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 |
|---|---|---|---|---|---|
| Additional file 1 of MiR-34c downregulation leads to SOX4 overexpression and cisplatin resistance in nasopharyngeal carcinoma 2020 · article · en · Figshare | aff_core w=5595 | 0/3 | OUThigh other Supplementary figure file for a cancer biology paper on miR-34c and cisplatin resistance. | OUThigh other This is a supplementary molecular-biology figure file and does not study research itself. | OUThigh other Supplementary figure file for a cancer molecular paper; domain biomedical content. |
| Additional file 8 of Community-based group physical activity and/or nutrition interventions to promote mobility in older adults: an umbrella review 2022 · article · en · Figshare | aff_core w=5595 | 0/3 | OUThigh other Supplementary file of an umbrella review of physical activity and nutrition interventions for mobility in older adults; the parent work answers a health question. | OUThigh other This is supplementary material for a clinical umbrella review rather than research about synthesis methods. | OUThigh other Supplementary file to an umbrella review of mobility interventions; health synthesis answering a practice question. |
| Additional file 1 of A healthcare workers’ mHealth adoption instrument for the developing world 2022 · article · en · Open MIND | aff_core w=5595 | 0/3 | OUTmedium other Supplementary file of a paper developing an mHealth adoption instrument for health workers; health informatics measurement, not research-on-research. | OUTlow other The record is only an additional file for a healthcare instrument and does not show that research itself is the object. | OUThigh other Supplementary additional file only; parent mHealth instrument concerns clinical technology adoption, not research. |
| Implementation strategies and outcome measures for advancing learning health systems: a mixed methods systematic review 2023 · other · en · Figshare | aff_core w=5595 | 0/3 | OUTlow empirical Systematic review of how learning health systems are implemented and evaluated; the object is health system practice rather than research practice, though evidence use makes it a boundary case. | OUTmedium empirical The review studies implementation of learning health systems for healthcare delivery, not research practice itself. | OUThigh empirical Systematic review of learning health system implementation in care delivery; uses synthesis methods to answer a health-systems question. |
| Sûreté nucléaire et productivité pour le parc nucléaire en exploitation : faut-il opposer ces objectifs ? 2014 · article · fr · Springer Link (Chiba Institute of Technology) | french w=1554 | 0/3 | OUTmedium conceptual French-language discussion of nuclear safety versus productivity in the nuclear power industry; an industrial policy topic, not research. | OUThigh conceptual It discusses nuclear-safety and productivity management, not research itself. | OUThigh editorial/commentary Nuclear-industry safety vs productivity commentary; energy/industry policy, not research systems. |
| Selectivity comparison between the shaking and T90 codend. 2023 · other · en · Figshare | about_only w=3321 | 0/3 | OUThigh other Figshare figure comparing size selectivity curves of two fishing codends; 'selectivity' here is fishing gear selectivity, a domain quantity, not a research-practice object. | OUThigh other This research data object presents fishery codend selectivity results, not a study of research practice. | OUThigh empirical Fisheries gear selectivity figure for redfish codends; domain applied science. |
| Manuscript of results 2018 · article · en · OSF Preprints (OSF Preprints) | aff_core w=5595 | 0/3 | OUTlow other Preprint titled only 'Manuscript of results' with no abstract; nothing indicates research itself is the object, but the payload is too thin to judge. | OUTlow other The title does not establish that this manuscript studies research itself, and the abstract is missing. | OUTlow other Opaque title and missing abstract under maternal/neonatal topic; insufficient evidence of metaresearch content. |
| Calculating the cost of irrigation induced soil salinization in the tungabhadra project 2004 · article · en · AgEcon Search (University of Minnesota, USA) | fund_new w=1679 | 0/3 | OUThigh empirical Economic costing of irrigation induced soil salinization; a domain question in agricultural economics. | OUThigh empirical The study estimates economic costs of soil salinization in an irrigation project. | OUThigh empirical Economic analysis of irrigation-induced soil salinization in India; domain agricultural economics, not metaresearch. |
