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
Periocular sebaceous gland carcinoma: do androgen receptor (<scp>NR</scp>3<scp>C</scp>4) and nuclear survivin (<scp>BIRC</scp>5) have a prognostic significance?
2014 · article · en · Acta Ophthalmologica
aff_core
w=5595
0/3OUThigh
empirical

Immunohistochemical biomarker study in sebaceous gland carcinoma; clinical pathology.

OUThigh
empirical

This studies prognostic markers in carcinoma, not research practice.

OUThigh
empirical

Clinical oncology study of prognostic markers in periocular sebaceous carcinoma.

Evaluation of variability and quality control procedures for a receptor-binding assay for paralytic shellfish poisoning toxins
2012 · article · en · Food Additives & Contaminants Part A
fund_new
w=1679
0/3OUTmedium
empirical

Single-laboratory evaluation of variability and quality control procedures for a receptor-binding assay for shellfish toxins; this is analytical assay validation and laboratory QC, the polysemy trap the rubric places OUT, not a study of research practice.

OUThigh
empirical

The work evaluates quality control for a specific laboratory assay, not research practice as a social or methodological system.

OUThigh
empirical

Single-lab evaluation of assay variability for shellfish toxin detection; food-safety method QC, not metaresearch.

Epistasis between mouse Klra and major histocompatibility complex class I loci is associated with a new mechanism of natural killer cell–mediated innate resistance to cytomegalovirus infection
2005 · article · en · Nature Genetics
aff_core
w=5595
0/3OUThigh
empirical

Immunogenetics of NK-cell resistance to cytomegalovirus in mice.

OUThigh
empirical

The study concerns immune genetics and cytomegalovirus resistance, not research itself.

OUThigh
empirical

Domain immunology genetics of viral resistance, not metaresearch.

Investigation and Simulation of Fields in Large Salient-Pole Synchronous Machines With Skewed Stator Slots
2005 · article · en · IEEE Transactions on Energy Conversion
aff_core
w=5595
0/3OUThigh
empirical

Field simulation and measurement in synchronous machines; electrical engineering.

OUThigh
empirical

The study models electromagnetic fields and losses in synchronous machines rather than research methods.

OUThigh
empirical

Electrical engineering study of fields in synchronous machines; domain engineering.

Translation Studies and Psychoanalytic Transference1
2003 · article · en · TTR traduction terminologie rédaction
aff_core
w=5595
0/3OUTmedium
conceptual

Theoretical essay relating translation theory to psychoanalytic transference; humanities theory-building, not a study of research practice.

OUThigh
conceptual

This develops theoretical connections between translation and psychoanalysis, not a study of research itself.

OUThigh
conceptual

Theory paper linking translation studies to psychoanalytic transference; humanities theory, not research practice.

Tumour necrosis factor inhibitor monotherapy vs combination with MTX in the treatment of PsA: a systematic review of the literature
2014 · review · en · Lara D. Veeken
about_only
w=3321
0/3OUThigh
empirical

Systematic review comparing TNF inhibitor monotherapy with combination therapy in psoriatic arthritis; uses synthesis to answer a clinical question.

OUThigh
empirical

It synthesizes clinical evidence about psoriasis arthritis treatment, not evidence-synthesis methodology.

OUThigh
empirical

Clinical systematic review of TNF inhibitors for PsA; synthesis answers a treatment question.

Potential release scenarios for carbon nanotubes used in composites
2013 · review · en · Environment International
fund_new
w=1679
0/3OUThigh
empirical

Review of release scenarios for carbon nanotubes from composites; the object is nanomaterial exposure, not research practice.

OUThigh
conceptual

The review concerns environmental release scenarios for carbon nanotubes, not research practices.

OUThigh
empirical

Environmental/materials exposure assessment of CNT composites, not research practice.

From Divergence to Convergence: The Sex Differential in Life Expectancy in Canada, 1971–2000*
2007 · article · fr · Canadian Review of Sociology/Revue canadienne de sociologie
french
w=1554
0/3OUThigh
empirical

Demographic analysis of the sex gap in Canadian life expectancy; Canada is the setting, not the research system.

OUThigh
empirical

It studies mortality and life expectancy patterns in Canada, not the Canadian research system.

