · en · Textual Practice
about_only
w=3321
0/3OUThigh
conceptual

Literary and philosophical criticism of Charles Bernstein's libretto.

OUThigh
conceptual

The article provides literary and philosophical interpretation rather than metaresearch.

OUThigh
conceptual

Literary and philosophical reading of Bernstein, not research practice.

Health care in Romania: Fighting collapse
2010 · article · en · Canadian Medical Association Journal
venue_new
w=2684
0/3OUThigh
editorial/commentary

News commentary on Romanian health care financing; the object is a health system, not research.

OUTlow
other

The title and available abstract concern Romanian health-care financing, not research itself.

OUThigh
editorial/commentary

News-style commentary on Romanian healthcare financing collapse, not research systems or practice.

How Does Brand-related User-generated Content Differ across YouTube, Facebook, and Twitter?
2012 · article · en · Journal of Interactive Marketing
aff_core
w=5595
0/3OUThigh
empirical

Content analysis of brand-related user-generated content across social platforms; a marketing question.

OUThigh
empirical

The object is brand-related consumer communication on social media, not research itself.

OUThigh
empirical

Marketing study of brand-related social media content; object is consumer communication, not research.

The Case for the World Health Organization’s Commission on the Social Determinants of Health to Address Sexual Orientation
2012 · article · en · American Journal of Public Health
aff_core
w=5595
0/3OUTmedium
editorial/commentary

Commentary arguing that WHO should treat sexual orientation as a social determinant of health; a health-policy argument rather than a study of research practice.

OUThigh
conceptual

It advocates a change in health-equity policy concerning sexual orientation, not research practice or governance.

OUThigh
policy

Public-health policy argument to include sexual orientation in WHO social determinants; not research-system policy.

Radiation-Induced High Toxicities and Local Recurrence in Stage 3 and 4 Oropharynx Cancer Patients
2014 · article · en · Journal of medical imaging and radiation sciences
aff_core
w=5595
0/3OUThigh
empirical

Clinical study of radiation toxicity and local recurrence in advanced oropharynx cancer; a treatment outcome question.

OUThigh
empirical

The title describes clinical outcomes in oropharyngeal cancer rather than research itself.

OUTmedium
empirical

Clinical oncology title on radiation toxicities and recurrence; domain medicine with thin metadata.

Relationship between managerial values and hiring preferences in the context of the six decades of affirmative action in India
2012 · article · en · Equality Diversity and Inclusion An International Journal
aff_core
w=5595
0/3OUThigh
empirical

Survey of managerial values and minority hiring preferences; the workplace, not the research workforce.

OUThigh
empirical

The study examines managerial values and hiring preferences in India.

OUThigh
empirical

Managerial values and hiring preferences under Indian affirmative action is HR/management research, not metaresearch.

The nature of care in light of Emmanuel Levinas
2006 · article · en · Nursing Philosophy
aff_core
w=5595
0/3OUThigh
conceptual

Philosophical analysis of the concept of care in nursing via Levinas; disciplinary theory, not a study of research practice.

OUThigh
conceptual

The article develops a philosophical account of care in nursing.

OUThigh
conceptual

Philosophical account of care via Levinas for nursing; nursing ontology, not research about research.

An integrated continuous-wave terahertz biosensor
2007 · article · en · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
aff_core
w=5595
0/3OUThigh
empirical

Engineering design of a terahertz biosensor.

OUThigh
empirical

This develops a terahertz biosensor, with the object being an engineering device rather than research.

OUThigh
empirical

Engineering paper proposing a terahertz biosensor device design.

A concentration-dependent endocytic trap and sink mechanism converts Bmper from an activator to an inhibitor of Bmp signaling
2009 · article · en · The Journal of Cell Biology
aff_core
w=5595
0/3OUThigh
empirical

Cell-biology study of Bmper endocytic regulation of Bmp signaling; the object is a molecular mechanism.

OUThigh
empirical

The study investigates molecular signaling mechanisms rather than how research is conducted or communicated.

OUThigh
empirical

Molecular cell-biology study of Bmper and Bmp signaling mechanisms.

Hypothalamic resistin induces hepatic insulin resistance
2007 · article · en · Journal of Clinical Investigation
aff_core
w=5595
0/3OUThigh
empirical

Physiology study of hypothalamic resistin and hepatic insulin resistance; the object is a metabolic mechanism.

OUThigh
empirical

The study investigates hypothalamic resistin and insulin resistance, not research practice.

