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Manuscript submittedGHC001
Economics, development and public data
An audit of emissions data for 197 countries over 1990–2023, focusing on relationships between sectors and subsectors.
Editorial decision pending
Objective and findings+
Objective
Determine how double counting changes indicators, trends and cross-country associations.
Main findings
Adding Energy together with its components produces median overcounting factors close to 1.67. Other flat aggregations even change coefficient signs and trend classifications.
Current scope
The issue concerns accounting levels and aggregation boundaries; it does not measure all inventory uncertainty.
Manuscript submittedWSC001
Economics, development and public data
A World Bank panel of water and sanitation services in 26 Latin American and Caribbean countries over 2000–2023.
Editorial decision pending
Objective and findings+
Objective
Document cross-country convergence, urban–rural disparities and associations with child mortality.
Main findings
The resource contains ten series and 624 country-year observations. Results show lower cross-country dispersion, persistent urban–rural gaps and an inverse association with child mortality.
Current scope
The associations are descriptive and do not identify causal effects of sanitation interventions.
Manuscript submittedAOG001
Economics, development and public data
Analysis of how the indicator and data release used affect territorial rankings of police reports in Peru.
Editorial decision pending
Objective and findings+
Objective
Separate the effect of using counts or population rates from revisions to the same historical window.
Main findings
In the comparisons studied, counts and rates disagree on upper-quartile membership in 27.67% of cases; consecutive releases disagree in 0.58%.
Current scope
The results describe recorded reports, not the actual incidence of crime or its causes.
Manuscript submittedDDC001
Economics, development and public data
A study of 19 countries and 15 indicators over 2000–2023, examining changes in digital development gaps.
Editorial decision pending
Objective and findings+
Objective
Distinguish relative reductions in access disparities from persistent absolute gaps.
Main findings
Relative dispersion in internet access declines, while its absolute interquartile range rises from 4.85 to 15.14 percentage points.
Current scope
Convergence depends on the measure used. The estimated associations do not identify causal effects.
Manuscript submittedMPR001
Economics, development and public data
Construction of a harmonized Peruvian public procurement dataset from SEACE open records.
Editorial decision pending
Objective and findings+
Objective
Link processes, items, entities, bidders and terminal outcomes while preserving provenance and explicit harmonization rules.
Main findings
The 2017–2025 window contains 732,889 items. The audit shows that “complete” does not mean contracted: 6.45% of those items do not end in a contract.
Current scope
This is a data resource and an audit of administrative states; it does not independently support inferences about corruption or causal performance.
Manuscript submittedHSE001
Economics, development and public data
A comparison of pre-pandemic health indicators and subsequent changes in life expectancy in 26 Latin American and Caribbean countries.
Editorial decision pending
Objective and findings+
Objective
Examine whether a ranking based on spending, income and child mortality anticipates performance during the crisis.
Main findings
The rank correlation is 0.16, with a wide uncertainty interval of approximately −0.32 to 0.52. The estimated relationship is weak and imprecise.
Current scope
Imprecision does not demonstrate the absence of a relationship. The study does not identify causal efficiency or the effects of specific policies.
Manuscript submittedOAD001
Economics, development and public data
A study of Peruvian scientific output on artificial intelligence recorded in OpenAlex over 2015–2025.
Editorial decision pending
Objective and findings+
Objective
Evaluate how API retrieval order can bias bibliometric indicators built from partial samples.
Main findings
Compared with the census of 7,550 works, the first 600 retrieved overrepresent older, cited and collaborative publications: collaboration rises from 45.34% to 69.5%.
Current scope
Coverage is defined by OpenAlex and the study’s topic criteria, not the country’s entire scientific output.
Manuscript submittedRMP001
Economics, development and public data
A World Bank data resource for 26 Latin American and Caribbean countries over 2000–2023.
Editorial decision pending
Objective and findings+
Objective
Integrate remittances and macrosocial variables using reproducible definitions, temporal coverage and transformations.
Main findings
The panel contains 13 indicators and 624 country-year observations, documents missing values without imputing them and incorporates a traceable implicit deflator.
