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
Médias en milieu minoritaire : les attentes et les perceptions des publics de l'Acadie du Nouveau-Brunswick envers leur quotidien L'Acadie Nouvelle
2011 · other · fr · Library and Archives Canada (Government of Canada)
french
w=1554
0/3OUThigh
empirical

French-language study of audience expectations toward a minority-community newspaper in Acadia; media studies, not metaresearch.

OUThigh
empirical

The study examines audience expectations of a minority-language newspaper.

OUThigh
empirical

Audience study of an Acadian minority-language newspaper, not scholarly communication as object.

An Optimizing Pulse Sequence Compiler for NMR QIP
2006 · dissertation · en · UWSpace (University of Waterloo)
fund_new
w=1679
0/3OUThigh
empirical

Dissertation building a pulse-sequence compiler for NMR quantum computing; domain engineering.

OUThigh
empirical

This dissertation develops a compiler for quantum computing experiments rather than studying research practice.

OUThigh
empirical

NMR quantum-computing compiler dissertation; engineering/physics implementation, not metaresearch.

RICE CHORALE Wednesday, November 28, 1984 8:00 p.m. in Hamman Hall
2015 · other · en · Rice Digital Scholarship Archive (Rice University)
fund_new
w=1679
0/3OUThigh
other

Digitized 1984 choral concert program; an archival performance item with no research content.

OUThigh
other

The record is a concert program rather than work about research.

OUThigh
other

Concert program listing; not scholarly research about research.

Tumores de mama en caninos. Determinación de polimorfismos en los genes BRCA1/BRCA2 y correlación entre la presentación clínica y la estadificación histopatológica
2021 · article · es · LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)
about_only
w=3321
0/3OUThigh
empirical

Veterinary oncology study of canine mammary tumors and BRCA polymorphisms.

OUThigh
empirical

The study investigates canine mammary tumors and genetic polymorphisms, not research itself.

OUThigh
empirical

Veterinary oncology study of canine mammary tumours and BRCA polymorphisms.

White Goods Switch Removal Program: Mercury Policy and Elimination Plan
2002 · article · en · IDEALS (University of Illinois Urbana-Champaign)
about_only
w=3321
0/3OUThigh
policy

Overview of Environment Canada's mercury switch removal program for white goods; an environmental policy program, not research practice.

OUThigh
policy

It concerns mercury environmental policy, not research as an object of study.

OUThigh
policy

Environmental mercury-switch program overview; object is waste/pollution policy, not research practice.

Characterization of innate immune response to «Nicotiana benthamiana»-derived Influenza H5 virus-like particles
2013 · other · en · Library and Archives Canada (Government of Canada)
venue_new
w=2684
0/3OUThigh
empirical

Immunology study of plant-derived influenza virus-like particles.

OUThigh
empirical

The study examines immune responses to a vaccine candidate, not research itself.

OUThigh
empirical

Vaccine immunology of plant-derived influenza VLPs, domain biomedical science.

Correlation between pulsating auroras and chorus waves observed at Athabasca (L=4.4), Canada
2012 · other · ja · Institutional Repository National Institute of Polar Research (National Institute of Polar Research (Japan))
about_only
w=3321
0/3OUThigh
empirical

Space physics conference item on pulsating auroras and chorus waves.

OUThigh
other

It reports an aurora and chorus-wave observation at a Canadian location, not research practice.

OUThigh
other

Conference program note on aurora–chorus wave correlation; domain space physics, not research practice.

Mère au foyer, maîtresse dépravée, femme frigide : étude des différents stéréotypes féminins du cinéma québécois populaire
2022 · other · fr · Constellation (Université du Québec à Chicoutimi)
french
w=1554
0/3OUThigh
empirical

Master's thesis analyzing female stereotypes in popular Quebec cinema; film and gender studies, not a study of research.

OUThigh
empirical

The thesis studies gender stereotypes in Quebec cinema rather than research itself.

