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.

1,000 works
WorkStratumn_inOpus 4.8GPT-5.6Grok 4.5
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.

L’éducation thérapeutique du patient pour les clientèles psychiatriques présentant un surpoids : l’exemple du programme « Wellness » développé au Québec
2016 · article · fr · L Encéphale
french
w=1554
0/3OUTmedium
empirical

No abstract; a therapeutic patient-education program for psychiatric patients with overweight, i.e. clinical intervention.

OUTlow
other

The abstract is missing and the title indicates a clinical patient-education program rather than research about research.

OUTmedium
empirical

Clinical therapeutic-education program for psychiatric patients with overweight; empty abstract but clinical object is clear.

Stress scolaire, soutien social et burnout à l’adolescence : quelles relations?
2016 · article · fr · Éducation et francophonie
french
w=1554
0/3OUThigh
empirical

Study of school stress, social support and burnout in adolescents.

OUThigh
empirical

It studies stress, social support, and school burnout among adolescents.

OUThigh
empirical

Adolescent school stress, social support, and burnout is educational psychology.

Sakahan: International Indigenous Art [Book Review]
2014 · article · en · Artlink
about_only
w=3321
0/3OUThigh
other

Review of an international Indigenous art exhibition; an arts review.

OUThigh
editorial/commentary

It reviews an Indigenous art exhibition, not research practice.

OUThigh
editorial/commentary

Art exhibition book review; cultural criticism, not metaresearch.

Waterfront News 1(2)
2007 · article · en · York University Digital Library (York University)
about_only
w=3321
0/3T3low
other

Newsletter issue reporting the current activities of a Toronto waterfront research project; contextual research-project news rather than a study of research.

T3high
infrastructure/announcement

This newsletter reports activities of a research project and is contextual rather than analytic.

T3high
infrastructure/announcement

Project newsletter announcing activities of a Toronto waterfront research project.

Effects of Apomorphine on Subthalamic Nucleus and Globus Pallidus Internus Neurons in Patients With Parkinson's Disease
2001 · article · en · Journal of Neurophysiology
aff_core
w=5595
0/3OUThigh
empirical

Neurophysiology of apomorphine effects on basal ganglia neurons in Parkinson's disease.

OUThigh
empirical

This is a clinical neuroscience study of apomorphine effects in Parkinson's disease.

OUThigh
empirical

Clinical neurophysiology study of apomorphine effects on basal ganglia neurons.

Strengthening the Internet for Global, Ubiquitous and Secure Commercial Use: Perspectives, Lessons, Issues and Challenges
2016 · article · en · SSRN Electronic Journal
aff_core
w=5595
0/3OUThigh
conceptual

Policy analysis of internet governance and trust for commercial use; the governed system is the internet, not research.

OUThigh
conceptual

The article discusses Internet governance and security for commercial use, not research infrastructure or research practice.

OUThigh
policy

Telecom/Internet commercial trust and legal infrastructure for digital markets; ICT policy, not metaresearch.

A MILP model for joint product family and supply chain design
2011 · preprint · en · HAL (Le Centre pour la Communication Scientifique Directe)
aff_core
w=5595
0/3OUThigh
empirical

MILP optimization model for joint product family and supply chain design; operations research on a design problem, not on research.

OUThigh
conceptual

The work proposes a supply-chain design model and does not study research itself.

OUTmedium
empirical

Title is joint product-family and supply-chain optimization; domain operations research with thin abstract.

10.1146/annurev-pathol-011110-130211
2000 · article · en · Time to knit
venue_new
w=2684
0/3OUTlow
other

Malformed record whose title is a bare DOI with no usable content; nothing indicates metaresearch.

OUTlow
other

The record contains only a DOI-like title and no abstract, so its object cannot be established.

OUTlow
other

Garbled DOI-like title with no abstract; cannot support metaresearch inclusion.

