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 |
|---|---|---|---|---|---|
| Bonne Année 2015 ! 2015 · other · fr · OpenEdition (OpenEdition) | french w=1554 | 0/3 | OUThigh other New year greeting post; no research content. | OUThigh other It is a New Year greeting and illustration notice. | T3high other New-year greeting/announcement with no research object. |
| Quetico Fault in the Superior Province of the southern Canadian Shield / by Myra Carolyn Kennedy. -- 2017 · other · en · Knowledge Commons (Lakehead University) | about_only w=3321 | 0/3 | OUThigh empirical Structural geology thesis on a fault zone in the Canadian Shield. | OUThigh empirical This is a geological study of the Quetico fault and deformation, not research itself. | OUThigh empirical Structural geology thesis on the Quetico Fault; earth science domain. |
| Understanding Distribution Patterns of Lawn Alternatives in Kingston, Ontario 2023 · dissertation · en · The Atrium (University of Guelph) | about_only w=3321 | 0/3 | OUThigh empirical Mapping the distribution of lawn alternatives in a Canadian city; urban ecology and planning. | OUThigh empirical The dissertation studies lawn alternatives and their distribution in Kingston. | OUThigh empirical Spatial analysis of residential lawn alternatives; environmental geography, not research practice. |
| Episode 29 Richard Ford 2014 · other · en · Bulletin of Miscellaneous Information (Royal Gardens Kew) | about_only w=3321 | 0/3 | OUThigh other Podcast episode featuring a novelist; not research. | OUThigh other The episode features a discussion of a novelist's work and is unrelated to research practice. | OUThigh other Literary event podcast episode with novelist Richard Ford; not scholarly research on research. |
| Forage non supervisé de données pour la prédiction d'activités dans les habitats intelligents 2013 · other · fr · Library and Archives Canada (Government of Canada) | french w=1554 | 0/3 | OUThigh empirical Thesis on unsupervised data mining for activity recognition in smart homes; computer science. | OUThigh empirical It develops and evaluates an activity-recognition model for smart homes, not research practice. | OUThigh empirical Unsupervised data mining for activity prediction in smart habitats; CS application, not metaresearch. |
| Geneviève Guilbault utilise la novlangue pour passer son message 2021 · other · fr · Bulletin of Miscellaneous Information (Royal Gardens Kew) | french w=1554 | 0/3 | OUThigh other French-language political commentary on a Quebec minister's rhetoric; not about research. | OUThigh conceptual It analyzes political language and the concept of newspeak rather than research practice. | OUThigh editorial/commentary Political media commentary on a minister's COVID messaging language, not research practice. |
| Improving Education Outcomes for African American Youth: Issues for Consideration and Discussion 2014 · article · en · VTechWorks (Virginia Tech) | fund_new w=1679 | 0/3 | OUThigh policy Report on inequities in the education pipeline for African American youth; the object is K-12 and postsecondary educational opportunity, not research practice. | OUThigh policy The report addresses educational inequality among African American youth rather than research itself. | OUThigh policy Report on PreK–12 educational inequities for African American youth; object is schooling, not research practice. |
| Les paramédics québécois aux premières loges de la pandémie de la COVID-19 : étude descriptive sur l’organisation du travail et la performance 2023 · other · fr · Le dépôt institutionnel (Université du Québec à Trois-Rivières) | french w=1554 | 0/3 | OUTmedium empirical Descriptive study of Quebec paramedics' work organization during COVID; a health-services labor question, no abstract. | OUTlow empirical The title indicates a descriptive study of Quebec paramedics’ work and performance, not research practice, but the abstract is missing. | OUTlow empirical Title indicates descriptive study of Québec paramedics' COVID work organization; healthcare operations, abstract missing. |
| "Med spesialstyring i bilen" En studie av tilfredshet med hjelpemiddel og tilhørende tjenester blant førere med funksjonsnedsettelser, undersøkt med QUEST 2.0 2014 · dissertation · no · Duo Research Archive (University of Oslo) | about_only w=3321 | 0/3 | OUThigh empirical Norwegian-language dissertation on user satisfaction with adaptive driving equipment among drivers with disabilities. | OUThigh empirical It studies user satisfaction with driving assistive technology, not research itself. | OUThigh empirical Occupational therapy satisfaction study of adaptive car steering among disabled drivers. |