OUThigh
empirical

Cultural analysis of gender stereotypes in Quebec popular cinema, not research as object.

Municipal party politics / The Pope v Canada / Bush, Hussein and the missing link
2006 · other · en · Bulletin of Miscellaneous Information (Royal Gardens Kew)
about_only
w=3321
0/3OUTmedium
other

Collection of newspaper-style opinion columns on politics; not research.

OUTlow
other

The title alone indicates a miscellaneous collection, but the abstract is missing.

OUTlow
editorial/commentary

Title-only mixed political miscellany with no abstract; not identifiable as metaresearch.

\n Histoire du cinéma d’animation au Québec Mira Falardeau, Montréal : Typo, 2006 186 pages
2007 · article · fr · Érudit (Université de Montréal)
french
w=1554
0/3OUTmedium
editorial/commentary

Book review of a history of animation cinema in Quebec; a review of domain scholarship.

OUThigh
other

This is a review of a book on animation history and does not study research itself.

OUTmedium
editorial/commentary

Notice/review of a book on Quebec animation cinema history; cultural history, not metaresearch.

THE PREPARATION OF PLUTONIUM-ALUMINUM ALLOYS
2025 · other · en · OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)
about_only
w=3321
0/3OUThigh
empirical

Metallurgy of plutonium-aluminum alloy preparation.

OUThigh
empirical

It reports experimental preparation and characterization of plutonium-aluminum alloys.

OUThigh
empirical

Plutonium-aluminum alloy preparation for reactor fuel is nuclear materials science.

Production of recombinant antifreeze proteins in the methylotrophic yeast Pichia pastoris
2000 · other · en · Library and Archives Canada (Government of Canada)
venue_new
w=2684
0/3OUThigh
other

Production of recombinant antifreeze proteins in yeast; a biotechnology question, no abstract.

OUTlow
empirical

The title indicates protein-production research, not research practice, but the abstract is missing.

OUTmedium
other

Thesis on recombinant antifreeze protein production in yeast; domain biotechnology, abstract missing.

Punktskatter och rättvisa: En analys av svensk energibeskattning
2025 · other · en · Lund University Publications Student Papers (Lund University)
about_only
w=3321
0/3OUThigh
conceptual

Essay on the fairness of Swedish energy taxation; tax policy analysis, not research.

OUThigh
conceptual

The essay analyzes Swedish energy taxation and tax justice rather than research practice.

OUThigh
conceptual

Student essay on fairness of Swedish energy taxation; tax law and policy, not research practice.

Profil neuropsychologique des enfants atteints de cardiopathie congénitale d’âge préscolaire : une perspective développementale
2021 · dissertation · fr · Papyrus : Institutional Repository (Université de Montréal)
french
w=1554
0/3OUThigh
empirical

Doctoral thesis on the neuropsychological profile of children with congenital heart disease; clinical psychology.

OUThigh
other

The dissertation concerns children's neuropsychological profiles in congenital heart disease.

OUThigh
empirical

Neuropsychology of preschoolers with congenital heart disease; clinical developmental assessment.

Shelow, Hester Alberta (Birth, 1901-10-28)
2012 · other · en · Spectrum Research Repository (Concordia University)
about_only
w=3321
0/3OUThigh
other

Genealogical birth record entry; no research content.

OUThigh
other

The record is a biographical archival entry, not a study of research itself.

OUThigh
other

Genealogical birth notice, not scholarly research content.

Unemployment and Labour Force Behaviour of Young People: Evidence from Canada and Ontario
2023 · article · en · Project Muse (Johns Hopkins University)
about_only
w=3321
0/3OUThigh
empirical

Labour economics evidence on youth unemployment and labour force behaviour in Canada and Ontario; the object is the labour market, and the indexed OpenAlex topic is spurious.

OUThigh
empirical

The title concerns unemployment and labor-force behavior rather than research itself.

OUTmedium
empirical

Labour economics of youth unemployment in Canada and Ontario; labour markets, not the research system.