The Time and Sound of the Nautical Border
2019 · book-chapter · en · University of British Columbia Press eBooks
about_only
w=3321
0/3OUThigh
conceptual

Book chapter in a postcolonial history collection on the Komagata Maru; the object is migration history and Canadian multiculturalism, not the research system.

OUThigh
conceptual

The chapter analyzes the historical and colonial significance of the Komagata Maru incident rather than research.

OUThigh
conceptual

Historical/cultural analysis of the Komagata Maru and migration; Canadian history, not the research system.

Insulin Detemir Decreases Gain in Body Weight and Fat Mass in ZDF Rats when Compared with both NPH and Insulin Glargine
2008 · article · en · Canadian Journal of Diabetes
venue_new
w=2684
0/3OUThigh
empirical

Preclinical comparison of insulin formulations in rats; abstract absent but the title is unambiguous.

OUThigh
empirical

This is a biomedical animal study of insulin effects on weight and fat mass.

OUThigh
empirical

Title is an animal insulin/weight pharmacology comparison; domain biomedical research.

Patients' narratives of open-heart surgery : emplotting the technological.
2009 · dissertation · en · Library and Archives Canada (Government of Canada)
venue_new
w=2684
0/3OUTmedium
empirical

Narrative study of patients' experience of technology in heart surgery; studies clinical care, not scientific practice, so it falls outside the STS-of-research sense of T2.

OUThigh
empirical

The work studies patients' narratives and experiences of open-heart surgery technology.

OUThigh
empirical

Narrative study of patients’ experience of technology in open-heart surgery is clinical/medical sociology, not study of scientific research practice.

<i>Sympathy, Sensibility and the Literature of Feeling in the Eighteenth Century</i> by Ildiko Csengei
2016 · article · en · Eighteenth-Century Fiction
venue_new
w=2684
0/3OUThigh
other

Book review of an eighteenth-century literary studies monograph; the object is literary sensibility, not research practice.

OUThigh
editorial/commentary

This is a literary book review unrelated to research practice.

OUThigh
editorial/commentary

Book review of eighteenth-century literature of feeling, not research practice.

High Resolution Adaptively Steered Horizon Tracker
2012 · article · en
aff_core
w=5595
0/3OUThigh
empirical

Signal processing method for automatic horizon tracking in 3D seismic interpretation; the object is a geophysical interpretation tool.

OUThigh
empirical

This work develops an automated seismic horizon tracker for geophysical interpretation, not metaresearch.

OUThigh
empirical

Seismic interpretation algorithm for automatic horizon tracking; domain geophysics tool.

Cellular and Molecular Cascades during Liver Regeneration
2016 · article · en · Surgical Research - Open Journal
aff_core
w=5595
0/3OUThigh
empirical

Review of cellular and molecular cascades during liver regeneration; a biomedical domain review.

OUThigh
other

It reviews biological mechanisms of liver regeneration, not research practice.

OUThigh
empirical

Review of cellular/molecular liver regeneration; biomedical biology.

Queering Law: Not by <i>Vriend</i>
2002 · article · fr · Canadian Journal of Law and Society / Revue Canadienne Droit et Société
french
w=1554
0/3OUThigh
conceptual

Queer-theory legal analysis of a Supreme Court decision on sexual orientation; not about research.

OUThigh
conceptual

The article analyzes queer theory and Canadian law rather than research practice.

OUThigh
conceptual

Queer legal theory analysis of a Canadian rights case; object is law and identity, not research practice.

Dynamic Train-Bridge Interaction in Monorail Sao Paulo Metro Line 2
2013 · article · en · Report
about_only
w=3321
0/3OUThigh
empirical

Numerical simulation of train-bridge dynamic interaction; civil engineering.

OUThigh
empirical

It models train-bridge dynamics for engineering design rather than studying research.

OUThigh
empirical

Dynamic train–bridge interaction modelling for a metro monorail; civil engineering.

Worte zum Bild "Rehkitz"
2013 · article · de · ti<
venue_new
w=2684
0/3OUThigh
other

A poem; not research at all.

