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
Résistance au changement de l’institution policière et criminalité évolutive : un paradoxe
2011 · article · fr · Champ pénal
french
w=1554
0/3OUThigh
conceptual

Analysis of resistance to change in the police as an institution; organizational sociology of policing, not of research.

OUThigh
conceptual

It analyzes police institutional change and crime rather than research itself.

OUThigh
conceptual

Criminology analysis of police institutional resistance to reform, not science or research systems.

Atypical Presentation of Congenital Yellow Nail Syndrome in a 2-Year-Old Female
2013 · article · en · Journal of Cutaneous Medicine and Surgery
aff_core
w=5595
0/3OUThigh
empirical

Clinical case report of congenital yellow nail syndrome; the object is a disease presentation.

OUThigh
empirical

The work reports a clinical case of congenital yellow nail syndrome.

OUThigh
empirical

Clinical case report of yellow nail syndrome.

Catalytic hydrogenation of functionalized amides under basic and neutral conditions
2014 · article · en · Catalysis Science & Technology
aff_core
w=5595
0/3OUThigh
empirical

Catalytic hydrogenation chemistry; a synthetic chemistry question.

OUThigh
empirical

This studies a chemical catalyst and hydrogenation reaction, not research practice.

OUThigh
empirical

Domain chemistry paper on amide hydrogenation catalysis; object is chemical reactivity, not research practice.

Familial combined hyperlipidaemia: how can genetic disorders be common, complex and comprehensible?
2007 · letter · en · Clinical Science
aff_core
w=5595
0/3OUThigh
editorial/commentary

Commentary proposing a disease model of familial combined hyperlipidaemia; a clinical-genetics topic.

OUThigh
editorial/commentary

It is a letter discussing familial hyperlipidaemia biology, not research itself.

OUThigh
editorial/commentary

Letter proposing a multi-gene model of familial combined hyperlipidaemia; clinical commentary, not metaresearch.

A PARALLEL DIVIDE AND CONQUER ALGORITHM FOR NON SYMMETRIC TRIDIAGONAL TOEPLITZ SYSTEMS USING CONJUGATE GRADIENT
2002 · article · en · Parallel algorithms and applications
aff_core
w=5595
0/3OUThigh
empirical

Parallel algorithm for tridiagonal Toeplitz systems; a numerical computing contribution in its own domain.

OUThigh
conceptual

This develops an algorithm for solving mathematical systems, not a study of research methods or practice.

OUThigh
empirical

Numerical linear-algebra algorithm paper; computational mathematics, not research as object.

Neutrality, niches, and determinants of plankton metacommunity structure across boreal wetland ponds
2007 · article · en · Ecoscience
venue_new
w=2684
0/3OUThigh
empirical

Determinants of plankton metacommunity structure in wetland ponds; community ecology.

OUThigh
empirical

This ecological study examines plankton metacommunity structure, not research practice.

OUThigh
empirical

Plankton metacommunity ecology across wetland ponds; environmental biology domain study.

Public perceptions of the use of dynamic message signs
2008 · article · en · Journal of Advanced Transportation
aff_core
w=5595
0/3OUThigh
empirical

Survey of drivers' perceptions of dynamic message signs; transportation research.

OUThigh
empirical

This study examines drivers' perceptions of traffic signs, not research practice.

OUThigh
empirical

Transportation psychology study of drivers and dynamic message signs.

Homogeneization of locally nilpotent derivations and an application to <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif" overflow="scroll"><mml:mi>k</mml:mi><mml:mo stretchy="false">[</mml:mo><mml:mi>X</mml:mi><mml:mo>,</mml:mo><mml:mi>Y</mml:mi><mml:mo>,</mml:mo><mml:mi>Z</mml:mi><mml:mo stretchy="false">]</mml:mo></mml:math>
2004 · article · lv · Journal of Pure and Applied Algebra
fund_new
w=1679
0/3OUThigh
empirical

Pure mathematics paper on homogenization of locally nilpotent derivations.

OUThigh
conceptual

The title clearly identifies a mathematics paper, not research itself.

OUThigh
conceptual

Pure mathematics on homogeneization of locally nilpotent derivations.