Factors facilitating and constraining source water protection in the Okanagan Valley, British Columbia: A political ecology perspective
2007 · dissertation · en · The Atrium (University of Guelph)
about_only
w=3321
0/3OUThigh
empirical

Political-ecology study of source-water protection in the Okanagan; environmental governance, not research governance.

OUThigh
empirical

This studies political and institutional factors in water protection, not the research system.

OUThigh
empirical

Political ecology of source-water protection in BC; water governance, not research or science studies.

Le phénomène de ghettoïsation et son explication en sociologie : théories, débats et réflexions sur le cas de Montréal-Nord
2025 · other · fr · Archipelago (Université du Québec à Montréal)
french
w=1554
0/3OUThigh
conceptual

Thesis applying sociological theories of the ghetto to Montreal-Nord; the object is urban marginality, with theory used as an explanatory tool.

OUThigh
conceptual

It analyzes sociological theories of ghettoization and a Montreal neighborhood, not the research system.

OUThigh
conceptual

Sociological thesis on ghettoization theories applied to Montréal-Nord; urban sociology, not science studies.

Toledo, Ohio
2009 · other · en · OhioLink ETD Center (Ohio Library and Information Network)
about_only
w=3321
0/3OUThigh
other

Street listing record with no scholarly content of any kind.

OUThigh
other

The record is a street listing for Toledo, Ohio, not a research study.

OUThigh
other

Street-address listing for Toledo, Ohio; not a scholarly study of research.

Séparation des caséines du lait bovin par électro-acidification avec membranes bipolaires et caractérisation des isolats
2000 · other · fr · Library and Archives Canada (Government of Canada)
french
w=1554
0/3OUThigh
empirical

Thesis on separating milk caseins by electro-acidification; food science.

OUThigh
other

The record concerns dairy-protein separation and characterization.

OUTmedium
empirical

Dairy casein separation by bipolar membrane electro-acidification; food science (no abstract).

Widening the View: A Standardized Approach to Capturing Family Members’ Perspectives on Quality of Life in Long-term Care
2023 · dissertation · en · UWSpace (University of Waterloo)
about_only
w=3321
0/3OUTlow
empirical

Dissertation developing a standardized instrument to capture family members' perspectives on quality of life in long-term care; measurement development for a health-services construct, on the boundary with methods research.

OUThigh
empirical

It develops and validates a quality-of-life instrument for long-term care, not a research-methods object.

OUThigh
empirical

Develops a family quality-of-life instrument for long-term care; health services measurement, not metaresearch.

Development of a confined space risk analysis and work categoraziation tool
2017 · article · fr
french
w=1554
0/3OUThigh
empirical

Development of a confined-space risk analysis tool for occupational health and safety.

OUThigh
empirical

This develops a workplace confined-space risk tool and does not study research practice.

OUThigh
empirical

Occupational safety tool for confined-space risk in industry, not the research system.

Le projet de mariage du prince Albert et de la princesse Paola à Rome. Remous politiques et diplomatiques
2013 · book-chapter · fr · Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))
french
w=1554
0/3OUTmedium
conceptual

No abstract; title indicates a diplomatic-history chapter on a royal marriage, unrelated to research practice.

OUThigh
other

This historical chapter concerns political and diplomatic events, not research.

OUTmedium
other

Political/diplomatic history of a royal marriage project; missing abstract but title is not about research.

Performance of hot-mix asphalt mixtures for a balanced mix design
2024 · dissertation · en · Mspace (University of Manitoba)
about_only
w=3321
0/3OUThigh
empirical

Engineering dissertation on balanced mix design performance of hot-mix asphalt.

OUThigh
empirical

It evaluates asphalt mixture performance, not research practice.

OUThigh
empirical

Civil engineering performance tests of hot-mix asphalt for balanced mix design.

Public Safety Understanding Signed With Quebec
2012 · other · en · State Library's electronic repository (State Library of Massachusetts)
about_only
w=3321
0/3OUThigh
other

News item on a public safety agreement with Quebec; not research.