OUThigh
other

This is a poem and does not study research.

OUThigh
other

Literary poem with no research object.

Michel O’neill, L’épopée des Petits frères de la Croix. Histoire d’une nouvelle communauté monastique québécoise dans l’Église catholique d’aujourd’hui, Québec, Les Presses de l’Université Laval, 2014, 232 p.
2015 · article · fr · Recherches sociographiques
french
w=1554
0/3OUThigh
other

French-language book review of a history of a Quebec monastic community.

OUThigh
editorial/commentary

It is a book review about a Québec monastic community, not research practice.

OUThigh
editorial/commentary

Book notice on a Quebec monastic community history; not about research practice.

The Murals of Moose Jaw: Commodification or Articulation of the Past?
2000 · article · en · Historical geography
about_only
w=3321
0/3OUThigh
empirical

Cultural geography study of the murals of Moose Jaw as commodification of the past.

OUThigh
empirical

It studies historical murals and local economic development rather than research practice.

OUThigh
empirical

Historical geography of tourism murals and local economic revitalization, not metaresearch.

Phthalocyanine-Based Organic Thin-Film Transistors: A Review of Recent Advances
2015 · review · en · ACS Applied Materials & Interfaces
aff_core
w=5595
0/3OUThigh
empirical

Materials-science review of phthalocyanine organic thin-film transistors; a domain review.

OUThigh
other

It reviews organic-electronics materials and devices, not research practice.

OUThigh
empirical

Materials review of phthalocyanine organic transistors; domain electronics science.

Preliminary Study on Seed Propragtion of Louisiana Iris
2010 · article · en · Seed
venue_new
w=2684
0/3OUThigh
empirical

No abstract; horticultural study of iris seed propagation.

OUTlow
empirical

The title indicates a study of Louisiana iris seed propagation, not research practice.

OUTmedium
empirical

Horticultural seed propagation of Louisiana iris; plant cultivation (no abstract).

Effects of fructus forsythiae extracts on scavenging oxygen free radical and aliphatic free radical
2008 · article · en
aff_core
w=5595
0/3OUThigh
empirical

Phytochemistry study of free radical scavenging by Forsythia fruit extracts.

OUThigh
empirical

It evaluates antioxidant activity of a plant extract, not research itself.

OUThigh
empirical

Phytochemical antioxidant assay of plant extracts; domain chemistry/biology.

Research on the Development Idea for the Key Seed Enterprises in Henan Province
2013 · article · en · Seed
venue_new
w=2684
0/3OUTmedium
other

Development strategy for seed enterprises in Henan; an agribusiness-development note with no abstract, and 'research' here is corporate strategy.

OUTlow
conceptual

The title indicates a study of seed enterprises in Henan Province, but the abstract is missing.

OUTlow
other

Title concerns development ideas for seed enterprises in Henan; domain agribusiness, abstract missing.

[Etiology of intestinal occlusion].
2003 · article · en · PubMed
about_only
w=3321
0/3OUThigh
empirical

Retrospective cohort on the etiology of intestinal obstruction.

OUThigh
empirical

It studies the causes of intestinal obstruction in clinical patients.

OUThigh
empirical

Retrospective clinical series on causes of intestinal obstruction; Canada appears only in comparative literature.

Main Characteristics and High Yield Cultivated Technology of New Sweet Potatoes Variety Longshu No.9
2011 · article · en · Seed
venue_new
w=2684
0/3OUThigh
other

Description of a new sweet potato cultivar and its cultivation; agronomy.

OUThigh
other

The title concerns sweet-potato cultivation technology rather than research practice.

OUThigh
other

Agricultural variety description of sweet potato Longshu No.9; crop breeding announcement-style domain work.

Effects of 2,4-D Seed Soaking Treatment on Leek Seed Germination and Seedling Early Growth
2013 · article · en · Seed
venue_new
w=2684
0/3OUThigh
empirical

Horticultural experiment on 2,4-D seed soaking and leek germination; the object is plant growth.