| Négocier les contextes : intégration des TIC en éducation 2004 · other · fr · Open MIND | french w=1554 | 0/3 | OUTmedium empirical French-language thesis on integrating information technology in education; the object is educational technology, not research practice. | OUTlow other The title concerns ICT integration in education and the abstract is only a digitization note. | OUTlow other Digitized thesis on ICT integration in education; teaching technology, not research-as-object. |
| Moranapho : apprentissage non supervisé de la morphologie d'une langue par généralisation de relations analogiques 2011 · other · fr · Library and Archives Canada (Government of Canada) | french w=1554 | 0/3 | OUThigh empirical Unsupervised morphology learning system evaluated on a shared task; a computational linguistics contribution. | OUThigh empirical The work evaluates an unsupervised computational morphology system rather than research practice. | OUThigh empirical Computational linguistics system for unsupervised morphology learning; object is NLP, not research. |
| Reconsidering the Canadian “Hinterland”: Visual Culture, the \nEnglish-Wabigoon River, and the Mercury Collection of Marion Lamm \n1945–1980 2023 · dissertation · en · Spectrum Research Repository (Concordia University) | about_only w=3321 | 0/3 | OUTmedium conceptual Thesis on visual culture and archives surrounding mercury poisoning of the English-Wabigoon River; cultural and environmental history, with an archival dimension that does not make research practice its object. | OUThigh empirical The thesis studies visual culture and environmental history surrounding a Canadian disaster. | OUThigh empirical Visual-culture thesis on a Canadian environmental disaster; arts/history of place, not research systems. |
| Down syndrome and childhood apraxia of speech: matching a unique psycholinguistic profile to an effective treatment program 2016 · dissertation · en · Open MIND | fund_new w=1679 | 0/3 | OUThigh empirical Single-subject treatment experiments for speech impairment in Down syndrome; the object is a clinical intervention. | OUThigh empirical The dissertation evaluates speech treatments for people with Down syndrome, not research itself. | OUThigh empirical Clinical speech therapy experiments for Down syndrome; clinical domain intervention study. |
| Environmental protection in the Canadian High Arctic: Tallurutiup Imanga/Lancaster Sound as a case study for re-conceptualising governance 2021 · dissertation · en · Oxford University Research Archive (ORA) (University of Oxford) | fund_new w=1679 | 0/3 | OUThigh empirical Thesis on Arctic environmental governance and shipping risk in Canada; Canadian in setting but the object is environmental policy, not the research system. | OUThigh empirical This thesis studies Arctic environmental governance rather than the Canadian research system. | OUThigh policy Arctic marine environmental governance dissertation; Canadian policy object is environment, not the research system. |
| Evaluating Design Decay during Software Evolution 2012 · other · en · Open MIND | fund_new w=1679 | 0/3 | OUThigh empirical Thesis on detecting design decay and design defects during software evolution; software engineering, not research practice. | OUThigh empirical This thesis develops software architecture metrics and tools without studying research itself. | OUThigh empirical Software-engineering thesis on architectural design decay during evolution; object is software systems, not scientific research practice. |
| THE INTERPLAY OF MASCULINITIES IN SCHOOL 2010 · article · en · Scholarship@Western (Western University) | about_only w=3321 | 0/3 | OUThigh empirical Ethnographic thesis on hegemonic masculinities among schoolboys; the object is gender relations, not research. | OUThigh empirical The thesis studies masculinities and school hierarchies rather than research practice. | OUThigh empirical Sociology of school masculinities; object is gender in education, not research itself. |
| Media, Structures, and Power: The Robert E. Babe Collection 2011 · article · en · Project Muse (Johns Hopkins University) | about_only w=3321 | 0/3 | OUTlow other Edited collection of a Canadian media scholar's essays on media, economics, and political economy; the substantive content is communication theory, though the framing about Canadian scholarship's distinctive contribution to knowledge gives it a faint intellectual-history flavor and the blurb is thin. | OUThigh other This collection concerns media and communication scholarship, not research practice as an object of study. | OUThigh other Collected media and political-economy scholarship; object is communication theory, not research systems. |
