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 |
|---|---|---|---|---|---|
| Designing communicating transaction processes by supervisory control theory 2006 · article · en · Formal Methods in System Design | aff_core w=5595 | 0/3 | OUThigh empirical Supervisory control theory for designing transaction processes; a formal methods contribution. | OUThigh other The title clearly indicates a technical study of transaction processes rather than research itself. | OUThigh empirical Formal methods paper on designing communicating transaction processes; CS systems design, not metaresearch. |
| An inverse relationship between allelopathic activity and salt tolerance in suspension cultures of three mangrove species, Sonneratia alba, S. caseolaris and S. ovata: development of a bioassay method for allelopathy, the protoplast co-culture method 2014 · article · en · Journal of Plant Research | fund_new w=1679 | 0/3 | OUThigh empirical Allelopathy and salt tolerance bioassay in mangroves; plant physiology, and the new bioassay is a domain method. | OUTlow empirical The title indicates a plant allelopathy and bioassay study, but the abstract is missing. | OUTmedium empirical Plant allelopathy and salt-tolerance bioassay methods; domain plant biology, abstract missing. |
| Opposites attract: MHC‐associated mate choice in a polygynous primate 2009 · article · en · Journal of Evolutionary Biology | fund_new w=1679 | 0/3 | OUThigh empirical Evolutionary biology study of MHC-associated mate choice in mandrills; the object is animal reproduction. | OUThigh empirical This study examines mate choice and genetics in mandrills, not research practice. | OUThigh empirical Evolutionary biology of MHC-associated mate choice in mandrills. |
| La différentiation automatique et son utilisation en optimisation 2008 · article · fr · RAIRO - Operations Research | french w=1554 | 0/3 | OUThigh conceptual Tutorial survey of automatic differentiation and its use in optimization software; a numerical technique, not research practice. | OUThigh conceptual The work discusses automatic differentiation as a computational technique, not research practice. | OUThigh conceptual Survey of automatic differentiation for optimization software; object is a computational technique, not research practice. |
| Efficacy of medical grade honey against multidrug-resistant organisms of operational significance 2014 · article · en · The Journal of Trauma: Injury, Infection, and Critical Care | about_only w=3321 | 0/3 | OUThigh empirical In vitro efficacy of medical grade honey against multidrug-resistant organisms; 'validation' here is laboratory antimicrobial testing, and the object is wound treatment. | OUThigh empirical The study tests medical honey against resistant organisms, not research itself. | OUThigh empirical Clinical microbiology efficacy of medical-grade honey against pathogens; therapeutic domain. |
| Bovine colostrum, training status, and gastrointestinal permeability during exercise in the heat: a placebo-controlled double-blind study 2014 · article · en · Applied Physiology Nutrition and Metabolism | aff_core w=5595 | 0/3 | OUThigh empirical Placebo-controlled trial of bovine colostrum on gut permeability during exercise. | OUThigh empirical This randomized exercise study evaluates bovine colostrum effects rather than research practice. | OUThigh empirical Exercise-physiology RCT-style study of colostrum and GI permeability under heat stress. |
| Texture Feature Extraction From Texture Spectrum 2005 · article · en | aff_core w=5595 | 0/3 | OUThigh empirical Computer vision method for texture feature extraction from texture spectrum; an image analysis technique. | OUThigh empirical The work develops texture feature extraction methods for image analysis, not a study of research. | OUTmedium empirical Computer vision texture feature extraction; method use, not study of research. |
| On three models of magneto-hydrodynamic free-convection flow 2009 · article · en · Canadian Journal of Physics | venue_new w=2684 | 0/3 | OUThigh conceptual Theoretical physics comparing three models of magneto-hydrodynamic free-convection flow; the object is a physical model. | OUThigh conceptual The work models magnetohydrodynamic flow and does not study research practice. | OUThigh empirical Mathematical physics of magneto-hydrodynamic free-convection flows; domain engineering science. |