Current scope
The main contribution is the construction and validation of the resource; no causal effects are attributed to remittances.
Manuscript submittedFXR001
Economics, development and public data
A study of the temporal information used to reconstruct financial regimes and evaluate risk forecasts.
Editorial decision pending
Objective and findings+
Objective
Separate full-sample parameter estimation from the use of future observations in retrospective state assignment.
Main findings
In the series examined, decoding with future information inflates apparent performance; full-sample parameter estimation combined with causal filtering has a much smaller effect.
Current scope
The conclusion is limited to the models, series and events evaluated and is not investment advice.
Manuscript submittedRIW001
Economics, development and public data
An analysis of electricity access and consumption in a panel of 17 Latin American countries over 2000–2023.
Editorial decision pending
Objective and findings+
Objective
Determine how much information remains for estimating associations as an access indicator approaches its upper bound.
Main findings
Limited within-country variation yields estimates close to zero but with little information: the minimum detectable effect substantially exceeds the plausible effect range considered.
Current scope
Lack of precision does not show that electricity has no effect on welfare.
Manuscript submittedMIS001
Statistics and measurement
An analysis of how joint observation patterns determine what can be identified from incomplete information.
Editorial decision pending
Objective and findings+
Objective
Characterize exact identification thresholds for equal-cost observation designs.
Main findings
Pairwise variable coverage can be insufficient: higher-order observation structure determines identification differences that pairwise coverage does not detect.
Current scope
The thresholds apply within the stated models and designs, not as a universal solution to missing data.
Manuscript submittedENR001
Statistics and measurement
Research using ENAHO 2022–2025 on how definitions of earnings and employment affect associations between education and remuneration.
Editorial decision pending
Objective and findings+
Objective
Compare 16 specifications per year and assess the stability of their differences out of sample.
Main findings
The 2022–2024 result surfaces are highly similar. Validation in 2025 yields a correlation of 0.969, but contradicts the hypothesis that normalization by hours would remain the dominant factor.
Current scope
The study concerns descriptive associations and specification sensitivity, not causal returns to education.
Manuscript submittedMCS001
Statistics and measurement
A comparison of moment-based density reconstruction, Gram–Charlier expansions, maximum entropy and Gaussian approximations.
Editorial decision pending
Objective and findings+
Objective
Determine whether producing a valid density and adding moments necessarily improve fidelity to the original distribution.
Main findings
Across 16 generators and three datasets, repairing nonnegativity improves integrated error in fewer than 40% of originally invalid cases. Higher order does not guarantee accuracy either.
Current scope
A mathematically valid density may represent the data poorly; comparisons depend on the regime and constraints examined.
Manuscript submittedLPT001
Artificial intelligence and learning
Research on the evaluation of policy classifiers for World Bank documents.
Editorial decision pending
Objective and findings+
Objective
Examine how separation between projects, label reuse and validation design affect conclusions about classifier adoption.
Main findings
The evaluation shows that data partitioning and label design shape the interpretation of classifier performance.
Current scope
General semantic superiority, equivalence between methods and a causal gain attributable to any single mechanism have not been demonstrated.
Manuscript submittedTRG001
Artificial intelligence and learning
A theoretical study of second-order estimators in sequential learning with partial feedback.
Editorial decision pending
Objective and findings+
Objective
Identify when temporal composition introduces bias even though each individual estimator is conditionally unbiased.
Main findings
Bias is linked to coupling between current innovations and future targets. Restricting composition to no-influence pairs restores unbiasedness for a pruned target.
Current scope
Decision value is established within restricted information classes; it does not imply a universal improvement in regret.
Manuscript submittedPRC001
Mathematics and structures
Research in discrete arithmetic on autocorrelation patterns in the periodic expansions of reciprocal fractions.
Editorial decision pending
Objective and findings+
Objective
Characterize an extremal period-six family through finite criteria and establish its realizability.
Main findings
The work obtains an affine classification, an exact enumeration procedure and an infinite family of bases and denominators satisfying the structure studied.
Current scope
The result is limited to the specified period and representation conventions; it does not characterize all decimal periods or all primes.
