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 |
|---|---|---|---|---|---|
| L’avenir des ressources génétiques marines au-delà des juridictions nationales : enjeux à l’aube d’un nouveau traité international 2021 · article · fr · VertigO | french w=1554 | 0/3 | OUThigh conceptual Legal analysis of the treaty regime for marine genetic resources beyond national jurisdiction; environmental governance, not research governance. | OUThigh policy The article analyzes international marine-resource governance rather than the research system. | OUThigh policy International law analysis of marine genetic resources beyond national jurisdiction, not research practice. |
| A comprehensive evaluation of non-isothermal simultaneous reduction and carburization kinetics of W-Ni oxide nano-composite powder 2021 · article · en · Materials Chemistry and Physics | aff_core w=5595 | 0/3 | OUThigh empirical Reduction and carburization kinetics of an oxide nano-composite powder; materials science. | OUTlow empirical The abstract is missing and the title indicates a materials kinetics study rather than research about research. | OUThigh empirical Materials-science kinetics of reduction and carburization; domain engineering science. |
| Body Muscle-to-Fat Ratio, Rather Than Fat-to-Muscle Ratio, Significantly Correlates With Measured Insulin Resistance in Patients With Type 2 Diabetes Mellitus 2021 · article · en · Journal of Clinical Medicine Research | venue_new w=2684 | 0/3 | OUThigh empirical Clinical study comparing body composition indices against measured insulin resistance in type 2 diabetes. | OUThigh empirical This clinical study compares body composition measures of insulin resistance, not research. | OUThigh empirical Clinical correlation of body composition ratios with insulin resistance in T2DM. |
| [ Sans Titre - No Title ]Anthropologies de l’interculturalité, sous la direction de Anne Lavanchy, Anahy Gajardo et Fred Dervin 2013 · article · fr · Alterstice Revue internationale de la recherche interculturelle | french w=1554 | 0/3 | OUTlow other Untitled book review in an intercultural research journal; the payload gives no evidence that research practice is the object. | OUThigh other The record appears to be a book review or bibliographic item about intercultural anthropology, not a study of research practice. | OUThigh editorial/commentary Untitled book notice on anthropologies of interculturality; commentary on intercultural studies, not research systems. |
| Recovery of pre-injury functional state following operative treatment of displaced femoral neck fractures; a prospective cohort study 2021 · article · en · Annals of Medicine and Surgery | about_only w=3321 | 0/3 | OUThigh empirical Prospective cohort study of functional recovery after femoral neck fracture surgery. | OUThigh empirical This is a clinical outcomes study of femoral fracture treatment, not research practice. | OUThigh empirical Clinical cohort study of hip-fracture functional recovery; object is patient outcomes, not research practice. |
| Costs and cost-effectiveness of a comprehensive tuberculosis case finding strategy in Zambia 2021 · article · en · PLoS ONE | fund_new w=1679 | 0/3 | OUThigh empirical Cost-effectiveness analysis of a tuberculosis active case finding program in Zambia; a health-program evaluation. | OUThigh empirical It evaluates tuberculosis case-finding cost-effectiveness, not research itself. | OUThigh empirical Cost-effectiveness of TB active case finding in Zambia; public health intervention evaluation. |
| Recours au télédépistage pour la rétinopathie diabétique 2021 · article · fr · Canadian Medical Association Journal | french w=1554 | 0/3 | OUThigh editorial/commentary Short clinical practice note on tele-screening for diabetic retinopathy; the object is clinical screening. | OUTlow other The fragment concerns clinical tele-screening for diabetic retinopathy, but it does not indicate that research practice is the object. | OUTmedium other Clinical piece on diabetic retinopathy telescreening; object is care delivery, not research. |
| Les bons sentiments / Natalie Jean, Le goût des pensées sauvages, Montréal, Leméac, 2020, 139 p. 2021 · article · fr · Érudit (Université de Montréal) | french w=1554 | 0/3 | OUThigh editorial/commentary Book review of a literary work; abstract absent but the title is unambiguous. | OUThigh editorial/commentary It is a bibliographic literary review rather than research about research. | OUTmedium editorial/commentary Literary book review format; no abstract, but title is not about research as object. |