| ULTRASONOGRAPHIC MEASUREMENT OF KIDNEY‐TO‐AORTA RATIO AS A METHOD OF ESTIMATING RENAL SIZE IN DOGS 2007 · article · en · Veterinary Radiology & Ultrasound | aff_core w=5595 | 0/3 | OUThigh empirical Ultrasound kidney-to-aorta ratio in dogs; a veterinary measurement study, with 'reproducibility' in the assay sense. | OUThigh empirical This evaluates a veterinary ultrasound measurement method, not research methodology as an object. | OUThigh empirical Veterinary ultrasound method for canine renal size; measurement reproducibility is assay sense, not metaresearch. |
| A re‐evaluation of the role of killer whales <i>Orcinus orca</i> in a population decline of sea otters <i>Enhydra lutris</i> in the Aleutian Islands and a review of alternative hypotheses 2010 · review · en · Mammal Review | aff_core w=5595 | 0/3 | OUThigh empirical Re-evaluation of ecological evidence about sea otter decline; the object is an ecological hypothesis, not research practice. | OUThigh other The review evaluates ecological explanations for sea-otter population decline. | OUThigh empirical Ecological re-evaluation of killer whale predation on sea otters; domain wildlife ecology. |
| Impaired Health Status and the Effect of Pain and Fatigue on Functioning in Clinical Trial Patients with Systemic Lupus Erythematosus 2013 · article · en · The Journal of Rheumatology | venue_new w=2684 | 0/3 | OUThigh empirical Analysis of health status, pain and fatigue among lupus clinical trial patients; uses trial data to answer a clinical question. | OUThigh empirical The study examines health outcomes and treatment responses in patients with systemic lupus erythematosus. | OUThigh empirical Clinical analysis of pain/fatigue PROs in SLE trial patients; domain outcomes, not study of research methods. |
| Defective hematopoiesis and hepatic steatosis in mice with combined deficiencies of the genes encoding Fancc and Cu/Zn superoxide dismutase 2001 · article · en · Blood | aff_core w=5595 | 0/3 | OUThigh empirical Mouse genetics of hematopoiesis in Fanconi anemia models. | OUThigh empirical The study examines gene deficiencies and disease phenotypes in mice. | OUThigh empirical Mouse genetics of Fanconi anemia and superoxide dismutase; biomedical disease model. |
| Detection of Intestinal Metaplasia in Barrett's Esophagus: An Observational Comparator Study Suggests the Need for a Minimum of Eight Biopsies 2007 · article · en · The American Journal of Gastroenterology | aff_core w=5595 | 0/3 | OUThigh empirical Study of the optimal number of biopsies to detect intestinal metaplasia; a clinical sampling protocol, not a research method. | OUThigh empirical It evaluates a clinical biopsy protocol for detecting intestinal metaplasia. | OUThigh empirical Clinical comparator study of detecting intestinal metaplasia in Barrett's esophagus. |
| Crosslinking of a Peritrophic Matrix Protein Protects Gut Epithelia from Bacterial Exotoxins 2015 · article · en · PLoS Pathogens | fund_new w=1679 | 0/3 | OUThigh empirical Molecular biology of transglutaminase crosslinking in the Drosophila gut. | OUThigh empirical The study investigates insect gut biology and bacterial toxins, not research itself. | OUThigh empirical Drosophila gut barrier biology against bacterial toxins; domain immunology/microbiology. |
| Design of a parallel genetic algorithm for the Internet 2002 · article · en | aff_core w=5595 | 0/3 | OUThigh empirical Design of a parallel genetic algorithm; a computational tool for optimization, not a study of research practice. | OUThigh conceptual It develops a computational algorithm for optimization rather than studying research methods or practice. | OUThigh empirical Computer science algorithm design for parallel genetic algorithms, not metaresearch on how research is done. |
| Heinrich event 1: an example of dynamical ice-sheet reaction to oceanic changes 2011 · article · en · Climate of the past | about_only w=3321 | 0/3 | OUThigh empirical Modeling of ice-sheet response during Heinrich event 1; paleoclimate science. | OUThigh conceptual The work models the climate and ice-sheet dynamics of a Heinrich event rather than research itself. | OUThigh empirical Paleoclimate modeling of Heinrich event 1 ice-sheet dynamics; earth system science. |
| Lactoferrin: influences on Langerhans cells, epidermal cytokines, and cutaneous inflammation 2002 · article · en · Biochemistry and Cell Biology | venue_new w=2684 | 0/3 | OUThigh empirical Lactoferrin effects on Langerhans cells and cutaneous inflammation; immunology. | OUThigh empirical This biomedical experiment studies lactoferrin and inflammation rather than research methodology. | OUThigh empirical Biomedical study of lactoferrin effects on Langerhans cells and cutaneous inflammation. |