OUThigh
empirical

Physiology study of hypothalamic resistin and insulin resistance; biomedical domain.

CONSORT statement requires closer examination
2002 · letter · en · BMJ
aff_core
w=5595
0/3T3high
editorial/commentary

Letter to the editor arguing about how CONSORT reporting guidance is applied; commentary about research reporting practice, not a study of it.

T3high
editorial/commentary

This letter comments on CONSORT reporting guidance and research reporting practice.

T3high
editorial/commentary

Letter discussing CONSORT trial-reporting guidance, commentary on research reporting rather than empirical metaresearch.

GIS-based numerical modelling of debris flow motion across three-dimensional terrain
2013 · article · en · Journal of Mountain Science
fund_new
w=1679
0/3OUThigh
empirical

GIS-coupled numerical model of debris flow; a geohazard modeling contribution.

OUThigh
empirical

This study develops and applies a debris-flow simulation model to a geological case.

OUThigh
empirical

GIS numerical modelling of debris-flow motion; geohazard engineering, not research about research.

Some Observations on the Development of Superior Photocatalytic Systems for Application to Water Purification by the “Adsorb and Shuttle” or the Interphase Charge Transfer Mechanisms
2014 · article · en · Molecules
aff_core
w=5595
0/3OUThigh
empirical

Photocatalysis experiments and review for water purification; chemistry.

OUThigh
empirical

This reviews and tests photocatalytic systems for water purification, not evidence-synthesis methodology.

OUThigh
empirical

Photocatalysis materials science for water purification.

Evaluating Spatio-temporal Complexities of Forest Management: An Integrated Agent-based Modeling and GIS Approach
2008 · article · en · Environmental Modeling & Assessment
aff_core
w=5595
0/3OUThigh
empirical

Agent-based modeling and GIS approach to forest management complexities; the object is forest management.

OUThigh
empirical

The study models forest-management complexity, not research itself.

OUTmedium
empirical

Agent-based modeling of forest management; environmental modeling domain, not research practice.

Fatty acid profiles of polar and non-polar lipids of Pleurotus ostreatus and P. cornucopiae var. ‘citrino-pileatus’ grown at different temperatures
2007 · article · en · Mycological Research
aff_core
w=5595
0/3OUThigh
empirical

Mycology study of fatty acid profiles in Pleurotus species; abstract absent but the title is unambiguous.

OUThigh
empirical

The title identifies an experimental study of fungal fatty acids, not research itself.

OUThigh
empirical

Title is fatty acid profiles of edible fungi; domain food/mycology chemistry.

Empirical Modeling of Butyl Acrylate/Vinyl Acetate/Acrylic Acid Emulsion‐Based Pressure‐Sensitive Adhesives
2004 · article · en · Macromolecular Materials and Engineering
aff_core
w=5595
0/3OUThigh
empirical

Empirical modelling of polymer adhesive formulations; materials engineering.

OUThigh
empirical

This study models properties of pressure-sensitive adhesives, not research.

OUThigh
empirical

Polymer chemistry modelling of pressure-sensitive adhesives.

A Comparison of Methods of Adding Fibrolytic Enzymes to Lactating Cow Diets
2000 · article · en · Journal of Dairy Science
aff_core
w=5595
0/3OUThigh
empirical

Feeding trial of fibrolytic enzymes in dairy cows; animal nutrition.

OUThigh
empirical

This experiment studies enzyme delivery in dairy cow diets rather than research methodology.

OUThigh
empirical

Animal-nutrition experiment adding fibrolytic enzymes to dairy cow diets.

Functional role of the endocannabinoid system and AMPA/kainate receptors in 5-HT2A receptor-mediated wet dog shakes
2005 · article · en · European Journal of Pharmacology
aff_core
w=5595
0/3OUThigh
empirical

No abstract; pharmacology of endocannabinoid and receptor-mediated behavior in animals.

OUThigh
empirical

The study investigates neuropharmacological mechanisms of wet dog shakes.

OUTmedium
empirical

Neuropharmacology of endocannabinoid and AMPA systems; domain neuroscience (no abstract).

Analyse Expérimentale et Numérique du Comportement de Membranes Thermoplastiques en ABS et en HIPS dans le Procédé de Thermoformage
2008 · article · fr · The Canadian Journal of Chemical Engineering
french
w=1554
0/3OUThigh
empirical

Experimental and finite element analysis of thermoplastic membranes in thermoforming; the object is material behavior.

OUThigh
empirical

The study models the thermoforming behavior of plastic membranes, not research practice.