| Politique relative à l’utilisation des animaux en enseignement et en recherche 2013 · other · fr · Bibliothèque et Archives nationales du Québec (Québec government) | french w=1554 | 0/3 | T3medium policy Institutional policy document of a Quebec college governing the use of animals in teaching and research; a research-governance policy artifact, contextual rather than a study. | T3high policy It is a Canadian institutional policy governing animal use in teaching and research and is contextual rather than analytic. | T3high policy Institutional policy document on animal use in teaching and research; mapped policy, not analytic corpus. |
| TagDebias: Entity and Concept Typing for Social Bias Mitigation in Pretrained Language Models 2024 · other · fr · PolyPublie (École Polytechnique de Montréal) | french w=1554 | 0/3 | OUTmedium empirical Thesis proposing a tagging approach to mitigate social bias in pretrained language models; AI-fairness method development, where bias refers to model bias, not research bias. | OUThigh empirical It develops a method for mitigating bias in language models, not bias or practice in research. | OUThigh empirical NLP method to mitigate gender bias in pretrained language models; AI fairness, not study of research practice. |
| Zbigniew Brzezinski: The political and academic life of a Cold War visionary. 2003 · article · en · The Research Repository @ WVU (West Virginia University) | about_only w=3321 | 0/3 | OUTmedium empirical Historical biography of Brzezinski's political and academic career; intellectual and policy history rather than a study of research practice. | OUThigh other This is a political and academic biography, not a study of the research system. | OUThigh other Political biography of Brzezinski; geopolitics, not metaresearch. |
| Black Bay & Black Sturgeon River native fisheries rehabilitation: Options evaluation 2010 · article · en · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) | about_only w=3321 | 0/3 | OUThigh policy Options evaluation for fisheries rehabilitation and dam management; natural-resource management, not research policy. | OUThigh policy This report evaluates fisheries rehabilitation options rather than research practice. | OUThigh policy Fisheries rehabilitation options evaluation for walleye stocks; natural-resource management, not metaresearch. |
| Chapitre quatre. Langue et structure sociale de l’enseignement 2017 · book-chapter · fr · OpenEdition (OpenEdition) | french w=1554 | 0/3 | OUThigh empirical Historical chapter on language and the social structure of schooling in nineteenth-century Prescott County; educational and demographic history, not research practice. | OUThigh empirical The chapter studies historical language and social structure in education rather than research practice. | OUThigh empirical Historical sociology of minority-language schooling and social structure, not research systems. |
| Comparisons of IRI model and electron density data for the sub-equatorial station, Natal 2003 · article · en · Biblioteca Digital da Memória Científica do INPE (National Institute for Space Research) | about_only w=3321 | 0/3 | OUThigh empirical Space physics comparison of ionospheric model predictions with electron density observations. | OUThigh empirical It compares ionospheric observations with a scientific model, not research practice. | OUThigh empirical Ionospheric model-data comparison at Natal; geophysics, not scholarly research as object. |
| Drawing of Former Canadian Martyrs Parish and Chapel ca. 1957 2011 · other · en · Saint Mary's University Institutional Repository (Saint Mary's University) | about_only w=3321 | 0/3 | OUThigh other An archival drawing of a parish chapel; not research. | OUThigh other This is a historical drawing record rather than research about research. | OUThigh other Archival drawing of a parish and chapel; historical image object, not research study. |
| Dominance sociale et traits d'histoire de vie chez les femelles de la chèvre de montagne 2000 · other · fr · Library and Archives Canada (Government of Canada) | french w=1554 | 0/3 | OUThigh empirical Behavioural ecology of social dominance in mountain goats; abstract absent but the title is unambiguous. | OUThigh other The title identifies a biological study of mountain goat life-history traits, not research practice. | OUThigh empirical Title is behavioural ecology of mountain goat females; domain zoology, no abstract. |