| In Regard to Girinsky et al 2014 · letter · en · International Journal of Radiation Oncology*Biology*Physics | aff_core w=5595 | 0/3 | OUTlow editorial/commentary Letter to the editor about a specific radiation oncology paper; no abstract, and the correspondence concerns a clinical study rather than research practice. | T3high editorial/commentary A letter responding to another article is contextual scholarly communication. | T3high editorial/commentary Letter to the editor responding to a clinical paper, contextual correspondence under the rubric. |
| A review on recent advances on knowledge management implementations 2013 · review · en · Management Science Letters | venue_new w=2684 | 0/3 | OUTmedium other Review of knowledge management implementations in organizations and educational units; organizational knowledge management, not the information behavior of researchers or research infrastructure. | OUThigh conceptual The review concerns knowledge-management implementation rather than how research is conducted or communicated. | OUTmedium conceptual Organizational knowledge-management implementation review in education and projects, not research systems. |
| Poster 148: Children With Primary Language Impairment Transitioning to School: Utilization and Satisfaction With Rehabilitation Services 2010 · article · en · Archives of Physical Medicine and Rehabilitation | aff_core w=5595 | 0/3 | OUThigh empirical Conference poster on rehabilitation service utilization and satisfaction among children with language impairment; health services research, not metaresearch. | OUThigh empirical The work concerns rehabilitation services for children with language impairment. | OUTmedium empirical Poster on pediatric rehab service use for language impairment; clinical/services research, not metaresearch. |
| Precipitation frequency controls interannual variation of soil respiration by affecting soil moisture in a subtropical forest plantation 2011 · article · en · Canadian Journal of Forest Research | venue_new w=2684 | 0/3 | OUThigh empirical Forest ecology study of precipitation frequency and interannual soil respiration; the object is an ecosystem process. | OUThigh empirical This ecological study examines soil respiration and precipitation in a forest plantation, not research itself. | OUThigh empirical Forest ecology study of soil respiration and precipitation; environmental domain. |
| Dynamic analysis of an optical fiber coupler in telecommunications 2003 · article · en · Journal of Sound and Vibration | aff_core w=5595 | 0/3 | OUThigh empirical Engineering analysis of optical fiber coupler dynamics; abstract absent but the title is unambiguous. | OUThigh empirical The title indicates an engineering study of optical-fiber dynamics, not metaresearch. | OUThigh empirical Engineering dynamics of an optical fiber coupler, domain technical work. |
| Évaluation du débit réservé par méthodes hydrologiques et hydrobiologiques 2005 · article · fr · Revue des sciences de l eau | french w=1554 | 0/3 | OUTmedium empirical Compares hydrological and hydrobiological methods for estimating instream reserved flow; the object is a water-management estimation problem, not research practice. | OUThigh empirical The study evaluates ecological flow-management methods for salmon habitat rather than research practice. | OUThigh empirical Applies hydrological and habitat models to environmental flow in a New Brunswick stream; domain water science. |
| Erratum to: Correlation for Estimating the Effects of Temperature on the Viscosity of Light Hydrocarbon Solvents 2013 · erratum · en · Journal of Materials Engineering and Performance | aff_core w=5595 | 0/3 | OUTlow other Bare erratum to an engineering viscosity correlation; a correction attached to domain work rather than to the metaresearch ecosystem. | T3high other This is an erratum, a contextual correction explicitly mapped as T3. | T3high other Erratum/correction record; T3 mapped correction, not pooled analytic metaresearch. |
| Bootstrapping from Game Tree Search 2009 · article · en | aff_core w=5595 | 0/3 | OUThigh empirical Machine learning algorithm for updating heuristic evaluation functions in game tree search. | OUThigh empirical It develops a machine-learning algorithm for chess evaluation. | OUThigh empirical AI algorithm for learning from game-tree search is computer science, not research studies. |