OUThigh
empirical

Engineering characterization of thermoplastic membrane mechanical behaviour; domain research.

Use of a passive equilibration methodology to encapsulate cisplatin into preformed thermosensitive liposomes
2007 · article · en · International Journal of Pharmaceutics
aff_core
w=5595
0/3OUThigh
empirical

Encapsulation of cisplatin into thermosensitive liposomes; pharmaceutics.

OUThigh
empirical

This pharmaceutical study develops a liposome drug-delivery method and does not study research itself.

OUTmedium
empirical

Pharmaceutics methods for encapsulating cisplatin in thermosensitive liposomes; drug-delivery science.

Controlled deposition of gold nanodots using non-contact atomic force microscopy
2005 · article · en · Nanotechnology
aff_core
w=5595
0/3OUThigh
empirical

AFM-based deposition of gold nanodots; nanoscience technique.

OUThigh
empirical

This studies nanoscale gold-dot deposition using atomic force microscopy, not research practice.

OUThigh
empirical

Nanofabrication AFM technique; technical 'reproducible deposition' is assay-sense polysemy.

Converging Divergences in Formal and Informal Work: Longitudinal Evidence from Mexico
2015 · article · en · Global Labour Journal
venue_new
w=2684
0/3OUThigh
empirical

Longitudinal study of formal and informal retail work in Mexico; the object is labor markets.

OUThigh
empirical

The paper studies formal and informal labor in Mexico, not research itself.

OUThigh
empirical

Labor sociology of formal and informal work in Mexico; not about research systems.

Private Sector Unions and Strategic Planning: A Research Agenda
2005 · article · en · Relations industrielles
venue_new
w=2684
0/3OUTmedium
conceptual

Conceptual paper proposing hypotheses on union strategic planning; the 'research agenda' framing does not make research the object of study.

OUThigh
conceptual

The paper proposes strategic planning for private-sector unions rather than studying research practice.

OUThigh
conceptual

Labour-relations research agenda on private-sector unions’ strategic planning; object is unions, not research systems.

Lombalgies et réadaptation au travail
2005 · article · fr · Laennec
french
w=1554
0/3OUThigh
editorial/commentary

Magazine feature on an interdisciplinary approach to low back pain and return-to-work rehabilitation; the object is clinical and occupational care.

OUThigh
conceptual

The work concerns clinical rehabilitation approaches for low back pain.

OUThigh
editorial/commentary

Magazine piece on low-back-pain work rehabilitation; clinical occupational health, not research about research.

Improving the Precision of Tree Counting by Combining Tree Detection with Crown Delineation and Classification on Homogeneity Guided Smoothed High Resolution (50 cm) Multispectral Airborne Digital Data
2012 · article · en · Remote Sensing
aff_core
w=5595
0/3OUThigh
empirical

Remote sensing method for counting trees by species from airborne imagery.

OUThigh
empirical

It develops a tree-counting method for forest management, using a method to answer a domain question.

OUThigh
empirical

Remote-sensing tree-counting method answers a forestry inventory question.

Toughness Characterization of Fiber-Reinforced Concrete: Which Standard to Use?
2004 · article · en · Journal of Testing and Evaluation
aff_core
w=5595
0/3OUTmedium
empirical

Comparison of concrete toughness test standards; measurement standards in materials engineering, and the 'reproducibility' language is assay-level, a polysemy trap.

OUThigh
empirical

This compares concrete testing standards and measurement results, not research methods as a social or scholarly practice.

OUThigh
empirical

Compares engineering materials-test standards for concrete toughness; object is construction materials testing, not research.

Detection of Multiple Potato Viruses in the Field Suggests Synergistic Interactions among Potato Viruses in Pakistan
2014 · article · en · The Plant Pathology Journal
fund_new
w=1679
0/3OUThigh
empirical

Field survey of potato virus incidence and synergistic interactions in Pakistan.

OUThigh
empirical

It investigates potato virus infections and interactions, not research itself.

OUThigh
empirical

Plant pathology field survey of potato viruses and coinfection synergy.

Skew-resistant parallel in-memory spatial join
2014 · article · en
aff_core
w=5595
0/3OUThigh
empirical

Computer-science paper on a skew-resistant parallel spatial join algorithm; the object is a database algorithm.

OUThigh
empirical

It develops a spatial-join algorithm for computing applications, not a study of research.

OUThigh
empirical

Parallel database algorithm for spatial joins; computer systems performance, not scholarly communication.

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