Productivity and life history of sockeye salmon in relation to competition with pink and sockeye salmon in the North Pacific Ocean
2015 · article · en · Canadian Journal of Fisheries and Aquatic Sciences
aff_core
w=5595
0/3OUThigh
empirical

Fisheries science on sockeye salmon productivity and interspecific competition; the object is salmon population dynamics.

OUThigh
empirical

The study examines salmon ecology and interspecific competition, not research practice.

OUThigh
empirical

Fisheries ecology of sockeye salmon productivity and competition at sea.

Health and society in Greenland
2005 · article · en · International Journal of Circumpolar Health
aff_core
w=5595
0/3OUThigh
other

Overview of health and society in Greenland; the object is population health, not research.

OUThigh
empirical

The work describes health and society in Greenland rather than research itself.

OUTlow
other

Thin geographic introduction to Greenland health/society; not about research practice or the Canadian research system.

The Allocational Effects of the Precision of Accounting Estimates
2007 · article · en · Journal of Accounting Research
aff_core
w=5595
0/3OUThigh
conceptual

Analytical model of the allocational effects of accounting estimate precision; accounting theory.

OUThigh
conceptual

This theoretical paper studies accounting-estimate precision and firm allocation, not research itself.

OUThigh
empirical

Accounting/finance theory of estimate precision for capital allocation; not scientific research evaluation.

ABI4 Regulates Primary Seed Dormancy by Regulating the Biogenesis of Abscisic Acid and Gibberellins in Arabidopsis
2013 · article · en · PLoS Genetics
fund_new
w=1679
0/3OUThigh
empirical

Arabidopsis seed dormancy hormone regulation; plant molecular biology.

OUThigh
empirical

This studies seed dormancy mechanisms in Arabidopsis, not research itself.

OUThigh
empirical

Plant molecular genetics of seed dormancy in Arabidopsis; domain biology.

Erratum for “Tracking the Built Status of MEP Works: Assessing the Value of a Scan-vs.-BIM System” by Frédéric Bosché, Adrien Guillemet, Yelda Turkan, Carl T. Haas, and Ralph Haas
2014 · erratum · en · Journal of Computing in Civil Engineering
aff_core
w=5595
0/3OUTlow
other

Erratum for a civil engineering paper; the rubric lists corrections under T3, but this notice concerns a domain paper and has no bearing on the metaresearch ecosystem.

T3high
other

An erratum is a contextual correction in the scholarly record.

T3high
other

Published erratum/correction, mapped as contextual ecosystem material under the rubric.

Pour une réception de la théorie de l'imprévision en droit positif québécois
2005 · article · fr · Les Cahiers de droit
french
w=1554
0/3OUThigh
conceptual

Doctrinal argument for recognizing the theory of imprevision in Quebec civil law; legal scholarship.

OUThigh
conceptual

This legal article argues for a doctrine in Quebec contract law and does not study research.

OUThigh
conceptual

Legal doctrine essay on imprévision in Quebec positive law; object is contract law, not research.

Chinese Cultural Values: Their Implications for Travel and Tourism Marketing
2000 · article · en · Journal of Travel & Tourism Marketing
about_only
w=3321
0/3OUThigh
conceptual

Conceptual framework of Chinese cultural values and its implications for tourism marketing; domain scholarship.

OUThigh
conceptual

This paper develops a framework for Chinese cultural values in tourism marketing, not research.

OUThigh
conceptual

Tourism marketing framework on Chinese cultural values, not science of science.

From the vasodilator and hypotensive effects of an extract fraction from Agelanthus dodoneifolius (DC) Danser (Loranthaceae) to the active compound dodoneine
2010 · article · en · Journal of Ethnopharmacology
fund_new
w=1679
0/3OUThigh
empirical

Ethnopharmacology tracing vasodilator effects of a plant extract to its active compound; the object is pharmacology.

OUThigh
empirical

The work studies a plant extract and its active compound rather than research itself.

OUTmedium
empirical

Ethnopharmacology of a plant extract’s hypotensive effects; biomedical natural products.