| Extreme precipitation and temperature relationship in current and future climate. / Relations entre précipitations extrêmes et température en climat actuel et futur. 2023 · other · fr · EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique) | french w=1554 | 0/3 | OUThigh empirical Analysis of the extreme-precipitation and temperature relationship under climate change; a climate-science question. | OUThigh empirical This studies extreme precipitation and climate relationships, not research itself. | OUThigh empirical Climate-science thesis on extreme precipitation–temperature relationships; domain geosciences. |
| Good relations: an alternative paradigm for natural resource governance in Eeyou Istchee 2011 · dissertation · en · eScholarship@McGill (McGill) | about_only w=3321 | 0/3 | OUThigh conceptual Thesis proposing an alternative paradigm for natural resource governance in Eeyou Istchee; the object is treaty relations and resource co-management. | OUThigh conceptual The dissertation studies natural-resource governance in Eeyou Istchee, not the Canadian research system. | OUThigh conceptual Indigenous natural-resource governance in Eeyou Istchee; object is resource governance, not research. |
| Health Promoting School : a correlation analyses between health- and riskvariables 2005 · article · sv · KTH Publication Database DiVA (KTH Royal Institute of Technology) | about_only w=3321 | 0/3 | OUThigh empirical Correlation study of health and risk variables among Swedish school pupils; public health. | OUThigh empirical The study analyzes health and risk variables among school students, not research itself. | OUThigh empirical School health promotion correlation study; public health education, not research as object. |
| Il costituzionalismo canadese a 150 anni dalla Confederazione. Riflessioni comparatistiche 2017 · other · it · Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) | about_only w=3321 | 0/3 | OUThigh conceptual Comparative reflections on Canadian constitutionalism; the object is constitutional law, not the research system. | OUThigh conceptual The volume examines Canadian constitutionalism and its history, not research itself. | OUThigh conceptual Comparative constitutional reflection on Canada at 150 years; object is constitutional law/politics, not research. |
| L’impact neurologique de la sténose carotidienne chez les patients subissant une chirurgie cardiaque sous circulation extra-corporelle 2019 · other · fr · Knowledge UdeS (Institutional Deposit of the University of Sherbrooke) | french w=1554 | 0/3 | OUThigh empirical Retrospective cohort on carotid stenosis and neurological outcomes after cardiac surgery; a clinical risk question. | OUThigh empirical The study examines neurological risks associated with carotid stenosis during cardiac surgery, not research practice. | OUThigh empirical Clinical cohort study of carotid stenosis and postoperative stroke risk; surgical outcomes domain. |
| No One is Illegal: Direct Action in Defence of Immigrants and Refugees in Ontario 2004 · article · en · Canadian Review of Social Policy / Revue canadienne de politique sociale | about_only w=3321 | 0/3 | OUThigh other Article on the No One is Illegal direct action campaign for immigrants and refugees in Ontario; the object is social movement and immigration policy. | OUThigh conceptual The work concerns immigrant and refugee activism rather than the research system. | OUTmedium other Title on immigrant-rights activism in Ontario; social movement content, not metaresearch. |
| Prophecy of women in the holy Qur'Än with a special focus on Ibn Ḥazm's theory 2002 · other · en · Library and Archives Canada (Government of Canada) | venue_new w=2684 | 0/3 | OUThigh conceptual Dissertation on Qur'anic exegesis concerning the prophecy of women; religious studies. | OUThigh conceptual The dissertation analyzes Qur'anic interpretations of women's prophecy rather than research itself. | OUThigh conceptual Religious studies dissertation on prophecy of women in the Qur'an; theology, not research practice. |
| Rolle von Lymphotoxin Beta und Zelladhäsionsmolekül (CEACAM1) in Angeborene und adaptive Immunaktivierung 2017 · other · en · DuEPublico (University of Duisburg-Essen) | fund_new w=1679 | 0/3 | OUThigh empirical Immunology thesis on lymphotoxin beta and CEACAM1 in immune activation. | OUThigh empirical This thesis investigates immune mechanisms in viral infection using biological models, not research itself. | OUThigh empirical Immunology work on lymphotoxin beta and CEACAM1 in immune activation; domain biomedicine. |