OUThigh
empirical

The experiment studies herbicide effects on leek germination rather than research practice.

OUThigh
empirical

Seed science experiment on 2,4-D soaking and leek germination; plant physiology.

The Argument on The General Education and Special Education in Social Work Field of China
2007 · article · en
aff_core
w=5595
0/3OUTmedium
conceptual

Argument about general versus specialized professional education in Chinese social work; concerns vocational training, not the research workforce.

OUThigh
conceptual

The work debates general and specialized social-work education rather than research itself.

OUThigh
conceptual

Debate on general vs specialized social-work professional education in China, not scientific research workforce.

Clustering-based redshift estimation: application to VIPERS/CFHTLS
2016 · article · en · Monthly Notices of the Royal Astronomical Society
about_only
w=3321
0/3OUThigh
empirical

Clustering-based redshift estimation applied to galaxy surveys; an astronomy method used to answer an astronomy question.

OUThigh
empirical

The work tests a redshift-estimation technique for galaxy surveys rather than studying research practice.

OUThigh
empirical

Astronomy method for clustering-based redshift estimation; domain astrophysics technique.

Generating Examples for Knowledge Abstraction in MDE: a Multi-Objective Framework.
2015 · article · en
aff_core
w=5595
0/3OUThigh
empirical

Model-driven software engineering method for generating model examples; a software technique, not a study of research.

OUThigh
empirical

The paper develops an automated model-generation framework for software engineering, not a study of research itself.

OUThigh
empirical

Software-engineering method for generating MDE model examples; SE tooling, not study of how research is done.

New molecular assays for cancer diagnosis and targeted therapy.
2008 · article · en · PubMed
aff_core
w=5595
0/3OUThigh
other

Review of molecular assays for cancer diagnosis and targeted therapy; the object is diagnostic technology and its clinical regulation.

OUThigh
conceptual

The review concerns cancer diagnostic assays and treatments, not research methodology.

OUThigh
other

Industry-oriented review of molecular diagnostic cancer assays and personalized medicine testing.

Entecavir plus tenofovir combination therapy for chronic hepatitis B in patients with previous nucleos(t)ide treatment failure
2016 · article · en · Hepatology International
aff_core
w=5595
0/3OUThigh
empirical

Clinical study of entecavir plus tenofovir in chronic hepatitis B after treatment failure; a therapeutic efficacy question.

OUThigh
empirical

This clinical study concerns combination therapy for chronic hepatitis B, not research practice.

OUTlow
empirical

Clinical hepatology combination therapy for chronic hepatitis B; domain medicine, abstract missing.

Gene evolution and gene expression after whole genome duplication in fish: the PhyloFish database
2016 · article · en · BMC Genomics
fund_new
w=1679
0/3OUTmedium
empirical

Transcriptome analyses plus release of the PhyloFish database; a domain genomics resource, not infrastructure of the research ecosystem in the metaresearch sense.

T3high
infrastructure/announcement

This describes a genomics database resource and is an infrastructure announcement rather than an analytic study.

OUThigh
empirical

Domain genomics resource (PhyloFish) for fish gene evolution; uses a database tool rather than studying research infrastructure.

Application of Non‐Linear Automatic Optimization Techniques for Calibration of HSPF
2007 · article · en · Water Environment Research
aff_core
w=5595
0/3OUTmedium
empirical

Comparison of optimization algorithms for calibrating a watershed model; a domain modeling technique, not a study of research practice.

OUThigh
empirical

The work compares techniques for calibrating a hydrological model rather than studying research methods generally.

OUThigh
empirical

Automatic parameter calibration of a watershed hydrology model; domain environmental modelling, not metaresearch methods.

Dual ligand/receptor interactions activate urothelial defenses against uropathogenic E. coli
2015 · article · en · Scientific Reports
fund_new
w=1679
0/3OUThigh
empirical

Molecular immunology of urothelial defense against uropathogenic E. coli.