OUTlow
other

The sparse record describes a Quebec public-safety item without evidence that research itself is the object.

OUThigh
other

Brief public-safety news note; not about research practice.

Systematics and Natural History of the Millipede-Parasitic Genus Myriophora Brown (Diptera: Phoridae)
2015 · dissertation · en · eScholarship (California Digital Library)
about_only
w=3321
0/3OUThigh
empirical

Systematics and natural history dissertation on parasitic flies; taxonomy of a genus.

OUThigh
empirical

The dissertation studies millipede-parasitic flies, their taxonomy, ecology, and evolution.

OUThigh
empirical

Systematics and natural history of parasitoid flies is entomology taxonomy, not metaresearch.

Forward modelling and inversion of geophysical magnetic data
2003 · other · en · cIRcle (University of British Columbia)
fund_new
w=1679
0/3OUThigh
empirical

Forward modeling and inversion of magnetic data; a geophysics methods contribution in its own domain.

OUThigh
empirical

The work develops geophysical modelling and inversion methods for Earth data, not methods of research generally.

OUThigh
empirical

Geophysical inversion of magnetic data for subsurface susceptibility; domain method development, not research methods.

Analyzing the Most Effective Strategies for Regulators to Address Dark Trading in Islamic Capital Markets
2025 · article · en · DOAJ (DOAJ: Directory of Open Access Journals)
about_only
w=3321
0/3OUThigh
empirical

Analysis of dark trading regulation in Islamic capital markets; financial regulation, not research.

OUThigh
empirical

The study concerns financial-market regulation and Islamic jurisprudence, not research practice.

OUThigh
conceptual

Islamic capital-market regulation of dark trading; object is finance, not research.

Analyse comparative des motivations à jouer entre différents types de joueurs de premier cycle universitaire
2011 · dissertation · fr · Open MIND
french
w=1554
0/3OUThigh
empirical

Dissertation comparing gambling motivations among undergraduate students; the object is gambling behavior.

OUThigh
empirical

It studies gambling motivations among university students, not research practice.

OUThigh
empirical

Psychology study of gambling motivations among undergraduates; clinical/behavioural object, not research.

L'intervention municipale dans le développement résidentiel, l'opération Habiter Montréal 1990-2001
2002 · dissertation · fr · Papyrus : Institutional Repository (Université de Montréal)
french
w=1554
0/3OUTmedium
empirical

Dissertation on municipal intervention in Montreal residential development; urban policy, not research policy, with no abstract.

OUThigh
other

The title clearly concerns municipal residential development rather than research.

OUTlow
other

Dissertation on municipal residential development policy in Montreal; empty abstract, object is housing not research.

SIGNIFICANCE OF GEODATABASE DEVELOPMENT FOR SEISMIC MICROZONATION IN METROPOLITAN VANCOUVER, CANADA
2025 · article · en · World Conference of Earthquake Engineering
about_only
w=3321
0/3OUTlow
empirical

Conference paper on developing a geodatabase for seismic microzonation of Metropolitan Vancouver; a domain hazard-assessment data product rather than research infrastructure as an object of study.

OUThigh
infrastructure/announcement

It concerns a geodatabase for seismic microzonation, which is domain infrastructure rather than research infrastructure.

OUThigh
empirical

Title-only seismic microzonation geodatabase engineering for Vancouver; applied geoscience, not research systems.

MOON EXPLORATION
2025 · article · en · Zenodo (CERN European Organization for Nuclear Research)
about_only
w=3321
0/3OUThigh
empirical

Review of lunar exploration missions and technologies; a space-science and engineering survey.

OUThigh
conceptual

This reviews lunar exploration, technologies, and settlement, not research practice.

OUThigh
conceptual

Overview of lunar exploration missions and technologies; domain space science, not metaresearch.