Manuscript submittedLHG001
Decisions, networks and operations
A study of legal conflict models grounded in official documents and temporal evidence structures.
Editorial decision pending
Objective and findings+
Objective
Assess when different perceptions of the game must be modeled, rather than disagreement within a shared framework.
Main findings
Of 50 cases opened for development and calibration, 37 admit an explanation within a common framework and only 4 meet all predefined criteria, below the required support threshold.
Current scope
The 20 reserved cases remain sealed. Private intentions and undocumented preferences are not inferred.
Manuscript submittedHDE001
Decisions, networks and operations
A study of the information needed to connect individual production models with their hierarchical aggregates.
Editorial decision pending
Objective and findings+
Objective
Identify which moments and composition relationships preserve results when moving from micro to macro scales.
Main findings
Second-order approximations can reduce aggregation distortion under appropriate smoothness and estimation conditions; relational information across levels also matters.
Current scope
Results depend on the regime studied and do not establish general superiority over data envelopment analysis methods.
Manuscript submittedGSN001
Decisions, networks and operations
Research on the information precision needed to verify an equilibrium decision when the candidate solution is already fixed.
Editorial decision pending
Objective and findings+
Objective
Select information aggregations that preserve the certificate outcome and compare selection methods.
Main findings
An exact reduction to a classical geometric problem is obtained in fixed dimension. Across 540 verified instances, heuristic rankings change by regime.
Current scope
The work does not claim universal algorithmic superiority or a new general solution to Nash equilibrium.
In developmentFPR001
Economics, development and public data
Research on harmonizing productivity measurements and firm characteristics across surveys.
Study design
Objective and findings+
Objective
Build stable mappings between schemas and distinguish measurement changes from economic differences.
Main findings
A reference-variable map has been defined to organize harmonization of public microdata.
Current scope
There are no empirical findings yet on measurement drift or productivity differences.
In developmentDRK001
Economics, development and public data
A review of the construction of composite vulnerability indicators and their comparability over time.
Methodological audit
Objective and findings+
Objective
Separate genuine changes from those caused by component availability, normalization and the choice of dispersion measure.
Main findings
Changing an index’s composition changes what it measures. Adding a constant can also reverse a coefficient-of-variation-based convergence interpretation without changing the standard deviation.
Current scope
These findings challenge comparisons of the indicator; they do not establish an actual trend in disaster risk.
In developmentCSP001
Economics, development and public data
Design of a study using ENAHO 2025 on household-reported satisfaction with food programs.
Study design
Objective and findings+
Objective
Compare programs while accounting for survey design, uncertainty and sensitivity to nonresponse.
Main findings
The sensitivity-analysis identities have been verified. Empirical analysis of the microdata has not yet been conducted.
Current scope
No population-level findings or program performance comparisons are available.
In developmentEAV001
Statistics and measurement
A study of certificates built from data summaries to verify quantities of interest and decisions.
Scope assessment
Objective and findings+
Objective
Determine which information can be compressed exactly and when that compression improves a decision.
Main findings
Exact compression works in the regime studied, but the comparisons performed show no additional decision advantage over the references.
Current scope
The approach’s distinctive usefulness remains an open question.
In developmentCID001
Statistics and measurement
A combinatorial study of how many observations must be removed to change a decision within finite binary score classes.
Bounded exploration
Objective and findings+
Objective
Characterize the minimum deletion radius and the information needed to determine it.
Main findings
The complete score vector does not always determine that radius. Connections are identified with known multicover and deletion-control problems.
Current scope
The novelty of the current formulation is under assessment; it is not yet a validated general diagnostic method.
In developmentDCB001
Artificial intelligence and learning
Research on verifying numerical claims and their relationship to the sources that supposedly support them.
Pilot study
Objective and findings+
Objective
Separate numerical agreement, provenance and meaning to guide human review.
Main findings
The pilot shows that a numerical match may point to the wrong source and that some alerts arise from extraction artifacts.
Current scope
Usefulness for reviewers and effects on working time have not yet been measured.
In developmentSYN001
Artificial intelligence and learning
A research line examining learning and evolutionary mechanisms through computational experiments, with a separate branch calibrating neural measurements.