Gas Exchange, Chlorophyll and Growth Responses of Betula Platyphylla Seedlings to Elevated CO2 and Nitrogen
2010 · article · en · International Journal of Biology
venue_new
w=2684
0/3OUThigh
empirical

Plant physiology experiment on birch seedlings under elevated CO2 and nitrogen; the object is plant growth.

OUThigh
empirical

The work examines plant responses to carbon dioxide and nitrogen.

OUThigh
empirical

Plant physiology under elevated CO2 and nitrogen.

Is Looking Older than One’s Actual Age a Sign of Poor Health?
2010 · article · en · Journal of General Internal Medicine
aff_core
w=5595
0/3OUThigh
empirical

Clinical study on perceived age and health; abstract absent but the title is unambiguous.

OUThigh
empirical

This is a health study of perceived age and health status, not research practice.

OUThigh
empirical

Title asks whether looking older signals poor health; clinical/epidemiologic domain question.

Predicting Institutional Sexual Misconduct by Adult Male Sex Offenders
2013 · article · en · Criminal Justice and Behavior
aff_core
w=5595
0/3OUThigh
empirical

Prediction of prison misconduct by sex offenders; 'misconduct' is institutional behaviour, not research misconduct.

OUThigh
empirical

This evaluates a risk assessment measure for predicting prison misconduct, not research practice.

OUThigh
empirical

Forensic psychology prediction of institutional sexual misconduct; not research as object.

Hand differences in pegboard performance through development
2003 · article · en · Brain and Cognition
aff_core
w=5595
0/3OUThigh
empirical

Developmental neuropsychology study of hand differences in pegboard performance.

OUThigh
empirical

This study examines developmental differences in pegboard performance, not research.

OUThigh
empirical

Developmental motor-performance study; title unambiguous domain psychology/neuroscience despite missing abstract.

Characterization of bowing strokes in violin playing in terms of controls and sound: Differences between bouncing and on-string bow strokes
2013 · article · en · The Journal of the Acoustical Society of America
aff_core
w=5595
0/3OUThigh
empirical

Acoustics study characterizing violin bowing strokes; the object is sound production.

OUThigh
empirical

It analyzes violin performance and sound production, not research practice.

OUThigh
empirical

Characterizes violin bowing controls and sound; music performance science, not research practice.

Vascular effects of aldosterone: Sorting out the receptors and the ligands
2013 · review · en · Clinical and Experimental Pharmacology and Physiology
aff_core
w=5595
0/3OUThigh
other

Pharmacology review of vascular effects of aldosterone and its receptors; the object is a biological mechanism.

OUThigh
conceptual

The review concerns vascular effects of aldosterone rather than research methods or institutions.

OUThigh
empirical

Biomedical review of aldosterone’s vascular receptor mechanisms; physiology/pharmacology object.

Moving to tolerance: Clinical application of T regulatory cells
2011 · review · en · Seminars in Immunology
aff_core
w=5595
0/3OUThigh
empirical

Immunology review of clinical application of regulatory T cells; domain science.

OUTlow
conceptual

The abstract is missing and the title indicates a clinical immunology review, not an unambiguous study of research.

OUThigh
empirical

Clinical immunology review of T regulatory cell therapy; title alone places it outside metaresearch.

Training Translators and Interpreters in the USSR
2002 · article · fr · Meta Journal des traducteurs
french
w=1554
0/3OUTmedium
conceptual

Account of translator and interpreter training schools in the USSR; professional pedagogy, not research training.

OUThigh
conceptual

This article discusses translator and interpreter education, not the research workforce or research practice.

OUThigh
conceptual

Pedagogy of translator/interpreter training in the USSR; professional education, not the research workforce.

Preventive and Curative Biological Treatments for Control of Botrytis cinerea Stem Canker of Greenhouse Tomatoes
2006 · article · en · BioControl
aff_core
w=5595
0/3OUThigh
empirical

Agricultural trial of biological treatments against Botrytis stem canker in greenhouse tomatoes.

OUThigh
empirical

The study evaluates biological treatments for a fungal disease of greenhouse tomatoes.

OUTmedium
empirical

Plant pathology biocontrol of Botrytis on greenhouse tomatoes; empty abstract but title is domain science.