| 10.1016/0967-0653(96)80582-l 2000 · article · en · Time to knit | venue_new w=2684 | 0/3 | OUThigh empirical Marine ecology study of juvenile cod settlement and habitat structure. | OUThigh empirical The study examines cod settlement, survival, and growth in marine habitats, not research itself. | OUThigh empirical Ecology of juvenile cod habitat and survival; domain marine biology, not research methods. |
| The many entanglements of capitalism, colonialism and Indigenous environmental justice 2021 · article · en · Soundings | about_only w=3321 | 0/3 | OUThigh conceptual Essay on capitalism, colonialism and Indigenous environmental justice; law and political ecology. | OUThigh conceptual This essay examines Indigenous environmental justice and extractive capitalism, not research itself. | OUThigh conceptual Critical social analysis of Indigenous environmental justice and law; object is justice/politics, not research practice. |
| Sex-specific associations between type 2 diabetes incidence and exposure to dioxin and dioxin-like pollutants: a meta-analysis 2021 · preprint · en · medRxiv | aff_core w=5595 | 0/3 | OUTmedium empirical Meta-analysis of dioxin exposure and diabetes risk by sex; it notes how often studies stratify by sex, but the knowledge produced is about an exposure-disease association. | OUThigh empirical This meta-analysis answers a substantive epidemiological question about pollutants and diabetes rather than studying evidence synthesis methods. | OUThigh empirical Meta-analysis answering whether dioxin exposure associates with diabetes by sex; synthesis used for a health question. |
| Mechanisms and mediators of addiction recovery 2021 · article · en · Drugs Education Prevention and Policy | aff_core w=5595 | 0/3 | OUTmedium editorial/commentary Editorial framing knowledge gaps in the addiction recovery literature; commentary on a domain's substantive knowledge rather than on research practice. | OUThigh conceptual The work reviews mechanisms and mediators of addiction recovery. | OUThigh conceptual Framing of mechanisms and mediators in addiction recovery; clinical recovery science, not metaresearch methods. |
| Metabolomics Differences of Glycine max QTLs Resistant to Soybean Looper 2021 · article · en · Metabolites | aff_core w=5595 | 0/3 | OUThigh empirical Metabolomics of soybean insect resistance QTLs; a plant science question. | OUThigh empirical The study investigates soybean metabolites and insect resistance. | OUThigh empirical Plant metabolomics of insect-resistance QTLs in soybean is agricultural biology domain research. |
| On the dynamics of spatial updating 2021 · preprint · en · bioRxiv (Cold Spring Harbor Laboratory) | aff_core w=5595 | 0/3 | OUThigh empirical EEG study of the dynamics of spatial updating during body rotation; a neuroscience question. | OUThigh empirical This studies neural mechanisms of spatial updating, not research itself. | OUThigh empirical Cognitive neuroscience EEG study of spatial updating during body rotation; brain function, not research practice. |
| Repositioning Organizational Failure Through Active Acceptance 2021 · article · en · Organization Theory | aff_core w=5595 | 0/3 | OUThigh conceptual Organization theory paper on how organizations recast failure as success; the object is organizational behavior, not research. | OUThigh conceptual It studies how organizations reinterpret failure, not how research is conducted or evaluated. | OUThigh conceptual Organization theory on reframing organizational failure as success; not research failure or research systems. |
| Hands-off: Feasibility and preliminary results of a two-armed randomized controlled trial of a web-based self-help tool to reduce problematic pornography use 2021 · article · en · Journal of Behavioral Addictions | aff_core w=5595 | 0/3 | OUThigh empirical Randomized trial of a web-based self-help tool for problematic pornography use; a clinical effectiveness question. | OUThigh empirical This randomized trial evaluates an intervention for problematic pornography use rather than research itself. | OUThigh empirical Clinical RCT of a web self-help tool for problematic pornography use; health intervention trial. |