| NEX-GDDP-FWI 2024 · dataset · en · National Aeronautics and Space Administration | about_only w=3321 | 0/3 | OUThigh other Global fire-weather projection dataset; a domain climate data product, not research infrastructure studied as an object. | OUThigh infrastructure/announcement This presents a fire-weather dataset for climate and wildfire applications, not research as its object. | OUThigh other Climate/fire-weather projection dataset product; not a study of research, scholarly infrastructure, or science as a system. |
| Icao doc 10064 pdf 2024 · other · fr · Zenodo (CERN European Organization for Nuclear Research) | french w=1554 | 0/3 | OUThigh other Spam PDF-download posting deposited in a repository; not research. | OUThigh other The record is a document-download entry about an aviation performance manual. | OUThigh other Spam download landing page for an ICAO document, not metaresearch. |
| Trend 1999 - 2003. Statistics Canada. CANSIM: Information and Communications Technology - Television and Radio Industries | Country: Canada | Table: Provincial and territorial government expenditures on culture, by culture activity | Variable: Arts education, Provincial and territorial government operating expenditures | Units: $CAD x 1,000, 1999-2003. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 075-001-129. 2015 · other · en · Data Planet | about_only w=3321 | 0/3 | OUThigh other Statistics Canada dataset on provincial culture expenditures; Canadian but not about the research system. | OUThigh other The dataset contains Canadian cultural and broadcasting statistics, not research about research. | OUThigh other StatCan culture and broadcasting expenditure dataset product; Canadian statistics on culture industries, not the research system. |
| Trend 2001 - 2011. Statistics Canada. CANSIM: Construction - Residential Construction | Country: Canada | Table: Public and private investment, summary by sector | Variable: Repair expenditures, Private, Agriculture, forestry, fishing and hunting (x 1,000,000) | Units: $CAD, 2001-2011. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 075-001-037. 2015 · other · en · Data Planet | about_only w=3321 | 0/3 | OUThigh other Statistics Canada construction investment data file; an economic statistics artifact, not a study of the research system. | OUThigh other The dataset provides Canadian construction statistics and does not study the Canadian research system. | OUThigh other Statistics Canada residential construction investment data extract; socioeconomic statistics, not research as object. |
| Causal effects of genetically determined blood metabolites on asthma: a bidirectional Mendelian randomization study 2024 · dataset · en · Figshare | about_only w=3321 | 0/3 | OUThigh empirical Mendelian randomization study of blood metabolites and asthma; a method is used to answer a biomedical question, not studied. | OUThigh empirical It uses Mendelian randomization to study asthma biology, not research practice. | OUThigh empirical Bidirectional MR of blood metabolites and asthma is domain biomedical etiology, not a study of research practice. |
| Courtyard, City Hospital, Vancouver, B.C. 2023 · other · en · Open Collections | about_only w=3321 | 0/3 | OUThigh other Archival postcard image of a Vancouver hospital courtyard; a digitized heritage item, not a study. | OUThigh other This is a postcard image of a hospital courtyard, not a study of research. | OUThigh other Archival postcard image of a Vancouver hospital courtyard; not research content. |
| Total data summary for number of participants, comments, replies, and reactions in the online commentary generated by two CBC articles on the topic of presumed consent in Nova Scotia. 2022 · dataset · en · Figshare | about_only w=3321 | 0/3 | OUThigh other Dataset summarizing online comments on news articles about presumed consent for organ donation; the object is public discourse, not research. | OUThigh other The dataset records online commentary about presumed consent in Nova Scotia, not research practice. | OUThigh other Dataset summarizing public online comments on organ-donation policy; public opinion data, not metaresearch. |
| Correlation between cognitive impairment and sleep structure in patients with early Alzheimer’s disease 2022 · article · en · DOAJ (DOAJ: Directory of Open Access Journals) | about_only w=3321 | 0/3 | OUThigh empirical Clinical study correlating sleep structure with cognitive impairment in early Alzheimer's disease. | OUThigh empirical It studies sleep structure and cognitive impairment in Alzheimer's disease, not research itself. | OUThigh empirical Clinical correlation of sleep architecture and cognition in early Alzheimer disease. |