OUThigh
empirical

Demographic analysis of sex differences in Canadian life expectancy; population health, not the research system.

Internal Control and Audit Program Effectiveness: Empirical Evidence from Jordan
2012 · article · en · International Business Research
venue_new
w=2684
0/3OUThigh
empirical

Survey of internal control and financial audit effectiveness in Jordanian firms; 'audit' here is accounting, not research assessment.

OUThigh
empirical

This study examines corporate internal controls and audit effectiveness, not research practice.

OUThigh
empirical

Corporate internal-control and audit-program effectiveness in Jordanian firms; business auditing, not research integrity or research evaluation.

Photodecomposition of Methylmercury in Atmospheric Waters
2011 · article · en · Aerosol and Air Quality Research
aff_core
w=5595
0/3OUThigh
empirical

Experimental atmospheric chemistry on photodecomposition of methylmercury; the object is a chemical process.

OUThigh
empirical

This is an environmental chemistry experiment about methylmercury in atmospheric waters, not research practice.

OUThigh
empirical

Environmental chemistry experiment on methylmercury photodecomposition; domain science, not research as object.

The Anatomy of a Price Cut: Discovering Organizational Sources of the Costs of Price Adjustment
2006 · article · en · SSRN Electronic Journal
aff_core
w=5595
0/3OUThigh
empirical

Economics study of the organizational costs of price adjustment; abstract absent but the title is unambiguous.

OUThigh
empirical

The title identifies an economics study of price adjustment costs, not research practice.

OUTmedium
empirical

Title concerns organizational costs of price adjustment in firms; economics domain, no abstract.

Exploring Being: An International Dialogue
2005 · review · en · Nursing Science Quarterly
about_only
w=3321
0/3OUTmedium
conceptual

Philosophical dialogue on Being within the human becoming school of nursing; the object is nursing practice/philosophy, not research.

OUThigh
conceptual

It discusses philosophical ideas in nursing practice, not research itself.

OUThigh
editorial/commentary

Nursing philosophy dialogue on Being and practice; clinical theory, not study of research systems.

Pd‐PEPPSI‐IPent: An Active, Sterically Demanding Cross‐Coupling Catalyst and Its Application in the Synthesis of Tetra‐<i>Ortho</i>‐Substituted Biaryls
2009 · article · en · Angewandte Chemie International Edition
aff_core
w=5595
0/3OUThigh
empirical

Development of a cross-coupling catalyst; synthetic chemistry.

OUThigh
empirical

This evaluates chemical catalysts for a cross-coupling reaction, not research itself.

OUThigh
empirical

Synthetic organometallic catalysis for biaryl cross-coupling; domain chemistry.

PARAMAGNETIC ALIGNMENT OF SMALL GRAINS: A NOVEL METHOD FOR MEASURING INTERSTELLAR MAGNETIC FIELDS
2014 · article · en · The Astrophysical Journal
aff_core
w=5595
0/3OUThigh
empirical

Astrophysics paper proposing a measurement technique for interstellar magnetic fields; a domain measurement method, not research methodology as an object.

OUThigh
empirical

The paper proposes a method for measuring interstellar magnetic fields, not a study of research methods.

OUThigh
empirical

Astrophysics method for measuring interstellar magnetic fields.

Expression of apoptosis regulatory proteins in the skeletal muscle of tumor-bearing rabbits compared with diet-restricted rabbits
2001 · article · en · International Journal of Molecular Medicine
fund_new
w=1679
0/3OUThigh
empirical

Study of apoptosis regulatory proteins in skeletal muscle of tumor-bearing rabbits; the object is cachexia biology.

OUThigh
empirical

The study examines apoptosis in tumor-bearing rabbits, not research practice.

OUThigh
empirical

Biomedical study of apoptosis proteins in tumor-bearing rabbits; laboratory biology.

Ruptured Isolated Spinal Artery Aneurysms Report of Two Cases and Review of the Literature
2014 · review · en · Interventional Neuroradiology
aff_core
w=5595
0/3OUThigh
empirical

Clinical case reports of spinal artery aneurysms with a literature review.

OUThigh
empirical

The review concerns treatment strategies for spinal artery aneurysms rather than evidence-synthesis methodology.