| Intra-Aortic Balloon Pumping in Acute Decompensated Heart Failure With Hypoperfusion: From Pathophysiology to Clinical Practice 2021 · review · en · Circulation Heart Failure | aff_core w=5595 | 0/3 | OUThigh conceptual Narrative clinical review of intra-aortic balloon pump physiology and patient selection. | OUThigh empirical The review concerns clinical use of an intra-aortic balloon pump rather than evidence-synthesis methodology. | OUThigh empirical Clinical review of intra-aortic balloon pump therapy in heart failure; domain cardiology. |
| Impact of the COVID-19 pandemic on substance use among adults without children, parents, and adolescents 2021 · article · en · Addictive Behaviors Reports | aff_core w=5595 | 0/3 | OUThigh empirical Longitudinal study of pandemic impacts on substance use among adults, parents and adolescents. | OUThigh empirical It studies pandemic-related substance use, not research itself. | OUThigh empirical Public health study of COVID-19 impacts on substance use across family roles. |
| Development of MKIDs for Measurement of the Cosmic Microwave Background with the South Pole Telescope 2022 · article · en · Journal of Low Temperature Physics | aff_core w=5595 | 0/3 | OUThigh empirical Detector instrumentation development for cosmic microwave background measurement; abstract absent but the title is unambiguous. | OUThigh empirical It develops detector technology for measuring the cosmic microwave background. | OUThigh empirical MKID detector development for CMB measurement is experimental physics instrumentation. |
| Usage pédagogique de la vidéo et vulgarisation scientifique : Entretien avec Laurent Turcot 2021 · article · fr · Médiations et médiatisations | french w=1554 | 0/3 | T3low editorial/commentary Interview with a scholar about producing video for teaching and for science popularization on YouTube; dissemination-adjacent commentary rather than a study, and largely framed as educational technology. | OUThigh other This interview concerns educational video production and science popularization, not research practice. | T3medium editorial/commentary Interview/commentary on one educator's pedagogical video and science popularization practice. |
| Dose-limiting, adverse event–associated bradycardia with β-blocker treatment of atrial fibrillation in the GENETIC-AF trial 2021 · article · en · Heart Rhythm O2 | aff_core w=5595 | 0/3 | OUThigh empirical Post hoc analysis of bradycardia during beta-blocker treatment in the GENETIC-AF trial; uses trial data to answer a clinical question. | OUThigh empirical The analysis concerns adverse events and dosing in a clinical trial. | OUThigh empirical Clinical cardiology analysis of bradycardia under beta-blockers in an AF trial. |
| Karst caves in Haida Gwaii: Archaeology and paleontology at the Pleistocene-Holocene transition 2021 · article · en · Quaternary Science Reviews | aff_core w=5595 | 0/3 | OUThigh empirical Archaeology and paleontology of karst caves; abstract absent but the title is unambiguous. | OUThigh empirical This concerns archaeological and paleontological evidence from caves, not research itself. | OUThigh empirical Archaeology/paleontology of Haida Gwaii karst caves; domain Quaternary science. |
| Cell Therapy: A New Section for the Transplant and Cell Therapy Community 2021 · editorial · en · Current Oncology | aff_core w=5595 | 0/3 | T3medium editorial/commentary Journal editorial announcing a new Cell Therapy section; an announcement about a venue's editorial scope, i.e. scholarly communication, mapped but not pooled. | T3high infrastructure/announcement This announces a new journal section and is contextual infrastructure-related material. | T3high infrastructure/announcement Journal editorial announcing a new Cell Therapy section; infrastructure/announcement about research publishing venue. |
| Sustainable and Renewable Energy Development in Ontario: A look at the Current Policy Frameworks and Discourses Surrounding Sustainable Energy and Wind and Solar Power in Major Ontario Newspapers 2010 · article · en · The McMaster Journal of Communication | venue_new w=2684 | 0/3 | OUThigh empirical Analysis of Ontario renewable energy policy frameworks and their treatment in major newspapers; the object is energy policy and media discourse. | OUThigh conceptual The article analyzes Ontario energy policy and newspaper discourse, not research practice. | OUThigh policy Ontario sustainable energy policy analysis; energy policy, not research policy or systems. |
| Centre Thucydide, Annuaire français des relations internationales, vol. iv, Bruxelles, Bruylant, 2003, 1037 p. 2005 · article · fr · Études internationales | french w=1554 | 0/3 | OUThigh other Book notice/review in an international relations journal; object is the reviewed yearbook's subject matter. | OUThigh editorial/commentary This is a bibliographic review of an international relations yearbook, not a study of research. | OUThigh other Short notice of an international-relations yearbook, not a study of research. |