Cours participation citoyenne : les enjeux de la biodiversité urbaine, le cas de Lacyme asbl
2025 · preprint · fr · ORBi (University of Liège)
french
w=1554
0/3OUTlow
other

French-language course material on citizen participation and urban biodiversity; no abstract, and the object appears to be environmental civic engagement, not research.

OUTlow
other

The title concerns a biodiversity participation course and the missing abstract provides insufficient evidence of a research object.

OUTlow
other

Title-only course material on citizen participation and urban biodiversity; not about research practice.

Space Radiation Safety for Female Astronauts: A Thorough Study on Radiation-Induced Cancer
2022 · article · en · Open MIND
aff_core
w=5595
0/3OUThigh
empirical

Study of radiation-induced cancer risk for female astronauts; a radiation-safety question.

OUThigh
empirical

It studies radiation-induced cancer risks for female astronauts, not research itself.

OUTlow
empirical

Title-only space radiation and cancer risk study; domain health/safety research, not metaresearch.

New technologies and work transformations
2025 · book-chapter · en · Institutional Research Information System University of Ferrara (University of Ferrara)
fund_new
w=1679
0/3OUThigh
conceptual

Essay on how information technology reshapes work autonomy and organizational regulation; the object is work, not research.

OUThigh
conceptual

This examines organizational work transformations caused by information technology rather than research practice.

OUThigh
conceptual

Sociology of work and digital organization; object is employment autonomy, not research.

TJI® Series Joists
2003 · report · en · NPARC
venue_new
w=2684
0/3OUThigh
other

Technical product listing for building joists; not research.

OUThigh
other

This report concerns construction joists and does not study research.

OUThigh
other

Product brochure for engineered wood joists.

Menopause: Time for a Change
2014 · other · en · TSpace
fund_new
w=1679
0/3OUThigh
other

Continuing-education module on menopause care; the object is clinical practice.

OUThigh
other

This educational module concerns menopause care rather than research practice.

OUThigh
other

Clinical teaching module on menopause care, not research methods or the research system.

American Eel (Anguilla rostrata) freshwater population trajectory in Canada
2025 · other · en · Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada
about_only
w=3321
0/3OUThigh
empirical

Fisheries science estimating American Eel abundance trends across Canada.

OUThigh
empirical

This analyzes Canadian American eel population trends rather than the Canadian research system.

OUThigh
empirical

Ecology/conservation trend analysis of American eel abundance, not research practice.

Change in Diapause Strategy in Insects and Impacts on Pest Populations
2025 · article · en · ORBi UMONS
aff_core
w=5595
0/3OUThigh
empirical

Study of insect diapause strategy and pest populations; the abstract field contains only the words 'peer reviewed', a polysemy trap, and the object is entomology.

OUTlow
empirical

The title indicates an insect biology study, but the abstract is too thin to determine more about its genre.

OUTlow
other

Insect diapause/pest ecology title; abstract only says peer reviewed, a polysemy token not a study of peer review.

le marketing au service de la ville
2014 · article · fr · ORBi UMONS
french
w=1554
0/3OUThigh
other

French article on marketing in the service of the city; the object is place marketing, not research.

OUThigh
other

The title concerns city marketing rather than research itself.

OUTlow
other

Title on city marketing with empty abstract; no indication the work studies research.

Davos Debates
2001 · other · en · cIRcle (University of British Columbia)
about_only
w=3321
0/3OUTlow
other

Archived audio recording of a public lecture; the payload gives no indication that research practice is the object.

OUTlow
other

The title and record do not establish that this recorded lecture studies research itself.

OUTmedium
other

Archival audio of a public lecture recording; not a study of research practice.

On Abbotsford
2023 · article · en · Romanticism on the Net An open access journal devoted to British Romantic literature
aff_core
w=5595
0/3OUThigh
other

Curatorial video essay on the view from Walter Scott's home at Abbotsford; literary heritage curation, not research.

OUThigh
editorial/commentary

It discusses curating a literary home and collections, not research itself.

OUThigh
editorial/commentary

Literary heritage commentary on the view from Abbotsford; curatorial/cultural, not research.