| Use of Anionic Micelles in Photogalvanic Cells for Solar Energy Conversion and Storage Dioctylsulfosuccinate-mannitol-safranine System 2007 · article · en · Energy Sources Part A Recovery Utilization and Environmental Effects | fund_new w=1679 | 0/3 | OUThigh empirical Photochemistry of a micellar photogalvanic cell for solar energy conversion; the object is a device. | OUThigh empirical The work studies solar-cell performance, not research methods or the research system. | OUThigh empirical Experimental photochemistry and solar cell performance; domain science, not metaresearch. |
| Role of Pemetrexed in Sdvanced Non-Small-Cell Lung Cancer: Meta-Analysis of Randomized Controlled Trials, with Histology Subgroup Analysis 2012 · article · en · Current Oncology | aff_core w=5595 | 0/3 | OUThigh empirical Meta-analysis of randomized trials of pemetrexed in non-small-cell lung cancer; a synthesis method used to answer a clinical question, the paradigm OUT case in the rubric. | OUThigh empirical The meta-analysis answers a clinical treatment question rather than studying how meta-analyses are done. | OUThigh empirical Clinical meta-analysis of pemetrexed for lung cancer; method used to answer a treatment question. |
| Audio Fingerprint Extraction Using an Adapted Computational Geometry Algorithm 2012 · article · en · Computer and Information Science | venue_new w=2684 | 0/3 | OUThigh empirical Audio fingerprinting algorithm; a signal-processing contribution in its own domain. | OUThigh empirical The work develops an audio fingerprinting algorithm rather than studying research practice. | OUThigh empirical Domain CS work on an audio fingerprinting algorithm; object is signal processing, not research practice. |
| Isolation of A New Sterol from Limonium stocksii and Antimicrobial Activities of Crude Extract 2013 · article · en · Journal of Basic & Applied Sciences | venue_new w=2684 | 0/3 | OUThigh empirical Isolation of a new sterol from a plant and antimicrobial testing of the extract; the object is natural product chemistry. | OUThigh empirical The work studies a sterol and antimicrobial activity in a plant extract, not research practice. | OUThigh empirical Natural-product isolation and antimicrobial testing of a plant sterol; phytochemistry. |
| Picking winners? The effect of birth order and migration on parental human capital investments in pre-modern England 2013 · article · en · European Review of Economic History | fund_new w=1679 | 0/3 | OUThigh empirical Economic history of birth order, migration, and parental human capital investment in pre-modern England; the object is historical household behavior. | OUThigh empirical The study examines parental human-capital investments in pre-modern England, not the research system. | OUThigh empirical Economic history of parental human-capital investment in pre-modern England; not about scientific research. |
| A Large Pseudoautosomal Region on the Sex Chromosomes of the Frog Silurana tropicalis 2013 · article · en · Genome Biology and Evolution | aff_core w=5595 | 0/3 | OUThigh empirical Genomics study of the pseudoautosomal region on frog sex chromosomes. | OUThigh empirical It investigates frog sex chromosomes, not research itself. | OUThigh empirical Genetics of frog sex chromosomes; organismal biology, not research methods or system. |
| Settlement of a Tropical Marine Epibenthic Assemblage on Artificial Panels: Influence of Substratum Heterogeneity and Complexity Scales 2002 · article · en · Estuarine Coastal and Shelf Science | aff_core w=5595 | 0/3 | OUThigh empirical Marine ecology experiment on epibenthic settlement; domain science. | OUThigh empirical This ecological study examines marine assemblage settlement, not research. | OUThigh empirical Marine ecology experiment on epibenthic settlement; title unambiguously domain science despite missing abstract. |
| Examining three frailty conceptualizations in their ability to predict negative outcomes for home-care clients 2010 · article · en · Age and Ageing | aff_core w=5595 | 0/3 | OUTlow empirical Compares three frailty conceptualizations for predicting outcomes in home-care clients; uses the comparison to answer a clinical prediction question. | OUThigh empirical It examines frailty prediction for home-care clients, not research itself. | OUThigh empirical Compares frailty constructs to predict home-care outcomes; clinical geriatrics, not research methods. |