OUThigh
empirical

Clinical case series and literature review of spinal artery aneurysms; domain neurosurgery.

Probabilistic Models for Inference about Identity
2011 · article · en · IEEE Transactions on Pattern Analysis and Machine Intelligence
aff_core
w=5595
0/3OUThigh
empirical

Generative probabilistic models for face recognition; computer vision.

OUThigh
empirical

The study develops probabilistic models for face recognition.

OUThigh
empirical

Probabilistic face-identity models for recognition algorithms; computer vision application, not research studies.

Performance analysis of multi‐input multi‐output systems with maximum likelihood detection over shadowed fading channels
2013 · article · en · International Journal of Communication Systems
aff_core
w=5595
0/3OUThigh
empirical

Performance analysis of MIMO wireless systems; the 'methods' are engineering analysis techniques, not research methods.

OUThigh
empirical

The study analyzes error performance in wireless communication systems.

OUThigh
empirical

Performance analysis of MIMO wireless systems; communications engineering.

Sequence of Atlantic cod (<i>Gadus morhua</i>) GLUT4, GLUT2 and GPDH:developmental stage expression, tissue expression and relationship to starvation-induced changes in blood glucose
2006 · article · en · Journal of Experimental Biology
aff_core
w=5595
0/3OUThigh
empirical

Molecular physiology study of glucose transporter genes in Atlantic cod; the object is fish metabolism.

OUThigh
empirical

The study examines glucose transporter expression and starvation responses in Atlantic cod.

OUThigh
empirical

Fish physiology of GLUT transporters and starvation in Atlantic cod.

Crane Safety in Construction Sites
2013 · article · en · International Journal of Architecture Engineering and Construction
venue_new
w=2684
0/3OUThigh
empirical

Develops an AHP/fuzzy-logic crane safety index for construction sites; the object is site safety, not research.

OUThigh
empirical

The study develops a construction-crane safety index and does not study research practice.

OUThigh
empirical

Construction-site crane safety index using AHP and fuzzy logic; occupational safety domain.

Multiple Detection Probabilistic Data Association filter for multistatic target tracking
2011 · article · en
aff_core
w=5595
0/3OUThigh
empirical

New probabilistic data association filter for target tracking; a signal-processing algorithm.

OUThigh
empirical

This paper develops a target-tracking algorithm and does not study research practice.

OUThigh
empirical

Signal-processing filter for multistatic target tracking; engineering domain research.

Storm Clouds and Silver Linings: Responding to Disruptive Innovations Through Cognitive Resilience
2009 · article · en · Entrepreneurship Theory and Practice
aff_core
w=5595
0/3OUThigh
empirical

Management study of how small incumbent firms respond to disruptive business model innovation; the object is firm behavior.

OUThigh
empirical

The study examines business responses to disruptive innovation, not research itself.

OUThigh
conceptual

Entrepreneurship theory of incumbent firms responding to disruptive business-model innovation.

<i>Harba de‐Moshe</i> (Sword of Moses)
2012 · other · en · The Encyclopedia of Ancient History
about_only
w=3321
0/3OUThigh
other

Encyclopedia entry on the Sword of Moses, an ancient Jewish magical treatise; a historical reference item.

OUThigh
other

The work describes a historical Jewish magical treatise, not research.

OUThigh
other

Encyclopedia entry on an ancient Jewish magic treatise; historical humanities, not metaresearch.

Collapsing Arguments for Facts and Propositions
2008 · article · en · The Australasian Journal of Logic
aff_core
w=5595
0/3OUThigh
conceptual

Philosophical logic on slingshot arguments about facts and propositions; not about research practice.

OUThigh
conceptual

This is a philosophical analysis of arguments about facts and propositions, not research itself.

OUThigh
conceptual

Analytic philosophy of logic/propositions and definite descriptions, not contemporary research practice.

High-precision ground-based photometry of exoplanets
2013 · article · en · EPJ Web of Conferences
aff_core
w=5595
0/3OUThigh
empirical

High-precision photometry technique for exoplanets; an astronomy methods and instrumentation contribution.

OUThigh
empirical

This studies exoplanet observation technology and photometry, not research practice.