Specificity of affective instability in patients with borderline personality disorder compared to posttraumatic stress disorder, bulimia nervosa, and healthy controls.
2014 · article · en · Journal of Abnormal Psychology
aff_core
w=5595
0/3OUThigh
empirical

Ambulatory assessment study of the specificity of affective instability in borderline personality disorder; 'replicate' here refers to confirming a clinical finding, and the object is psychopathology.

OUThigh
empirical

The study examines affective instability across psychiatric disorders, not research practice.

OUThigh
empirical

Clinical psychology study of affective instability across diagnostic groups; psychopathology object.

L’OIT et les Nations Unies : une étude de cas portant sur la collaboration interinstitutionnelle dans le domaine des droits fondamentaux du travail
2014 · article · fr · Revue générale de droit
french
w=1554
0/3OUThigh
empirical

Legal analysis of ILO contributions to UN committee observations on labor rights; the object is interinstitutional legal collaboration.

OUThigh
empirical

It analyzes collaboration between international labor and human-rights institutions, not research institutions or practice.

OUThigh
empirical

Legal/policy analysis of ILO–UN collaboration on labour rights; not research governance.

Mutation of the cytosolic ribosomal protein-encoding RPS10Bgene affects shoot meristematic function in Arabidopsis
2012 · article · en · BMC Plant Biology
fund_new
w=1679
0/3OUThigh
empirical

Arabidopsis mutant analysis of a ribosomal protein gene; plant genetics.

OUThigh
empirical

The study investigates gene function in Arabidopsis shoot development.

OUThigh
empirical

Arabidopsis ribosomal protein gene mutation and meristem function; plant developmental genetics.

Warming of the Intermediate Atlantic Water of the Arctic Ocean in the 2000s
2012 · article · en · Journal of Climate
about_only
w=3321
0/3OUThigh
empirical

Oceanographic analysis of Atlantic Water warming in the Arctic Ocean.

OUThigh
empirical

This analyzes Arctic Ocean warming and climate processes rather than research practice.

OUThigh
empirical

Physical oceanography analysis of Arctic Atlantic Water warming.

Améliorer l'implication et la rétention des agents dans les centres d'appels : agir sur les pratiques de gestion
2012 · article · fr · Recherches en Sciences de Gestion
french
w=1554
0/3OUThigh
conceptual

Management article on retaining call-centre agents; organizational practice.

OUThigh
conceptual

It discusses management practices in call centers rather than research practice.

OUThigh
empirical

Management study of call-centre agent engagement and retention practices.

RLS patients can also develop compulsions on dopaminergic agonists
2013 · article · en · Sleep Medicine
aff_core
w=5595
0/3OUThigh
empirical

Clinical note on compulsive behaviors in restless legs syndrome patients on dopaminergic agonists.

OUThigh
empirical

It concerns compulsions in restless-legs-syndrome patients, not research itself.

OUThigh
other

Clinical note on RLS drug side effects; medical object, not metaresearch.

Forest-fire model with natural fire resistance
2011 · article · en · Physical Review E
about_only
w=3321
0/3OUThigh
empirical

Physics-style forest fire model with fire resistance; the object is wildfire dynamics.

OUThigh
conceptual

This develops a mathematical model of wildfire behavior rather than studying research practice.

OUThigh
empirical

Physics/ecology forest-fire model paper; domain natural science.

The Influence of the Inhomogeneity Correction Factor on Dose Distributions in Lung Cancer Radiation Therapy Treatment Plans: A Retrospective Study
2012 · article · en · International Journal of Radiation Oncology*Biology*Physics
aff_core
w=5595
0/3OUThigh
empirical

Medical physics study of dose calculation in lung radiotherapy planning; abstract absent but the title is unambiguous.

OUThigh
empirical

The study concerns radiation-treatment dose distributions, not research practice.

OUThigh
empirical

Radiation oncology physics of dose calculation corrections for lung treatment planning.

Design of reconfigurable coupled-serial-chain-based manipulation assistive aids
2007 · article · en · Robotics and Computer-Integrated Manufacturing
aff_core
w=5595
0/3OUThigh
empirical

Mechanical design of reconfigurable assistive manipulators; domain engineering.

OUThigh
empirical

This engineering work designs assistive robotic devices, not research practice.