| Accident or osteoporosis?: Survey of community follow-up after low-trauma fracture. 2011 · article · en · PubMed | aff_core w=5595 | 0/3 | OUThigh empirical Survey of post-fracture osteoporosis management; the object is clinical care quality, not research practice. | OUThigh empirical The study evaluates osteoporosis follow-up in patients, not research practice. | OUThigh empirical Clinical survey of post-fracture osteoporosis care; object is patient management, not research practice. |
| Hidden semi‐Markov models reveal multiphasic movement of the endangered Florida panther 2014 · article · en · Journal of Animal Ecology | aff_core w=5595 | 0/3 | OUThigh empirical Hidden semi-Markov models applied to panther GPS data; a statistical method used to answer an ecology question. | OUThigh empirical This study applies a statistical model to animal movement and does not study research practice. | OUThigh empirical Wildlife ecology study of Florida panther movement modes; object is animal behaviour, not research practice. |
| Intra-Firm Upward Mobility and Immigration 2013 · article · en · SSRN Electronic Journal | aff_core w=5595 | 0/3 | OUThigh empirical Labour economics paper on immigrants' within-firm upward mobility; domain research. | OUThigh empirical This work concerns immigration and workplace mobility, not research. | OUTmedium empirical Labour/immigration mobility paper; empty abstract but title is firm careers, not the research workforce. |
| RINGS IN WHICH ELEMENTS ARE UNIQUELY THE SUM OF AN IDEMPOTENT AND A UNIT 2004 · article · en · Glasgow Mathematical Journal | aff_core w=5595 | 0/3 | OUThigh conceptual Abstract algebra result on uniquely clean rings; pure mathematics. | OUThigh conceptual This is a mathematical study of ring structures, not research practice or the research system. | OUThigh conceptual Pure ring theory in algebra; mathematics of clean rings, not a study of research practice. |
| Solidarity and conflict: aligned and misaligned prosody as a transactional resource in intra- and intercultural communication involving power differences 2010 · article · en · Cultural Studies of Science Education | aff_core w=5595 | 0/3 | OUTlow empirical Discourse analysis of prosody in intercultural communication involving power differences; no abstract, and the stated object is interactional communication rather than research practice, though the venue is science-education/STS adjacent. | OUThigh empirical It studies prosody and communication involving power differences, not research practice. | OUTlow empirical Title-only prosody and intercultural communication study; no evidence the object is research practice. |
| L’antimissile de territoire comme mode de gouvernance technopolitique de la sécurité euro-atlantique 2012 · article · fr · Études internationales | french w=1554 | 0/3 | OUTmedium conceptual Political analysis of missile defense as a technopolitical governance instrument; technology and security politics, not scientific knowledge production. | OUThigh conceptual It analyzes missile defense as a geopolitical governance technology. | OUThigh conceptual IR/security analysis of Euro-Atlantic missile defence, not science studies. |
| Tumor Paint: A Chlorotoxin:Cy5.5 Bioconjugate for Intraoperative Visualization of Cancer Foci 2007 · article · en · Cancer Research | aff_core w=5595 | 0/3 | OUThigh empirical Development of a chlorotoxin bioconjugate for intraoperative cancer visualization; the object is an imaging agent. | OUThigh empirical It develops an optical cancer-imaging agent, not a study of research. | OUThigh empirical Cancer imaging bioconjugate (tumor paint); translational oncology tool, not research-on-research. |
| Managerial Incentives and Audit Fees: Evidence from the Mutual Fund Industry 2012 · article · en · Accounting and Finance Research | venue_new w=2684 | 0/3 | OUThigh empirical Financial audit fees and managerial incentives in mutual funds; 'audit' here is financial, not research evaluation. | OUThigh empirical The study examines audit fees and managerial incentives in mutual funds, not research practice. | OUThigh empirical Accounting study of mutual-fund audit fees and managerial incentives; financial audit, not research integrity. |