Exploratory research
Objective and findings+
Objective
Determine which structures support verifiable decisions and which biological evidence can inform models without unjustified extrapolation.
Main findings
A synthetic experiment reduces full evaluations through certified reuse and decision bounds. The neural branch has measurements for calibration.
Current scope
No general advantage in computation time or machine learning has been shown, nor has a biologically validated neural architecture been established.
In developmentOCV001
Mathematics and structures
A study of convexifying a radial quartic function using a fixed linear actuator.
Manuscript in preparation
Objective and findings+
Objective
Characterize minimum energy and the role of the actuator’s rank and singular structure.
Main findings
A closed-form expression is obtained, together with a transition between an isotropic regime and one dominated by a single direction.
Current scope
The result applies to the specific problem studied; it is not a general nonconvex optimization solver.
In developmentAGM001
Mathematics and structures
Research on the relationship between violations of algebraic laws and the properties of distances constructed from them.
Theoretical development
Objective and findings+
Objective
Establish when an approximately algebraic structure allows the error of a metric construction to be bounded.
Main findings
Under isometric translations, a bound relative to a classical transformation is obtained; exact invariance recovers that known construction.
Current scope
The additional statistical contribution and its empirical usefulness remain open.
In developmentDRT001
Mathematics and structures
Formal research on how information changes when a detailed causal system is replaced by an aggregate representation.
Theoretical development
Objective and findings+
Objective
Decompose information loss and the effect of restrictions on response trees.
Main findings
In finite deterministic systems under the restrictions studied, an additional nonnegative term appears that a simpler identity omits.
Current scope
The result depends on those assumptions and is not a general causal discovery procedure.
In developmentARS001
Mathematics and structures
An exploration of multiprime signatures and p-adic distances for describing numerical structures under changes in representation.
Bounded exploration
Objective and findings+
Objective
Determine which information remains identifiable at finite precision and which transformations preserve the signature.
Main findings
Affine invariances and ultrametric properties are verified, alongside collisions between finite profiles. Decimal precision does not generally certify p-adic structure.
Current scope
The central identities have classical antecedents; an additional contribution has not been established.
In developmentAOA001
Mathematics and structures
A study of monotone perturbations on finite partially ordered sets and the algebraic defects they can reflect.
Theoretical development
Objective and findings+
Objective
Formulate a general criterion linking point perturbations to failures of right residuation.
Main findings
A general criterion for finite partially ordered sets is verified, with the previously examined Boolean cases following as consequences.
Current scope
The structural extension and the substance of an independent contribution still require development.
In developmentING001
Mathematics and structures
An analysis of geometric distance between Dirichlet distributions as their concentration increases.
Manuscript in preparation
Objective and findings+
Objective
Characterize global distances without artificially restricting admissible paths.
Main findings
For distinct fixed interior compositions, the work obtains logarithmic growth with concentration, together with upper and lower bounds.
Current scope
Equal compositions require separate treatment; the result does not automatically extend to the boundary.
In developmentITR001
Mathematics and structures
Research on what becomes unidentifiable when a directed graph is replaced by its reachability relation.
Theoretical development
Objective and findings+
Objective
Quantify ambiguity among generators and its consequences for paths of exact length.
Main findings
The same transitive closure and spectrum may correspond to exponentially many generators with different exact-length reachability properties.
Current scope
More general bounds and the scope beyond existing results remain under review.
In developmentSXP001
Mathematics and structures
A study of separating nearby Lee–Yang-type zeros from cumulant measurements with correlated noise.
Theoretical development
Objective and findings+
Objective
Establish resolution limits accounting for nuisance parameters and the first informative order surviving their elimination.
Main findings
A conditional lower bound is obtained, with its rate determined by that informative order.
Current scope
A matching upper bound and a validated physical application remain pending.
In developmentPLT001
Mathematics and structures
Research on the limits of justifying a law from observational regularities.
Conceptual development
Objective and findings+
Objective
Distinguish empirical identification from claims about interventions, necessity or modal structure.