| Canadian snow shoe tramp 2018 · other · en · YorkSpace (York University) | about_only w=3321 | 0/3 | OUTlow other No abstract; an opaque repository item ('Canadian snow shoe tramp') with no indication of research as its object. | OUTlow other The title does not indicate a study of research, but the missing abstract limits certainty. | OUTlow other Title suggests historical travel material; missing abstract leaves object unclear but not metaresearch on face. |
| Brock Taking Shot on University of Toronto 2009 · other · en · Brock University Digital Repository (Brock University) | about_only w=3321 | 0/3 | OUThigh other University athletics news item from an institutional repository; not research. | OUThigh other The record is a news-like item about Brock and the University of Toronto, with no research object. | OUTlow other Title-only sports/university headline with no abstract; not a study of research. |
| Historical, semantic and structural aspects of marine terminology: A case study of Canadian variant of French 2018 · other · ru · Research Repository Saint Petersburg State University (Saint Petersburg State University) | about_only w=3321 | 0/3 | OUTmedium empirical Study of marine terminology in Canadian French; terminology and translation linguistics, not the research system. | OUThigh empirical This linguistic study examines marine terminology and translation rather than research itself. | OUThigh empirical Linguistic/terminological comparison of French marine vocabulary; object is language and translation, not research itself. |
| Land registration, China's experience and prospects 2001 · other · en · Library and Archives Canada (Government of Canada) | venue_new w=2684 | 0/3 | OUTmedium other Work on land registration in China; a land administration policy topic, not research practice. | OUThigh other It concerns land registration in China, not research itself. | OUTlow other Title-only work on land registration in China; administrative/legal domain, not research systems. |
| kinesis_2000_04_22 2000 · other · en · cIRcle (University of British Columbia) | about_only w=3321 | 0/3 | OUThigh other Digitized issue of Kinesis, a Canadian feminist newspaper; not a study of research. | OUThigh other This is an issue of a newspaper about women and women's issues. | OUThigh other Archival description of a feminist newspaper title, not a study of research. |
| Palaeomacroecology: large scale patterns in species diversity through the fossil record 2011 · dissertation · en · eScholarship@McGill (McGill) | fund_new w=1679 | 0/3 | OUTmedium empirical Palaeoecology thesis on diversity patterns in the fossil record; includes an R package and a clustering algorithm, but these are domain analysis tools and the object is species diversity. | OUThigh empirical This thesis develops tools and analyzes fossil biodiversity while studying paleontology, not research itself. | OUThigh empirical Paleontology thesis on large-scale fossil diversity patterns; domain science, not metaresearch. |
| Réflexion autour de deux stratégies de traduction s'appuyant sur un récit poétique de type postcolonial, Wenjack, de Joseph Boyden 2020 · dissertation · fr · Archive ouverte UNIGE (University of Geneva) | french w=1554 | 0/3 | OUThigh empirical Thesis on literary translation strategies for a postcolonial novel; the object is translation practice, not research. | OUThigh empirical It studies literary translation strategies and reader responses, not research practice. | OUThigh empirical Literary translation thesis on postcolonial strategies and reader response; not metaresearch. |
| A spatial and temporal stochastic cascade analysis of meteorological models and reanalyses 2009 · dissertation · en · eScholarship@McGill (McGill) | fund_new w=1679 | 0/3 | OUTmedium empirical Atmospheric science thesis on cascade structure of weather models and reanalyses; what we learn is about the atmosphere, not about research practice. | OUThigh empirical The thesis studies stochastic structures in atmospheric models and reanalyses, not research methodology. | OUThigh empirical Stochastic cascade analysis of weather models and reanalyses; atmospheric science, not study of research methods. |
| Tsetse and other biting fly responses to Nzi traps baited with octenol, phenols and acetone 2013 · article · en · University of Nairobi Research Archive (University of Nairobi) | about_only w=3321 | 0/3 | OUThigh empirical Entomology field trials of baited traps for biting flies. | OUThigh empirical This experiment studies bait responses of biting flies, not research. | OUThigh empirical Entomology field tests of baited traps for biting flies. |