| Liste de mots en Southern Raglai lue par une locutrice née à Thôn Trà Giang en 1974 2021 · article · fr · Langues et civilisations à tradition orale | french w=1554 | 0/3 | OUThigh other Primary linguistic data: an audio word list in Southern Raglai; language documentation data, not a study of research. | OUThigh other The record presents linguistic data about Southern Raglai rather than studying research itself. | OUThigh other Linguistic word-list recording resource, domain language documentation not metaresearch. |
| GENETIC MARKERS IN DOGS INFLUENCING CRANIAL CRUCIATE LIGAMENT RUPTURE, ASSOCIATED WITH HYPOMYELINATING POLYNEUROPATHY, AND INDICATING WELFARE 2023 · dissertation · en · Figshare | about_only w=3321 | 0/3 | OUThigh empirical Canine genetics dissertation on markers for cruciate ligament rupture, polyneuropathy, and welfare; the object is animal genetics. | OUThigh empirical The dissertation studies genetic markers and welfare traits in dogs, not research practice. | OUThigh empirical Veterinary genetics dissertation on canine disease markers; domain biology, not research practice. |
| Kidney Transplantation in Times of Covid-19: Decision Analysis in the Canadian Context 2021 · other · en · Sage Journals Data | about_only w=3321 | 0/3 | OUThigh empirical Markov decision-analytic model of delaying kidney transplant for COVID vaccination; uses a modeling method to answer a clinical question in Canada, and the Canadian research system is not the object. | OUThigh empirical The decision analysis concerns kidney-transplant timing during COVID-19, not research practice. | OUThigh empirical Clinical decision model of transplant timing versus COVID vaccination for Canadian patients, not research practice. |
| Viewing the Cosmos Through the Highly Redshifted 21-cm Line 2025 · other · en · PIRSA | aff_core w=5595 | 0/3 | OUThigh other Cosmology talk on observing the redshifted 21-cm line; an astrophysics topic. | OUThigh other It is an astronomy presentation about the cosmos, not research itself. | OUThigh other Astronomy on the redshifted 21-cm line; domain cosmology, not metaresearch. |
| Digimon Adventure: Last Evolution Kizuna (2020) Film Complet — Streaming VF En Français 2020 · article · fr · Zenodo (CERN European Organization for Nuclear Research) | french w=1554 | 0/3 | OUThigh other Spam film-streaming deposit; not research. | OUThigh other This is promotional streaming content about an animated film and is unrelated to research. | OUThigh other Spam streaming/download page for an animated film, not scholarly metaresearch content. |
| FIGURE 3. A–C. Celleporella hyalina SAMC-A094510. A in Epibiotic association of encrusting cheilostome bryozoans on shells of an invasive mussel from rocky shores of South Africa, with the description of a new aviculiferous species of Chaperia 2023 · other · en · Zenodo (CERN European Organization for Nuclear Research) | aff_core w=5595 | 0/3 | OUThigh other Deposited figure caption from a bryozoan taxonomy paper; invertebrate systematics. | OUThigh other This is a figure associated with a zoological species study and does not study research practice. | OUThigh other Figure caption supplementary material for a bryozoan taxonomy paper; domain biology. |
| TREND: Federal Housing Finance Agency. House Price Index: House Price Index - All Transactions | Seasonally Adjusted: Non-Seasonally Adj, 1975/1 - 2018/1. Data Planet™ Statistical Datasets: A SAGE Publishing Resource Dataset-ID: 057-001-001 2018 · other · en · Data Planet | about_only w=3321 | 0/3 | OUThigh other US house price index statistical dataset; not about research. | OUThigh other This is a housing-price dataset, not a study of research or its infrastructure. | OUThigh other Housing price index statistical dataset documentation; not about research. |
| Additional file 2 of Physiotherapy for epidermolysis bullosa: clinical practice guidelines 2021 · article · en · Figshare | aff_core w=5595 | 0/3 | OUTmedium other Supplementary search-strategy file attached to a clinical practice guideline for physiotherapy in epidermolysis bullosa; the parent object is clinical care. | OUThigh other It is a supplementary search-strategy file for a clinical guideline, not a study of evidence-synthesis practice. | OUThigh other Supplementary search terms file for a clinical physiotherapy guideline; clinical care, not metaresearch. |
| Additional file 1 of Triglyceride-glucose index and obstructive sleep apnea: a systematic review and meta-analysis 2024 · article · en · Figshare | aff_core w=5595 | 0/3 | OUThigh other Supplementary file of a clinical systematic review and meta-analysis on the triglyceride-glucose index and sleep apnea; the parent work answers a clinical question. | OUThigh other This is supplementary material for a clinical meta-analysis, not a study of evidence synthesis. | OUThigh other Supplementary tables for a clinical systematic review and meta-analysis on sleep apnea, not a study of synthesis methods. |