OUThigh
empirical

This is a biomedical study of urothelial defenses against infection.

OUThigh
empirical

Host–pathogen immunology study of urothelial defenses against UPEC.

La idealidad en Husserl: la lógica y las esencias necesarias
2012 · article · es · Alpha Omegan
venue_new
w=2684
0/3OUThigh
conceptual

Philosophical analysis of Husserl's doctrine of ideality; not about contemporary research practice.

OUThigh
conceptual

This is a philosophical analysis of Husserl's theory of ideality, not research itself.

OUThigh
conceptual

Husserl phenomenology of ideality; pure philosophy, not contemporary research practice.

The Preference for Internet-Based Psychological Interventions by Individuals Without Past or Current Use of Mental Health Treatment Delivered Online: A Survey Study With Mixed-Methods Analysis
2016 · article · en · JMIR Mental Health
venue_new
w=2684
0/3OUThigh
empirical

Survey of preferences for internet-based psychological treatment; a health-services question.

OUThigh
empirical

This survey studies preferences for mental-health interventions rather than research itself.

OUThigh
empirical

Survey of patient preference for internet-based psychological treatment versus face-to-face care.

The Association between Medical Education Accreditation and the Examination Performance of Internationally Educated Physicians Seeking Certification in the United States.
2012 · book-chapter · en · TUScholarShare (Temple University)
about_only
w=3321
0/3OUTmedium
empirical

Study of medical-school accreditation and exam performance of international medical graduates; the object is clinical training and its quality assurance, not the research system or research workforce.

OUThigh
empirical

This studies medical education accreditation and examination performance, not research itself.

OUThigh
empirical

Studies medical-school accreditation and USMLE performance of clinicians-in-training, not research methods, evaluation, or the research workforce.

Generation of Lactococcus lactis capable of coexpressing epidermal growth factor and trefoil factor to enhance in vitro wound healing
2015 · article · en · Applied Microbiology and Biotechnology
aff_core
w=5595
0/3OUThigh
empirical

Microbiology engineering of Lactococcus lactis for wound healing; abstract absent but the title is unambiguous.

OUThigh
empirical

It reports a microbiology and wound-healing experiment, not research practice.

OUThigh
empirical

Title indicates applied microbiology wound-healing work; empty abstract but domain object is unambiguous.

[The right not to know, in the German legislation (Part I)].
2005 · article · en · PubMed
aff_core
w=5595
0/3OUTmedium
conceptual

Legal analysis of the right not to know in German legislation; medical law and bioethics, not research practice.

OUThigh
conceptual

It analyzes a legal and ethical right in German legislation.

OUThigh
conceptual

Legal-ethical discussion of the right not to know in German law, not research practice.

Bullying Experiences Among First Nations Youth: Identifying Effects on Mental Health and Potential Protective Factors
2016 · article · en · Scholarship@Western (Western University)
about_only
w=3321
0/3OUThigh
empirical

Primary study of bullying experiences and mental health among First Nations youth; the object is bullying, not research practice.

OUThigh
empirical

The study examines bullying and mental health among First Nations, Metis and Inuit youth, not research itself.

OUThigh
empirical

Social/developmental study of bullying among Indigenous youth, not the research system.

Heavy metal capture by autochthonous yeasts from a volcanic influenced environment of Patagonia
2016 · article · en · Journal of Basic Microbiology
fund_new
w=1679
0/3OUThigh
empirical

Microbiology study of heavy metal capture by yeasts; the object is bioremediation.

OUThigh
empirical

The study investigates heavy-metal tolerance and capture by yeasts.

OUThigh
empirical

Microbiology of heavy-metal capture by yeasts.