OUThigh
empirical

Robotics design of manipulation assistive aids; title unambiguous engineering despite missing abstract.

Diabetic foot osteomyelitis: a progress report on diagnosis and a systematic review of treatment
2008 · review · en · Diabetes/Metabolism Research and Reviews
aff_core
w=5595
0/3OUTmedium
empirical

Consensus diagnostic scheme and systematic review of treatment for diabetic foot osteomyelitis; an evidence synthesis answering a clinical question.

OUThigh
empirical

The systematic review answers a clinical treatment question rather than studying evidence-synthesis methods.

OUThigh
empirical

Clinical consensus and evidence review on diabetic foot osteomyelitis diagnosis and treatment.

Review: pharmacological and non-pharmacological interventions improve outcomes in patients with dementia and their caregivers
2002 · letter · en · Evidence-Based Nursing
aff_core
w=5595
0/3OUThigh
editorial/commentary

Evidence-Based Nursing structured abstract and commentary conveying the clinical bottom line of a dementia practice-parameter review; the object is the clinical answer, not how syntheses are done.

OUThigh
editorial/commentary

The letter reviews clinical dementia interventions and does not study evidence-synthesis methods.

OUThigh
editorial/commentary

Evidence-Based Nursing abstract of a clinical dementia practice-parameter review for patient care.

Swine Wastewater Treatment Using Submerged Biofilm SBR Process: Enhancement of Performance by Internal Circulation through Sand Filter
2009 · article · en · Journal of Environmental Engineering
aff_core
w=5595
0/3OUThigh
empirical

Environmental engineering study of swine wastewater treatment.

OUThigh
empirical

The study evaluates wastewater-treatment performance rather than research practice.

OUThigh
empirical

Environmental engineering of swine wastewater treatment processes.

Développement et validation d’un instrument de mesure de la qualité dans les entreprises tunisiennes
2012 · article · fr · Revue internationale P M E Économie et gestion de la petite et moyenne entreprise
french
w=1554
0/3OUTmedium
empirical

Development and validation of a quality-management measurement scale for Tunisian firms; domain psychometrics, not research practice.

OUThigh
empirical

The article develops a quality-management instrument for Tunisian firms, not a study of research practice.

OUThigh
empirical

Management instrument for quality practices in Tunisian firms; validation is business measurement, not research integrity.

Dynamic electrical response of colloidal micro-spheres in compliant micro-channels from optical tweezers velocimetry
2010 · article · en · Lab on a Chip
aff_core
w=5595
0/3OUThigh
empirical

Microfluidics study of colloidal electrophoretic mobility in compliant channels.

OUThigh
empirical

The work studies particle dynamics in compliant microchannels, not research practice.

OUThigh
empirical

Colloid electrophoresis in microchannels; physical chemistry/microfluidics, not research practice.

Granulocyte-macrophage colony stimulating factor is anabolic and interleukin-1β is catabolic for rat articular chondrocytes
2008 · article · en · Cytokine
aff_core
w=5595
0/3OUThigh
empirical

Bench study of GM-CSF and IL-1beta effects on rat articular chondrocytes; a biological mechanism question.

OUThigh
empirical

The work studies cytokine effects on cartilage cells, not research itself.

OUThigh
empirical

Basic science of GM-CSF and IL-1β effects on rat articular chondrocytes.

Interaction between SPARC and tubulin in Xenopus
2004 · article · en · Cell and Tissue Research
aff_core
w=5595
0/3OUThigh
empirical

Cell biology of SPARC-tubulin interaction; abstract absent but the title is unambiguous.

OUThigh
empirical

The title identifies a molecular biology study of SPARC and tubulin, not research practice.

OUThigh
empirical

Title is SPARC–tubulin interaction in Xenopus; domain cell biology.

New trends in carbohydrate-based vaccines
2004 · article · en · Drug Discovery Today Technologies
aff_core
w=5595
0/3OUThigh
empirical

No abstract; review of carbohydrate-based vaccine development; domain immunochemistry.

OUTlow
conceptual

The title indicates a review of carbohydrate-based vaccines, not research practice.

OUTmedium
conceptual

Title indicates carbohydrate vaccine chemistry trends; domain biomedical chemistry (no abstract).