| Redescription of a Middle Devonian placoderm from Manitoba and comments on the polyphyly of <i>Eastmanosteus</i> (Arthrodira: Eubrachythoraci) 2025 · article · en · Figshare | about_only w=3321 | 0/3 | OUThigh empirical Paleontological redescription of a Devonian placoderm and its taxonomic affinities. | OUThigh empirical It revises the taxonomy and phylogeny of a fossil placoderm, not research itself. | OUThigh empirical Paleontological redescription and phylogeny of a Devonian placoderm; domain taxonomy. |
| The Greater Vancouver Chinook 2016 · article · fr · Open Collections | french w=1554 | 0/3 | OUTlow other No abstract and an opaque repository title; nothing indicates research as the object. | OUTlow other The abstract is missing and the title alone does not show that the work concerns research itself. | OUTlow other Title and empty abstract do not establish any object of study related to research practice. |
| Occurrence Download 2024 · dataset · en · Global Biodiversity Information Facility | about_only w=3321 | 0/3 | OUThigh other GBIF species occurrence download for a plant taxon in Canada; a biodiversity data export. | OUThigh other The record is a biodiversity occurrence dataset, not a study of research. | OUThigh other GBIF species-occurrence data download; biodiversity data product, not research about research. |
| Management objectives, trade-offs and strategies in a changing ocean 2019 · other · en · Figshare | about_only w=3321 | 0/3 | OUTmedium other Conference session abstract collection on fisheries management objectives, trade-offs, and strategies; the object is ocean and fisheries management, and the evaluation of stock assessment methods within it is domain methodology rather than a study of research practice. | OUThigh other The collection concerns fisheries management strategies and ecosystems, not research itself. | OUThigh other Fisheries management conference session abstracts; domain management science, not metaresearch. |
| Trousse d'activités ludiques favorisant le savoir-être des stagiaires 2021 · other · fr · Zenodo (CERN European Organization for Nuclear Research) | french w=1554 | 0/3 | OUThigh other Toolkit of playful activities for internship supervisors to develop trainees' professional soft skills; a teaching resource for practicum supervision, not about the research workforce or research practice. | OUThigh infrastructure/announcement The record is an educational activity toolkit for internship supervisors, not a study of research. | OUThigh other Pedagogical activity kit for internship soft skills supervision; education practice resource, not research about research. |
| Fig. 8 in A revision of the simplex species group of the cleptoparasitic bee genus Triepeolus Robertson, 1901 (Hymenoptera: Apidae) 2024 · other · en · Zenodo (CERN European Organization for Nuclear Research) | aff_core w=5595 | 0/3 | OUThigh other Deposited taxonomic figure from a bee revision; domain data artifact. | OUThigh other The record is a taxonomic figure depicting bee morphology. | OUThigh other Taxonomic figure caption for bee morphology; not metaresearch. |
| Bombus neoboreus Sladen 2019 · article · en · Zenodo (CERN European Organization for Nuclear Research) | about_only w=3321 | 0/3 | OUThigh empirical Taxonomic description of the bumblebee Bombus neoboreus; insect systematics. | OUThigh empirical It is a taxonomic account of a bumblebee species, not research about research. | OUThigh empirical Taxonomic treatment of a bumblebee species; organismal biology. |
| The Short-Term Impact Of COVID-19 Pandemic on Cervical Cancer Screening: A Systematic Review and Meta-Analysis 2022 · article · en · Greater South Information System | about_only w=3321 | 0/3 | OUThigh empirical Meta-analysis estimating the pandemic's impact on cervical cancer screening rates; a synthesis used to answer an epidemiological question. | OUThigh empirical This systematic review estimates changes in cervical cancer screening, not how evidence syntheses are conducted. | OUThigh empirical Systematic review/meta-analysis estimating cervical screening rates under COVID-19; synthesis used to answer a health question. |