| ‘Jane McCabe, Kalimpong Kids: The New Zealand story, in pictures’ 2021 · article · en · Journal of Australian Canadian and Aotearoa New Zealand Studies | about_only w=3321 | 0/3 | OUThigh other Book review of a photographic history of the Kalimpong Kids; the object is the book's historical subject. | OUThigh editorial/commentary This is a book review about a historical subject, not commentary on research practice. | OUThigh editorial/commentary Book review of a historical New Zealand story; not about research practice. |
| Genome assembly, transcriptome and SNP database for chum salmon ( <i>Oncorhynchus keta</i> ) 2021 · preprint · en · bioRxiv (Cold Spring Harbor Laboratory) | aff_core w=5595 | 0/3 | OUThigh empirical Genome assembly and SNP resources for chum salmon; genomics of a species, not research infrastructure in the scholarly sense. | OUThigh empirical The work creates genomic resources to study chum salmon biology, not research itself. | OUThigh empirical Species genome assembly and SNP resource for chum salmon biology and fisheries, not research infrastructure studies. |
| Doubly Exotic Nth-Order Superintegrable Classical Systems Separating in Cartesian Coordinates 2022 · article · en · Symmetry Integrability and Geometry Methods and Applications | fund_new w=1679 | 0/3 | OUThigh conceptual Mathematical physics on superintegrable classical systems with exotic potentials; a theory result, not a study of research. | OUThigh conceptual The work develops mathematical results for superintegrable systems rather than studying research. | OUThigh conceptual Mathematical physics of superintegrable classical systems, not metaresearch. |
| P.160 Impact of peritumoral edema during tumor treatment field therapy: a computational modelling study 2021 · article · en · Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques | aff_core w=5595 | 0/3 | OUThigh empirical Computational modeling of peritumoral edema effects in tumor treatment field therapy. | OUThigh empirical The study models electrical fields in tumors and edema, not research itself. | OUThigh empirical Computational modelling of tumour-treating fields with edema; clinical neuro-oncology tool study. |
| Bibliographie sélective 2009 · book-chapter · fr · CNRS Éditions eBooks | french w=1554 | 0/3 | OUThigh other Selective bibliography (book back matter); a reference list, not a bibliometric study. | OUThigh other A selective bibliography about communication scholarship is not itself a study of research. | OUTmedium other Selective bibliography of communication sociology titles, not an analysis of research practice. |
| Spider Silk in Tissue Engineering 2021 · article · en · The Meducator | venue_new w=2684 | 0/3 | OUThigh other Short review of spider silk applications in tissue engineering; a biomaterials topic. | OUThigh conceptual It reviews biomedical applications of spider silk rather than research practice. | OUThigh other Biomedical review of spider silk for tissue engineering applications, not research as object. |
| La France en récits 2020 · book-chapter · fr · Presses Universitaires de France eBooks | french w=1554 | 0/3 | OUTmedium other Book chapter on narratives of France; no abstract, but nothing indicates research itself is the object. | OUTlow conceptual The title concerns narratives of France, with no abstract indicating an object related to research. | OUTlow other Title on France in narratives with empty abstract; no indication the object is research itself. |
| Incidence of Bacterial and Nonbacterial Conjunctivitis in Patients With Atopic Dermatitis Treated With Dupilumab: A US Multidatabase Cohort Study 2022 · article · en · Dermatitis | venue_new w=2684 | 0/3 | OUThigh empirical Cohort study of conjunctivitis incidence with dupilumab; a drug-safety question. | OUThigh empirical The cohort study estimates conjunctivitis risk from a treatment and does not study research itself. | OUThigh empirical Pharmacoepidemiology of dupilumab-associated conjunctivitis; clinical safety, not research practice. |