Is Fairtrade certification greening agricultural practices? An analysis of Fairtrade environmental standards in Rwanda
2013 · article · en · Journal of Rural Studies
aff_core
w=5595
0/3OUThigh
empirical

Analysis of Fairtrade environmental standards in Rwandan agriculture; the object is certification practice, not research.

OUThigh
empirical

The work analyzes Fairtrade environmental standards in agriculture, not research practice.

OUTmedium
empirical

Title indicates Fairtrade environmental standards and agricultural practice in Rwanda; domain development/trade study, not research as object.

Solving the Examination Timetabling Problem in GPUs
2014 · article · en · Algorithms
about_only
w=3321
0/3OUThigh
empirical

Uses a GPU hybrid evolutionary algorithm to solve exam timetabling; the object is an optimization algorithm.

OUThigh
empirical

It develops an algorithm for examination timetabling, not a study of research.

OUThigh
empirical

GPU algorithm for university exam timetabling; combinatorial optimization of schedules, not study of research.

Book Review: The Genetic Imaginary: DNA in the Canadian Criminal Justice System
2005 · article · en · Public Understanding of Science
about_only
w=3321
0/3T3medium
editorial/commentary

Book review in Public Understanding of Science of an STS book on DNA in the Canadian criminal justice system; commentary on science-and-society scholarship, mapped but not pooled, and the object is forensic practice rather than the Canadian research system.

T3high
editorial/commentary

This is a book review providing contextual discussion rather than an analytic research study.

OUTlow
editorial/commentary

Book review of DNA in Canadian criminal justice; thin abstract and object is forensics/society, not research practice.

Correlating digit span performance and event-related potentials to assess working memory
2006 · article · en · International Journal of Psychophysiology
aff_core
w=5595
0/3OUThigh
empirical

Cognitive psychophysiology of working memory using event-related potentials; abstract absent but the title is unambiguous.

OUThigh
empirical

The title indicates a study of working memory rather than research practice.

OUThigh
empirical

Cognitive neuroscience assessment of working memory, not research methods or the research system.

An iterative multilevel method for computing wavefields in frequency‐domain seismic inversion
2008 · article · en
aff_core
w=5595
0/3OUThigh
empirical

Numerical solver for seismic inversion; a computational method in geophysics, not research methodology as an object.

OUThigh
empirical

It develops a numerical method for seismic inversion rather than studying research practice.

OUThigh
empirical

Numerical multilevel solver for seismic inversion wavefields; geophysical computing, not metaresearch.

Effect of image quality on diagnostic accuracy of noninvasive fractional flow reserve: Results from the prospective multicenter international DISCOVER-FLOW study
2012 · article · en · Journal of cardiovascular computed tomography
aff_core
w=5595
0/3OUThigh
empirical

Diagnostic accuracy substudy of noninvasive fractional flow reserve by image quality; a clinical test-performance question, not a study of research practice.

OUTlow
empirical

The title indicates a clinical diagnostic-accuracy study, but the abstract is missing.

OUTmedium
empirical

Clinical study of CT image quality versus diagnostic accuracy of noninvasive FFR; polysemy of quality.

No Change for Thirty Years: The Renewed Question of Women's Land Rights in Rural China
2007 · article · en · Development and Change
aff_core
w=5595
0/3OUThigh
empirical

Ethnographic and policy study of women's land-use rights in rural China; the object is land tenure and gender.

OUThigh
empirical

This ethnographic study examines women's land rights in rural China, not research itself.

OUThigh
empirical

Development study of women’s land-use rights in rural China.

A Randomized, Double-Blind, Placebo-Controlled, Multicenter Study Evaluating the Efficacy, Safety, and Tolerability of Extended-Release Metadoxine in Adults With Attention-Deficit/Hyperactivity Disorder
2012 · article · en · The Journal of Clinical Psychiatry
fund_new
w=1679
0/3OUThigh
empirical

Randomized placebo-controlled drug trial in adult ADHD; a trial, not a study of trials.

OUThigh
empirical

This randomized trial evaluates an ADHD treatment and does not study clinical research methods.

OUThigh
empirical

Clinical RCT of metadoxine for adult ADHD, not a study of research methods.

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