| Trend 1980 - 1994. Statistics Canada. CANSIM: Retail and Wholesale - Retail Sales by Type of Product | Country: Canada | Table: Direct selling, by method of sale and commodity | Variable: Toys, games, crafts, cards, Sales by other methods | Units: $CAD x 1,000, 1980-1994. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 075-001-176. 2015 · other · en · Data Planet | about_only w=3321 | 0/3 | OUThigh other Statistics Canada retail sales data table; economic statistics unrelated to research. | OUThigh other The dataset reports Canadian retail sales rather than research activity. | OUThigh other Retail sales statistical data product; no relation to research as object. |
| Feature Selection for an Explainability Analysis in Detection of COVID-19 Active Cases from Facebook User-Based Online Surveys 2023 · article · en · Greater South Information System | about_only w=3321 | 0/3 | OUThigh empirical Machine learning detection of COVID-19 cases from survey data. | OUThigh empirical It develops a machine-learning model for detecting COVID-19 cases. | OUThigh empirical ML detection of COVID-19 from survey data is applied epidemiology/AI, not metaresearch. |
| Symptomology, prevalence, and impact of <i>Hop latent viroid</i> on greenhouse-grown cannabis (<i>Cannabis sativa</i> L.) plants in Canada 2023 · article · en · Figshare | about_only w=3321 | 0/3 | OUThigh empirical Survey of Hop latent viroid prevalence and impact in Canadian greenhouse cannabis; the object is plant disease. | OUThigh empirical The study investigates viroid infection and its effects in cannabis plants, not research itself. | OUThigh empirical Plant pathology survey of hop latent viroid in cannabis production; agricultural domain. |
| Burying the Hatchet: Addressing Disproportionate Media Representations of Indigenous Missing and Murdered Peoples 2021 · article · en · Journal of international women's studies | about_only w=3321 | 0/3 | OUThigh conceptual Analysis of news media framing of missing and murdered Indigenous peoples in Canada; the object is journalistic representation and public discourse, not the research system. | OUThigh empirical The article studies media framing of Indigenous missing and murdered people rather than research practice. | OUThigh conceptual Media-framing analysis of Indigenous missing and murdered peoples; social media studies, not metaresearch. |
| Distribution et dynamique du sulfure de diméthyle (DMS) associées à la banquise dans l'Arctique canadien pendant la période de fonte 2019 · other · fr · Corpus Université Laval (Université Laval) | french w=1554 | 0/3 | OUThigh empirical Thesis on distribution and dynamics of dimethyl sulfide in Canadian Arctic sea ice during melt; the object is biogeochemistry. | OUThigh empirical The dissertation studies dimethyl sulfide dynamics in Arctic sea ice, not the conduct of research. | OUThigh empirical Ocean biogeochemistry of DMS associated with Arctic sea ice; natural science domain. |
| Green, reflective, and photovoltaic roofs 2006 · article · en · NPARC | venue_new w=2684 | 0/3 | OUThigh conceptual Overview of sustainable roofing systems; building science. | OUThigh conceptual This overview concerns sustainable roofing systems rather than research practice. | OUThigh other Overview of sustainable roofing systems; domain building/energy topic. |
| Matterjam - Keep Forever 2009 · other · en · Bulletin of Miscellaneous Information (Royal Gardens Kew) | about_only w=3321 | 0/3 | OUThigh other A music album posting; not research. | OUThigh other This is a music release description, not a study of research. | OUThigh other Self-promotional music album note, not scholarly metaresearch content. |
| Structural studies of IPK1: how molecular turtles are made 2014 · dissertation · en · eScholarship@McGill (McGill) | fund_new w=1679 | 0/3 | OUThigh empirical Doctoral dissertation on the structural biology of inositol phosphate kinase IPK1; the object is protein structure. | OUThigh empirical The dissertation studies the structure and biochemical function of a protein kinase. | OUThigh empirical Structural biology dissertation on IPK1 enzyme mechanism. |
| ABS A Framework for the Accuracy Dimension of Data Quality for Price Statistics, Sep 2007 2007 · other · en · Bulletin of Miscellaneous Information (Royal Gardens Kew) | about_only w=3321 | 0/3 | OUTlow conceptual Statistical-agency framework paper on the accuracy dimension of data quality for official price statistics; concerns production of official statistics rather than research practice, but the payload is only a title-level stub and standards work is a boundary case. | OUThigh conceptual The framework concerns data quality for price statistics, not research methodology or the research system. | OUTmedium policy Official statistics framework on accuracy of price statistics; government statistical production, not scholarly metaresearch. |