OUThigh
empirical

Domain astronomy methods paper on exoplanet photometry instrumentation and observing practice.

Lipin-1 and lipin-3 together determine adiposity in vivo
2013 · article · en · Molecular Metabolism
aff_core
w=5595
0/3OUThigh
empirical

Lipin proteins and adiposity in mice; metabolic biology.

OUThigh
empirical

This studies lipin proteins and adiposity in mice, not research itself.

OUThigh
empirical

Mouse genetics of lipin enzymes and adiposity; domain metabolism biology.

Performance‐Based Seismic Vulnerability Evaluation of Masonry Buildings Using Applied Element Method in a Nonlinear Dynamic‐Based Analytical Procedure
2013 · article · en · Earthquake Spectra
aff_core
w=5595
0/3OUThigh
empirical

Seismic vulnerability analysis of a masonry building; structural engineering.

OUThigh
empirical

This evaluates seismic vulnerability of masonry buildings rather than research practice.

OUThigh
empirical

Civil/earthquake engineering analysis of masonry seismic vulnerability.

Patterns of variation in ornaments of Crested Auklets <i>Aethia cristatella</i>
2000 · article · en · Journal of Avian Biology
aff_core
w=5595
0/3OUThigh
empirical

Ornithological study of ornament variation in Crested Auklets; the object is sexual selection.

OUThigh
empirical

The study examines ornamental variation in auklets rather than research practice.

OUThigh
empirical

Ornithological study of Crested Auklet ornaments; organismal biology.

Calcium-binding protein 39 facilitates molecular interaction between Ste20p proline alanine-rich kinase and oxidative stress response 1 monomers
2012 · article · en · American Journal of Physiology-Cell Physiology
aff_core
w=5595
0/3OUThigh
empirical

Biochemistry study of calcium-binding protein 39 and SPAK kinase dimerization; molecular signalling.

OUThigh
empirical

It investigates molecular kinase interactions, not research itself.

OUThigh
empirical

Molecular cell biology of SPAK/OSR1 kinase dimers and Cab39; domain biochemistry.

Relation Between Family History of Premature Coronary Artery Disease and the Risk of Death in Patients With Coronary Artery Disease
2015 · article · en · The American Journal of Cardiology
aff_core
w=5595
0/3OUThigh
empirical

Clinical epidemiology of family history and mortality in coronary artery disease; abstract absent but the title is unambiguous.

OUThigh
empirical

It studies family history and mortality risk in coronary artery disease.

OUThigh
empirical

Family history and CAD mortality is clinical epidemiology despite empty abstract.

Hybrid Monoterpenoid Indole Alkaloids Obtained as Artifacts from Rauvolfia tetraphylla
2015 · article · en · Natural Products and Bioprospecting
aff_core
w=5595
0/3OUThigh
empirical

Natural products chemistry paper isolating indole alkaloid artifacts from Rauvolfia; the object is phytochemistry.

OUThigh
empirical

The paper reports the isolation and evaluation of natural products from a plant genus.

OUThigh
empirical

Natural-products chemistry of alkaloids from Rauvolfia.

Validation of Intratumoral T-bet+ Lymphoid Cells as Predictors of Disease-Free Survival in Breast Cancer
2015 · article · en · Cancer Immunology Research
aff_core
w=5595
0/3OUThigh
empirical

Validation of T-bet positive lymphoid cells as a prognostic biomarker in breast cancer; 'validation' here is clinical biomarker confirmation, the polysemy trap, and the object is prognosis.

OUThigh
empirical

The term validation refers to confirming a cancer biomarker's prognostic association, not studying research validation practices.

OUThigh
empirical

Clinical biomarker validation of T-bet+ cells for breast-cancer prognosis; polysemy of validation, domain oncology.

Gas-phase reaction of ClO<sup>−</sup> with CH<sub><i>n</i></sub>Cl<sub>4-</sub><sub><i>n</i></sub> (<i>n</i> = 0, 1, 2, 3) and CX<sub>3</sub>H (X = F, Cl and Br): Substituent effect from a comparative study
2014 · article · en · Canadian Journal of Chemistry
venue_new
w=2684
0/3OUThigh
empirical

Computational chemistry study of substituent effects in gas-phase reactions.