| Bench and walkway through a forested area in Kananaskis, Alberta, Canada; 2008 · other · en · Digital Commons - USU (Utah State University) | about_only w=3321 | 0/3 | OUThigh other Photographic media item of a walkway in Alberta; no research content. | OUTlow other The record appears to describe a photograph or observation of a forest walkway and contains no substantive abstract. | OUThigh other Photograph of a bench and walkway; not a research study. |
| Canada's invisible victims of femicide 2021 · other · en · Internet Archive (Internet Archive) | about_only w=3321 | 0/3 | OUThigh other Podcast episode on femicide in Canada and its media coverage; journalism, not research. | OUThigh other This is a media discussion of femicide in Canada rather than a study of the research system. | OUThigh other Media/podcast piece on femicide and storytelling; social issue journalism, not research as object. |
| Canada, Québec, Caraïbe : connexions transaméricaines Canada, Quebec, Caribbean: transamerican connections 2015 · other · fr · OpenEdition (OpenEdition) | french w=1554 | 0/3 | OUTlow other Themed collection on Canada, Quebec and Caribbean cultural connections; no abstract, and the title indicates cultural studies rather than research-on-research. | OUTlow other The title alone indicates a regional Canada-Quebec-Caribbean topic but does not establish research as the object. | OUTlow other Title suggests cultural/geographic connections; no abstract and no indication research is the object. |
| Determining the Low Energy Backgrounds at the Sudbury Neutrino Observatory 2011 · article · en · Oxford University Research Archive (ORA) (University of Oxford) | about_only w=3321 | 0/3 | OUThigh empirical Particle physics measurement of radioactive backgrounds at the Sudbury Neutrino Observatory. | OUThigh empirical This measures radioactive backgrounds at a neutrino observatory, not research itself. | OUThigh empirical Particle-physics techniques to measure radioisotope backgrounds at SNO; experimental physics, not metaresearch. |
| De la hache à la tronçonneuse : transformations, résistances et évolution du rapport au territoire chez les Cris de la Baie James (Québec) 2015 · dissertation · en · Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)) | about_only w=3321 | 0/3 | OUThigh empirical Ethnographic thesis on transformations in the Cree of James Bay's relationship to territory after a hydroelectric agreement. | OUThigh empirical It ethnographically studies Cree territorial relations and resource development, not research practice. | OUThigh empirical Ethnography of Cree territory relations after a hydro agreement; Indigenous studies, not research-as-object. |
| 2016 06 28 Fair Vote Guelph Vote For Canada 2016 · other · en · Bulletin of Miscellaneous Information (Royal Gardens Kew) | about_only w=3321 | 0/3 | OUThigh other Recording of a Fair Vote Guelph public meeting on electoral systems; civic advocacy content with no research-practice object. | OUThigh other This recording concerns electoral voting systems and political advocacy, not research practice. | OUThigh other Recording of an electoral-reform public event; political advocacy content, not metaresearch. |
| Integrated optical spectrometer design in the high index contrast silicon-on-insulator waveguide platform 2007 · article · en · NPARC | venue_new w=2684 | 0/3 | OUThigh empirical Integrated optical spectrometer design; the abstract string 'Peer reviewed: Yes' is a repository metadata artifact, not a study of peer review. | OUTlow empirical The title concerns spectrometer design and the abstract provides only peer-review metadata. | OUTmedium empirical Optical spectrometer engineering design; thin abstract, but title is unambiguous domain engineering. |
| La pratique de la pharmacie clinique au Québec (à propos d'une expérience personnelle) 2012 · other · fr · OpenGrey (Institut de l'Information Scientifique et Technique) | french w=1554 | 0/3 | OUTmedium editorial/commentary Personal account of clinical pharmacy practice in Quebec; professional practice, not research practice. | OUThigh other This concerns clinical pharmacy practice in Quebec rather than research practice. | OUTlow editorial/commentary Title indicates personal commentary on clinical pharmacy practice in Quebec, not research as object; no abstract. |
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