| Cycles on the moduli space of hyperelliptic curves 2003 · dissertation · en · eScholarship@McGill (McGill) | about_only w=3321 | 0/3 | OUThigh conceptual Mathematics dissertation on cycles on the moduli space of hyperelliptic curves; the abstract field contains only front-matter acknowledgments, but the title is unambiguously pure mathematics. | OUThigh conceptual The dissertation concerns algebraic geometry and moduli spaces, not research practice. | OUThigh empirical Pure mathematics on cycles on moduli spaces of curves; not about research practice. |
| Evaluación hidráulica del tramo en estudio puente peatonal Miguel Bonilla - UNICIT del cauce revestido Jocote Dulce del Distrito I de la ciudad de Managua, 2016 2017 · dissertation · es · Repositorio Universidad Nacional Autonoma de Nicaragua-Managua (Universidad Nacional Autonoma de Nicaragua Managua) | about_only w=3321 | 0/3 | OUThigh empirical Hydraulic evaluation of a channel in Managua; civil engineering. | OUThigh empirical This work evaluates a hydraulic structure and does not study research practice. | OUThigh empirical Hydraulic assessment of an urban drainage channel in Managua; domain engineering, not metaresearch. |
| Etude comparative de méthodes agroécologiques dans le cadre de la réduction des intrants chimiques 2022 · article · fr · Agritrop (Cirad) | french w=1554 | 0/3 | OUThigh empirical Field comparison of agroecological pest-management practices; 'methods' here are farming practices, not research methods. | OUThigh empirical It compares agroecological practices for tomato production rather than studying research practice. | OUThigh empirical Field comparison of agroecological pest-management practices on tomato crops, not a study of research methods. |
| Feature Story: Addressing the anxiety and fear a pandemic can raise 2020 · other · en · oURspace (University of Regina) | about_only w=3321 | 0/3 | OUTmedium other News feature about public anxiety during the COVID pandemic; general news, not news about research practice. | OUThigh other The feature story discusses public anxiety during the pandemic rather than research practice. | T3high editorial/commentary Campus feature story on pandemic anxiety and coping; news commentary, not analytic metaresearch. |
| Introduction de dinoflagellés non indigènes dans les écosystèmes aquatiques canadiens via les réservoirs de ballast des navires 2012 · other · fr · Sémaphore (Université du Québec à Rimouski) | french w=1554 | 0/3 | OUThigh empirical Thesis on introduction of non-indigenous dinoflagellates to Canadian waters via ships' ballast; invasion ecology set in Canada, but the Canadian research system is not the object. | OUThigh empirical This thesis studies invasive dinoflagellate introductions into Canadian waters, not the Canadian research system. | OUThigh empirical Invasion biology thesis on non-native dinoflagellates in ship ballast; Canadian ecosystems, not the research system. |
| La boulangerie Le Pain moderne canadien de Montréal : Les promesses du pain industriel 2021 · article · fr · Érudit (Université de Montréal) | french w=1554 | 0/3 | OUTmedium conceptual No abstract; historical/cultural piece on a Montreal bakery and industrial bread. | OUThigh other The work concerns the history of an industrial bakery in Montreal. | OUTmedium other Historical piece on an industrial bakery in Montreal; social/economic history (no abstract). |
| LCTPC pre-meeting to prepare for ILD meeting in Paris 28-30 Jan 2010 2010 · other · en · International Linear Collider | about_only w=3321 | 0/3 | OUThigh other Meeting-invitation record with dial-in details for a particle detector R&D collaboration call; the indexed OpenAlex topic 'Academic Publishing and Open Access' is spurious and there is no metaresearch content. | T3high infrastructure/announcement This is a meeting announcement concerning detector research coordination and is contextual rather than analytic metaresearch. | T3high infrastructure/announcement Meeting booking notice for particle-detector R&D coordination; announcement, not metaresearch study. |
| L'Éducation des adultes dans les cégeps du Québec : analyse exploratoire / 2015 · other · fr · Bibliothèque et Archives nationales du Québec (Québec government) | french w=1554 | 0/3 | OUTmedium empirical Exploratory analysis of adult education in Quebec CEGEPs; abstract absent, the object is education provision, not the research system. | OUTlow other The title concerns adult education in Quebec and does not indicate that research itself is the object. | OUTmedium empirical Title is exploratory analysis of adult education in Quebec CEGEPs; education domain, not research. |
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