| Faculty Opinions recommendation of Implantable cardioverter-defibrillators in tetralogy of Fallot. 2008 · dataset · en · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature | aff_core w=5595 | 0/3 | OUTmedium editorial/commentary Faculty Opinions recommendation of a clinical cohort study of implantable defibrillators in tetralogy of Fallot; a commentary on a clinical finding, not a study of peer review. | T3high editorial/commentary This post-publication recommendation comments on a biomedical study without studying peer review itself. | OUThigh other Faculty Opinions post-publication rating of a clinical ICD paper; uses review format, does not study peer review. |
| Multiple sclerosis cortical lesion detection with deep learning at ultra-high-field MRI 2022 · preprint · en · medRxiv | aff_core w=5595 | 0/3 | OUThigh empirical Deep learning framework for detecting MS cortical lesions; a clinical imaging method, and the reliability language is domain measurement, not the reproducibility literature. | OUThigh empirical The work develops a deep-learning tool for detecting multiple-sclerosis lesions. | OUThigh empirical Deep-learning tool for detecting MS cortical lesions is clinical imaging methods development, not study of research methods. |
| Nutritional, organoleptic, and physical properties of biscuits made with cassava flour: effects of eggs substitution with kidney bean milk ( <i>Phaseolus vulgaris L</i> .) 2022 · article · en · International Journal of Food Properties | fund_new w=1679 | 0/3 | OUThigh empirical Food science study of cassava biscuits with kidney bean milk substituted for eggs. | OUThigh empirical It studies the nutritional and sensory properties of biscuits, not research itself. | OUThigh empirical Food science study of cassava biscuits with bean milk substitution; nutrition product properties. |
| Sadownik, S.A. (2022). Monitoring and Assessing Student Thinking in Google Math Classroom Environments.pdf 2022 · preprint · en | aff_core w=5595 | 0/3 | OUThigh conceptual Practitioner article on using Google Classroom to assess student mathematical thinking; the object is classroom teaching. | OUThigh empirical This examines Google Classroom and elementary students' mathematical thinking, not research. | OUThigh empirical Teaching practice paper on assessing student thinking in Google Classroom; education, not research. |
| Les établissements médico-sociaux, un dispositif de gestion "Canada dry" 2022 · preprint · fr · HAL (Le Centre pour la Communication Scientifique Directe) | french w=1554 | 0/3 | OUTlow conceptual French preprint on management devices in medico-social establishments; no real abstract, and 'Canada dry' in the title is a French idiom, not a reference to Canada. | OUThigh other The title concerns healthcare establishments and management, not research itself. | OUTlow conceptual Thin abstract; title suggests healthcare-management critique, not research as object. |
| Identification of 4‐Anilinoquin(az)oline as a Cell‐Active Protein Kinase Novel 3 (PKN3) Inhibitor Chemotype** 2022 · article · en · ChemMedChem | fund_new w=1679 | 0/3 | OUThigh empirical Medicinal chemistry identification of a PKN3 kinase inhibitor chemotype. | OUThigh empirical The work identifies a protein kinase inhibitor for cancer research, not a study of research. | OUThigh empirical Medicinal chemistry identification of a PKN3 inhibitor chemotype; domain drug discovery. |
| Introduction of Multi-Wiring Board Suitable for SDGs 2022 · article · en · Journal of The Japan Institute of Electronics Packaging | aff_core w=5595 | 0/3 | OUThigh other Electronics packaging article introducing a multi-wiring board; a technology introduction with no research-practice object. | OUThigh other This technical article concerns multi-wiring boards and contains no indication that research itself is the object. | T3low infrastructure/announcement Title announces a multi-wiring board for SDGs; infrastructure/product introduction, abstract missing. |
| Cannabinoid receptor 2 (CB2R) mediates cannabinol (CBN) induced developmental defects in zebrafish 2022 · preprint · en | aff_core w=5595 | 0/3 | OUThigh empirical Zebrafish study of cannabinol-induced developmental defects via CB2 receptors; the object is developmental toxicology. | OUThigh empirical This biomedical experiment studies cannabinoid effects on zebrafish development, not research practice. | OUThigh empirical Developmental toxicology of cannabinol in zebrafish embryos; biomedical domain. |
| Impacts of Targeted Wall Shapes on Heat Transfer Characteristics of Turbulent Pipe Flow 2022 · article · en · SSRN Electronic Journal | aff_core w=5595 | 0/3 | OUThigh empirical Heat transfer in turbulent pipe flow; abstract absent but the title is unambiguous. | OUTlow empirical The title concerns heat transfer in turbulent flow, not research itself, but the abstract is missing. | OUThigh empirical Heat-transfer engineering of turbulent pipe flow with wall shapes; domain fluid mechanics. |