OUThigh
empirical

The study examines chemical reaction mechanisms rather than research methods or institutions.

OUThigh
empirical

Computational chemistry of gas-phase reactions, domain science.

Strigolactones: a cry for help in the rhizosphere
2011 · article · en · Botany
venue_new
w=2684
0/3OUThigh
empirical

Review of strigolactone signalling in mycorrhizal symbiosis; the object is plant biology.

OUThigh
conceptual

The review addresses plant signaling and rhizosphere interactions rather than research practice.

OUThigh
conceptual

Plant–fungal symbiosis and strigolactone biology review.

Clinical and Immunological Factors in Emphysema Progression: Five-Year Prospective Longitudinal Exacerbation Study of Chronic Obstructive Pulmonary Disease (LES-COPD)
2015 · article · en · American Journal of Respiratory and Critical Care Medicine
aff_core
w=5595
0/3OUThigh
empirical

Longitudinal clinical cohort study of emphysema progression in COPD.

OUThigh
empirical

This prospective study examines emphysema progression and clinical biomarkers, not research.

OUThigh
empirical

Longitudinal clinical COPD/emphysema study, not metaresearch.

Gas Permeation Through Sulfonated Polyphenylene Oxide
2001 · book-chapter · en
aff_core
w=5595
0/3OUThigh
empirical

Book chapter on gas permeation through sulfonated polyphenylene oxide membranes; a materials science topic.

OUTlow
other

The technical title and missing abstract do not indicate that the object is research itself.

OUThigh
empirical

Materials-science study of gas permeation through sulfonated polyphenylene oxide.

Vincent Bouchard, Michel Marie (préface), Pour un cinéma léger et synchrone ! Invention d’un dispositif à l’Office national du film à Montréal. Villeneuve-d’Ascq, Septentrion, 2012, 284 p., 26 €
2015 · article · fr · Études photographiques
french
w=1554
0/3OUThigh
other

Book review of a film history monograph on the invention of light synchronous cinema at the National Film Board; the object is filmmaking technique and cinema history.

OUThigh
editorial/commentary

This is a review of a book about filmmaking history, not research practice.

T3high
editorial/commentary

Book notice/review of a cinema history volume; commentary, not study of research.

작가, 소설, 인생의 서사적 지리학 - 마거릿 로렌스의 『예언자들』 / The Epic Geography of Writer, Fiction and Life:Margaret Laurence’s The Diviners
2012 · article · ko · Trans-Humanities
about_only
w=3321
0/3OUThigh
conceptual

Literary criticism of Margaret Laurence's The Diviners; the object is a novel.

OUThigh
conceptual

This literary analysis interprets Margaret Laurence's fiction and does not study research practice.

OUThigh
conceptual

Literary criticism of Margaret Laurence’s novel; humanities domain analysis.

Farming ourselves to death? the confluence of crises in the food system in British Columbia and Canada, and the potential for change
2011 · article · en · cIRcle (University of British Columbia)
about_only
w=3321
0/3OUThigh
conceptual

Essay on food system crises and planning in British Columbia; Canadian in subject but about agriculture, not the research system.

OUThigh
conceptual

The article analyzes agriculture, food security, and planning in Canada rather than the Canadian research system.

OUThigh
policy

Food-system and agricultural crisis analysis in BC/Canada; object is food security, not the research system.

캐나다 연방의회와 여성대표성에 관현 연구
2008 · article · ko · 여성연구논총
about_only
w=3321
0/3OUThigh
empirical

Political science study of women's representation in Canada's Parliament; the Canadian political system, not the research system.

OUThigh
empirical

It studies women's political representation in Canada, not the Canadian research system.

OUThigh
empirical

Political science study of women’s representation in the Canadian parliament, not the Canadian research system.

Parc Hydro-Québec
2012 · article · fr
french
w=1554
0/3OUThigh
other

Descriptive record of a landscape architecture project in Montreal.

OUThigh
other

It describes an urban landscape-design project.

OUThigh
other

Landscape architecture description of Parc Hydro-Québec, not research.