Reliability of the SWAG—The Standardized Way to Assess Grafts Method for Alveolar Bone Grafting in Patients with Cleft Lip and Palate
2016 · article · en · The Cleft Palate-Craniofacial Journal
aff_core
w=5595
0/3OUTmedium
empirical

Intra- and inter-rater reliability of a radiographic scale for grading bone grafts; clinical instrument reliability in the measurement sense, a polysemy trap rather than metaresearch.

OUThigh
empirical

This study tests the reliability of a clinical graft-assessment instrument rather than research practice.

OUThigh
empirical

Interrater reliability of a clinical graft-assessment scale; clinical measurement validation, polysemy trap not research reproducibility.

Root gerunds in Old Romanian
2016 · book-chapter · en · Romance languages and linguistic theory
aff_core
w=5595
0/3OUThigh
empirical

Theoretical syntax analysis of root gerunds in Old Romanian; the object is language, not research.

OUThigh
conceptual

The work studies Old Romanian syntax rather than research practice.

OUThigh
empirical

Historical linguistics of Old Romanian syntax, not research as object.

The Chloroplast Protease AMOS1/EGY1 Affects Phosphate Homeostasis under Phosphate Stress
2016 · article · en · PLANT PHYSIOLOGY
aff_core
w=5595
0/3OUThigh
empirical

Plant molecular biology of phosphate homeostasis in Arabidopsis.

OUThigh
empirical

The study investigates phosphate homeostasis in Arabidopsis plants.

OUThigh
empirical

Plant molecular physiology of a chloroplast protease under phosphate stress; domain biology.

Language, Literacy and Communication in Nigeria: Minority Languages and National Development
2002 · article · en · Papers from the Annual Meetings of the Atlantic Provinces Linguistic Association (PAMAPLA)
aff_core
w=5595
0/3OUThigh
conceptual

Essay on minority languages, literacy policy and national development in Nigeria.

OUThigh
conceptual

This paper discusses language, literacy, and development in Nigeria, not research.

OUThigh
conceptual

Language and literacy policy in Nigeria; not research or scholarly communication as object.

Transcatheter or surgical aortic valve replacement for patients with severe, symptomatic, aortic stenosis at low to intermediate surgical risk: a clinical practice guideline
2016 · article · en · BMJ
aff_core
w=5595
0/3OUThigh
policy

Clinical practice guideline on aortic valve replacement; recommendations answering a clinical question.

OUThigh
policy

This clinical practice guideline answers a treatment question using systematic reviews rather than studying synthesis methodology.

OUThigh
policy

Clinical practice guideline on aortic valve replacement drawing on systematic reviews to answer a care question.

Changing the Learning Curve in Novice Laparoscopists: Incorporating Direct Visualization into the Simulation Training Program
2016 · article · en · Journal of surgical education
aff_core
w=5595
0/3OUTmedium
empirical

Surgical simulation training study; clinical skills education, not research training or the research workforce.

OUThigh
empirical

The study concerns surgical simulation training for novice laparoscopists, not research itself.

OUTmedium
empirical

Surgical skills simulation training for novice laparoscopists is clinical education, not study of the research workforce or research methods.

The Role of Environmental Stewardship Groups in the Grand River Watershed, Ontario
2014 · dissertation · en · UWSpace (University of Waterloo)
about_only
w=3321
0/3OUThigh
empirical

Thesis on environmental stewardship volunteer groups in a watershed.

OUThigh
empirical

This studies environmental stewardship groups and watershed effects, not research itself.

OUThigh
empirical

Thesis on environmental stewardship groups in a watershed; environmental management domain.

The membrane scaffold SLP2 anchors a proteolytic hub in mitochondria containing PARL and the i‐AAA protease YME1L
2016 · article · en · EMBO Reports
aff_core
w=5595
0/3OUThigh
empirical

Mitochondrial membrane scaffold and protease complex; cell biology.

OUThigh
empirical

This studies a mitochondrial proteolytic complex, not research practice.

OUTmedium
empirical

Cell/molecular biology of mitochondrial protease scaffolding; title clear domain science, abstract missing.

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