| Omnichannel Services: The False Premise and Operational Remedies 2022 · article · en · Management Science | aff_core w=5595 | 0/3 | OUThigh conceptual Operations management model of omnichannel service queues. | OUThigh conceptual It develops operational-management theory for omnichannel services. | OUThigh empirical Operations-management analysis of omnichannel retail services, not research systems. |
| 5 Things Everyone Gets Wrong About cheap jersey china biz focus 2022 · article · en · Zenodo (CERN European Organization for Nuclear Research) | about_only w=3321 | 0/3 | OUThigh other Spam/junk deposit with incoherent content about horseracing subsidies; not metaresearch. | OUTlow other The fragment concerns Ontario horseracing and provides no evidence that research is the object of study. | OUThigh other Non-scholarly/spam-like post on horseracing and commerce, not metaresearch. |
| Lecteurs du Volume 41, 2018 / Referees for Volume 36, 2018 2018 · article · fr · Loisir et Société / Society and Leisure | french w=1554 | 0/3 | OUTlow other Journal's annual list of referees for a volume; an acknowledgment artifact of peer review rather than any study, commentary, or announcement about research practice, and there is no abstract to judge from. | T3high editorial/commentary The record is a contextual list of referees associated with a journal volume. | T3medium other Journal referee acknowledgment list; peer-review ecosystem furniture mapped as contextual, not an analytic study of review. |
| Improving the Strength of Sandy Soils via Ureolytic CaCO <sub>3</sub> Solidification by <i>Sporosarcina ureae</i> 2018 · preprint · en | aff_core w=5595 | 0/3 | OUThigh empirical Geotechnical microbiology on microbially induced carbonate precipitation to strengthen sandy soils; the object is a ground reinforcement process. | OUThigh empirical This materials-engineering study tests microbial soil strengthening, not research practice. | OUThigh empirical Geotechnical/microbial soil solidification via MICP; environmental engineering domain. |
| High-energy higgsstrahlung cross-section suppression in the minimal composite Higgs model 2011 · dissertation · en | aff_core w=5595 | 0/3 | OUThigh empirical Particle physics dissertation on Higgs cross-sections; the 'abstract' is repository boilerplate. | OUThigh conceptual This dissertation concerns a theoretical particle-physics model rather than research itself. | OUThigh empirical Particle-physics dissertation title is unambiguous; abstract is library boilerplate, not metaresearch content. |
| Issue Highlights 2019 · article · en · The Canadian Journal of Chemical Engineering | venue_new w=2684 | 0/3 | OUTmedium editorial/commentary Journal issue highlights front matter for a chemical engineering journal; not about research practice. | OUThigh editorial/commentary It is an issue-highlight or journal-front-matter item, not an analysis of research practice. | T3high editorial/commentary Journal issue highlights are editorial front matter, mapped as contextual not analytic corpus. |
| Étude Du Processus Décisionnel Médico-Parental en Contexte de Cessation de Traitement Aux Soins Intensifs Pédiatrique 2011 · article · fr · Paediatrics & Child Health | french w=1554 | 0/3 | OUThigh empirical French-language study of medical-parental decision making in paediatric intensive care treatment withdrawal; clinical ethics, not research practice. | OUThigh empirical The work concerns medical-parental decision-making about treatment cessation. | OUThigh empirical Study of medico-parental decision-making at end of pediatric intensive care, not research. |
| Provenzano (François), Historiographies périphériques. Enjeux et rhétorique de l’histoire littéraire en francophonie du Nord (Belgique, Suisse romande, Québec) 2013 · article · fr · Textyles | french w=1554 | 0/3 | T3low editorial/commentary Book review of a volume on the rhetoric of literary historiography; commentary touching on scholarly practice, so contextual at most. | OUThigh other The work concerns literary historiography and francophone literature rather than research practice. | OUThigh editorial/commentary Book review of literary historiography in francophone literature; object is literary canons, not 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