La place du paysagiste en ville dans un contexte de réchauffement climatique global. La question des îlots de chaleur urbains, application à Montréal
2012 · article · fr · HAL (Le Centre pour la Communication Scientifique Directe)
french
w=1554
0/3OUThigh
conceptual

Discussion of urban heat islands and the landscape architect's role; urban design and climate.

OUThigh
conceptual

This work studies urban heat islands and landscape interventions, not the research system.

OUThigh
conceptual

Urban landscape design against heat islands in Montreal; object is climate/urban planning, not research practice.

Mechanisms involved in cAMP mediated inhibition of the Ubiquitin‐Proteasome system
2008 · article · en · The FASEB Journal
aff_core
w=5595
0/3OUThigh
empirical

Physiology study of cAMP-mediated inhibition of the ubiquitin-proteasome system in rat skeletal muscle.

OUThigh
empirical

It studies cellular signaling and proteolysis in rat muscle, not research methods or the research system.

OUThigh
empirical

Domain muscle physiology and UPS regulation in rats, not a study of research practice.

A New Cytotoxic Carbazole Alkaloid Isolated from the Stem Bark of Malaysian Clausena excavata
2013 · article · en · Canadian Chemical Transactions
venue_new
w=2684
0/3OUThigh
empirical

Isolation of a cytotoxic alkaloid from a plant; natural-product chemistry.

OUThigh
empirical

The study isolates and tests plant compounds for cytotoxicity, not research itself.

OUThigh
empirical

Natural-product chemistry isolation of a cytotoxic alkaloid; domain biomedical chemistry.

Development of the Dose Accumulation Workflow: Evaluating the Feasibility of Automation for Quality Improvement
2016 · article · en · Journal of medical imaging and radiation sciences
aff_core
w=5595
0/3OUTmedium
empirical

No abstract; title indicates automation of a radiotherapy dose-accumulation workflow for clinical quality improvement.

OUThigh
empirical

This work concerns automation of a clinical dose-accumulation workflow, not research practice.

OUTlow
other

Missing abstract; title indicates clinical radiotherapy dose-workflow automation for care quality improvement.

The Effect of Organizational Justice Perception on Organizational Commitment among Healthcare Sector Employees
2015 · article · en · Journal of Business & Management
venue_new
w=2684
0/3OUThigh
empirical

Survey of organizational justice and commitment among hospital employees; organizational behavior.

OUThigh
empirical

The study examines organizational justice and commitment among healthcare employees.

OUThigh
empirical

Organizational justice and commitment among hospital employees; workplace psychology, not research systems.

Exploring personality traits related to dopamine D2/3 receptor availability in striatal subregions of humans
2016 · article · en · European Neuropsychopharmacology
aff_core
w=5595
0/3OUThigh
empirical

Neuroimaging study of personality traits and striatal dopamine receptor availability.

OUThigh
empirical

It studies personality traits and dopamine receptor availability in humans, not research itself.

OUThigh
empirical

Title-only neuroscience study of dopamine receptors and personality; domain brain research.

NHS overspend reaches £2.3bn
2016 · article · en · BMJ
about_only
w=3321
0/3OUThigh
other

News item on NHS budget overspend; health system finance, not research.

OUThigh
other

The article reports NHS financial deficits and does not study research or its ecosystem.

OUThigh
editorial/commentary

News item on NHS budget overspend; health-system finance, not research practice.

A connected and connecting church: Will the Internet help us?
2000 · article · en · Library and Archives Canada (Government of Canada)
aff_core
w=5595
0/3OUThigh
other

Piece on whether the Internet can help build a connected church; the object is religious communication, not research.

OUTlow
conceptual

The title concerns the relationship between churches and the Internet, not research itself, but the abstract is missing.

OUTlow
other

Title concerns church and internet use, not research practice; missing abstract limits judgment.

Non-invasive ventilation with neurally adjusted ventilatory assist in newborns
2016 · review · en · Seminars in Fetal and Neonatal Medicine
aff_core
w=5595
0/3OUThigh
other

Clinical review of neurally adjusted ventilatory assist in newborns; the object is a ventilation modality.

OUThigh
conceptual

The review concerns neonatal respiratory treatment rather than methodology of research synthesis.

OUTmedium
other

Clinical review of neonatal non-invasive ventilation; title alone is domain medicine.

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