MétaCan

1,000 works · Opus 4.8 · GPT-5.6 (high) · Grok 4.5 · one locked rubric

The field’s boundary is not a line. It is a region.

Three frontier models screened the same 1,000 works, drawn from the real frame with known selection probabilities, against the same locked rubric on its full eight-field payload. Of the 51 works any model called metaresearch, only 19 (37.3%) were called metaresearch by all three, and 24 (47.1%) rest on a single model's opinion.

Two screeners can agree on a rate while finding almost entirely different works. At a ~1% base rate, the settled rejects buy 98% agreement for free — which is why an agreement statistic computed over the whole sample tells you nothing about the boundary, and why the table below, not a percentage, is the deliverable.

Any model said metaresearch
51
the disagreement dossier: the field's empirical boundary
All three agreed
19
37.3% of the dossier — the settled core
Two of three
8
contested
One model only
24
47.1% of the dossier rests on one model's opinion

The three models are not interchangeable

How many of the 1,000 works each model called metaresearch (tier T1 or T2), on identical input. T3 is adjacent and does not count as in scope, which is why a model's count can never exceed the 51 works in the dossier.

Claude Opus 4.8
42
GPT-5.6 (high)
31
Grok 4.5
24

Swap which model you call “the screener” and the size of the field moves. That spread — not the binomial confidence interval on any one model's labels — is the honest uncertainty on how big Canadian metaresearch is.

The disagreement dossier

All three verdicts, confidences and reasons side by side. These are the works against which the inclusion criteria have to be written — because these are the works on which reasonable screeners, given the same rubric and the same evidence, disagree.

949 works
WorkStratumn_inOpus 4.8GPT-5.6Grok 4.5
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
0/3OUThigh
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
0/3OUTmedium
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
0/3OUTlow
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
0/3OUTmedium
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
0/3OUThigh
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
0/3OUTlow
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUTmedium
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUTlow
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
0/3OUThigh
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
0/3OUTmedium
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUTlow
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUThigh
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
0/3OUTmedium
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
0/3OUThigh
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
0/3OUTmedium
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
0/3OUThigh
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
0/3OUTmedium
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.

Bonne Année 2015 !
2015 · other · fr · OpenEdition (OpenEdition)
french
w=1554
0/3OUThigh
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.

What the screen actually found

Three frontier models (Opus 4.8, GPT-5.6 high, Grok 4.5) screened the same 1,000 works from the REAL 4.3M frame, on the rubric's FULL eight-field payload, with randomized manifest-logged chunks and harness-written labels: every defect D1, D2, D11 and finding 16 identified, repaired. Design-weighted base rates span 1.89% to 3.54% (1.9x). But the sets are the finding, as finding 16 predicted: of the 51 works ANY model called metaresearch, only 19 (37%) were called metaresearch by ALL THREE, and 24 (47%) rest on a single model's opinion. THE FIELD'S BOUNDARY IS NOT A LINE THE MODELS SHARE; IT IS A REGION THEY EACH CUT DIFFERENTLY. GPT-5.6 also violated the locked output schema on 18 of 1,000 records, writing genre values into the tier field, which the manifest validator caught. The deliverable is not the base rate: it is the disagreement dossier, the 51 works that mark the empirical boundary of the field and against which the inclusion criteria must actually be written.

Computed 2026-07-12T19:52:14Z · all 22 findings · this dossier as JSON