Clown, Care, and Community: A Conversation
2025 · article · en · Canadian Theatre Review
venue_new
w=2684
0/3OUThigh
other

Conversation piece in a theatre review on clowning, care, and community; the object is performance practice.

OUThigh
editorial/commentary

The title indicates a conversation about clown care and community rather than research itself.

OUTlow
editorial/commentary

Conversation piece in a theatre journal with no abstract; no evidence the object is research itself.

La construction des inégalités au Canada (17e – 19e siècles) : reproduction familiale, mobilité sociale et parcours élitaires au sein de la famille Drapeau
2025 · dissertation · fr · HAL (Le Centre pour la Communication Scientifique Directe)
french
w=1554
0/3OUThigh
empirical

Historical dissertation on family reproduction and inequality in colonial Canada; social history, not the research system.

OUThigh
empirical

The thesis studies family reproduction, social mobility, and inequality in Canadian history.

OUThigh
empirical

Social history of family reproduction and elite trajectories in colonial Quebec; Canadian society, not the research system.

Plan ministériel du Conseil national de recherches du Canada pour 2024-2025
2024 · other · fr · Open MIND
french
w=1554
0/3T3medium
policy

Departmental plan of the National Research Council of Canada; a policy document about a Canadian research agency, mapped but not pooled.

T3high
policy

This is a Canadian research institution's ministerial plan, a policy document mapped as contextual material.

T3high
policy

Ministerial plan of the National Research Council of Canada is a policy/planning document on the Canadian research system, mapped not pooled.

Visceral distribution of the type II sodium‐dependent phosphate cotransporter (NaPi‐II) isomer mRNA and the expression of NaPi‐IIc mRNA along the intestinal longitudinal axis in the post‐weaned pig
2006 · article · en · The FASEB Journal
aff_core
w=5595
0/3OUThigh
empirical

Molecular physiology of phosphate cotransporter expression in pigs.

OUThigh
empirical

It measures phosphate transporter expression in pigs, not research practice.

OUThigh
empirical

Biomedical localization of phosphate cotransporters; physiology, not metaresearch.

Evidencia De Comportamiento Caótico En Indices Bursátiles Americanos [Evidence Of Chaotic Behavior In American Stock Markets]
2005 · article · es · MPRA Paper
about_only
w=3321
0/3OUThigh
empirical

Tests for chaotic dynamics in stock market indices; the 'validation' is of a market hypothesis, not of research methods.

OUThigh
empirical

This analyzes chaotic behavior in stock markets rather than the research system.

OUThigh
empirical

Econometric chaos analysis of stock indexes including Canada among many; finance, not research system.

Étude structure/fonction des cotransporteurs Na+/glucose
2013 · dissertation · fr · Open MIND
french
w=1554
0/3OUThigh
empirical

Biophysics thesis on structure-function of Na+/glucose cotransporters.

OUThigh
empirical

This dissertation investigates molecular transporter structure and function, not research.

OUThigh
empirical

Biophysics dissertation on Na+/glucose cotransporter structure–function.

Haida Gwaii: Human History and Environment from the Time of Loon to the Time of the Iron People
2006 · article · en · Canadian journal of native studies
venue_new
w=2684
0/3OUTmedium
editorial/commentary

Book review of an interdisciplinary archaeology and paleoecology volume on Haida Gwaii; summarizes domain findings rather than studying research practice.

OUThigh
editorial/commentary

This is a review of a Canadian history and environment volume, not a study of research practice.

OUThigh
editorial/commentary

Book review of a Haida Gwaii history and environment volume; not about research practice.

Inclusive Schools: Redefining the Concept of Student Leadership
2006 · article · en · Teaching and Learning
venue_new
w=2684
0/3OUThigh
other

Piece on student leadership in inclusive schools; K-12 education.

OUThigh
other

The work concerns student leadership and school inclusion, not research practice.

OUTmedium
other

Education vignette on student leadership and school culture; not studying research practice.

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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