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 |
|---|---|---|---|---|---|
| An Optimizing Pulse Sequence Compiler for NMR QIP 2006 · dissertation · en · UWSpace (University of Waterloo) | fund_new w=1679 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUTmedium 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 | 0/3 | OUTmedium 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUTlow 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 | 0/3 | OUThigh 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 | 0/3 | OUTmedium 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUTmedium 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 | 0/3 | OUTlow 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 | 0/3 | OUThigh 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 | 0/3 | OUTlow 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUTlow 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | T3medium 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUThigh 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 | 0/3 | OUTmedium 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 | 0/3 | OUThigh 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. |
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