| An investigation on factors influencing job satisfaction: A case study of electricity distribution firm 2013 · article · en · Management Science Letters | venue_new w=2684 | 0/3 | OUThigh empirical Survey of job satisfaction factors among employees of an electricity distribution firm; organizational behavior outside the research workforce. | OUThigh empirical It studies employee job satisfaction in an electricity firm, not research itself. | OUThigh empirical Organizational psychology case study of job satisfaction in an electricity firm. |
| Vegetables Make the Meal: New Insights to Motivate Vegetable Preparation for Family Dinners 2012 · article · en · Journal of Nutrition Education and Behavior | venue_new w=2684 | 0/3 | OUThigh empirical Nutrition education study on motivating vegetable preparation for family dinners. | OUThigh empirical The title identifies a nutrition and family-dinner study, not research itself. | OUThigh empirical Nutrition/behavior title on motivating vegetable preparation for family dinners. |
| Clinical Evaluation and Management of Metabolic and Morphologic Abnormalities Associated with Human Immunodeficiency Virus 2002 · review · en · Clinical Infectious Diseases | aff_core w=5595 | 0/3 | OUThigh other Clinical review of managing metabolic and morphologic abnormalities in HIV; the object is patient management. | OUThigh conceptual The review addresses clinical management of HIV-associated abnormalities rather than research methodology. | OUTmedium other Clinical evaluation and management of HIV-associated metabolic abnormalities. |
| 4-H Food Challenge 2010 · article · en · Journal of Nutrition Education and Behavior | venue_new w=2684 | 0/3 | OUTmedium other Item about a 4-H youth food program; abstract absent, and nothing indicates research is the object. | OUTlow other The title suggests a food-related program or activity, but the missing abstract prevents precise genre assessment. | OUTlow other Nutrition-education title with no abstract; no indication the object is research practice. |
| A Qualitative Assessment of Weight Control among Rural Kansas Women 2009 · article · en · Journal of Nutrition Education and Behavior | venue_new w=2684 | 0/3 | OUThigh empirical Qualitative study of weight-control behaviour among rural women; domain health research. | OUThigh empirical This qualitative study examines weight control among rural women, not research. | OUThigh empirical Qualitative public-health study of weight control among rural women. |
| Emergency contraceptive options available for adolescents. 2006 · article · en · PubMed | aff_core w=5595 | 0/3 | OUThigh other Clinical question-and-answer piece on emergency contraception options for adolescents; the object is patient care. | OUThigh conceptual The article provides clinical guidance on emergency contraception rather than studying research practice. | OUThigh editorial/commentary Clinical Q&A on emergency contraception options for adolescents. |
| De l’Opération SalAMI à Némésis : le cheminement d’un groupe de femmes du mouvement altermondialiste québécois1 2006 · article · fr · Recherches féministes | french w=1554 | 0/3 | OUThigh empirical Case study of a Quebec feminist activist group; social movement research. | OUThigh empirical This studies a feminist social movement rather than research itself. | OUThigh empirical Case study of a Quebec feminist alter-globalization group; social-movement research, not metaresearch. |
| Blue Luminescent Three‐Coordinate Organoboron Compounds with a 2,2′‐Dipyridylamino Functional Group. 2003 · article · en · ChemInform | aff_core w=5595 | 0/3 | OUThigh empirical Synthesis and characterization of luminescent organoboron compounds; chemistry. | OUThigh empirical The study synthesizes and characterizes new organoboron compounds. | OUThigh empirical Synthesis and luminescence of organoboron compounds; domain chemistry. |
| Symptoms and fear in heart failure patients approaching end of life: a mixed methods study 2015 · article · en · Journal of Clinical Nursing | fund_new w=1679 | 0/3 | OUTmedium empirical Mixed-methods study of fear and symptoms in heart failure patients; the remark on the value of mixed methods is incidental to a clinical object. | OUThigh empirical This mixed-methods study examines patient experiences in heart failure rather than research practice. | OUThigh empirical Clinical mixed-methods study of fear and symptoms in end-stage heart failure patients. |
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