Main findings
A possible impossibility formulation and a design for evaluating false laws have been delineated.
Current scope
There is no validated distinctive theorem or experimental result yet.
In developmentDGE001
Decisions, networks and operations
A study of decision formulations under uncertainty expressed through membership degrees and possibility sets.
Theoretical development
Objective and findings+
Objective
Identify when these formulations produce decisions that differ from those of existing robust models.
Main findings
The reductions and checks performed recover Choquet formulations or robust expectations over credal sets in the regime examined.
Current scope
An independent contribution beyond those known formulations has not yet been established.
In developmentHGR001
Decisions, networks and operations
A study of how representing multi-participant relationships as pairwise links may affect recovery and repair tasks.
Theoretical development
Objective and findings+
Objective
Connect the information lost in a projection to a concrete decision.
Main findings
Generic information loss is known; the work delineates which information would matter for the selected tasks.
Current scope
A decision bound and a specific advantage of higher-order representation have not yet been established.
In developmentCHG001
Decisions, networks and operations
Research on event representations that preserve documentary origin and legal status.
Bounded exploration
Objective and findings+
Objective
Determine when a hypergraph representation provides information or decision-making capabilities beyond relational alternatives.
Main findings
For the source-counting task evaluated, a relational database using the same algorithm produces the same answers.
Current scope
A specific advantage of hypergraphs has not yet been demonstrated.
In developmentMTA001
Education, society and technology
A study of signals of lag between versions and translations of software documentation.
Methodological review
Objective and findings+
Objective
Identify which temporal and semantic signals help prioritize editorial review.
Main findings
Disagreements detected between versions do not by themselves amount to confirmed errors. Human annotation is needed to assess their meaning.
Current scope
The accuracy and usefulness of the signals still await validation.
In developmentCGE001
Education, society and technology
A study of the conditions needed to compare affiliation and continuity behaviors across video game platforms.
Study reformulation
Objective and findings+
Objective
Distinguish conceptual equivalence from differences in data objects, histories and availability through public interfaces.
Main findings
The documentary pilot identifies asymmetries across three platforms. A simple conceptual mapping already explains some of the observed decision differences.
Current scope
Human validation and the added value of a new method remain pending.
In developmentURS001
Education, society and technology
A project with two distinct branches: FACI studies demands, resources, psychological capital and student well-being; PULSO addresses institutional resilience.
Collaborative study · internal review
Objective and findings+
Objective
Examine associations between resources, burnout and engagement while keeping individual and institutional scales separate.
Main findings
In FACI, resources and psychological capital are associated with lower burnout and greater engagement. Demands are associated with greater burnout; their relationship with engagement is uncertain.
Current scope
These are score-based associations. Latent measurement remains under review, and no confirmed institutional resilience findings are reported here.
On holdSGE001
Statistics and measurement
A study of higher moments and second-order approximations in hierarchical production frontiers.
Research line on hold following evaluation
Objective and findings+
Objective
Reduce aggregation errors and evaluate their impact on comparisons and decisions.
Main findings
Approximations improve in smooth regimes but may fail at threshold crossings; a later calibration also failed to meet the predefined criterion.
Current scope
No general certified improvement for policy decisions is established.
On holdOMR001
Statistics and measurement
A proposal for post-estimation correction operators with the option to revert to a safe reference.
Development on hold
Objective and findings+
Objective
Evaluate corrections on held-out tasks and establish conditions for transfer.
Main findings
Sufficient differentiation from existing model combinations and operator-based corrections has not been demonstrated.
Current scope
No general accuracy improvement or transfer guarantee is claimed.
On holdTCD001
Statistics and measurement
A study of how the selected variable set changes when observations are removed.
Research line on hold following evaluation
Objective and findings+
Objective
Characterize combinatorial witnesses of change and evaluate their computational cost.
Main findings
Nonmonotonic changes and connections to known combinatorial problems are identified.
Current scope
Novelty, computational advantage and some certificates were not sufficiently established to continue the candidate.
On holdOIF001
Statistics and measurement
Research on multiscale information in row order, exchangeability and serial dependence.
Development on hold
Objective and findings+
Objective
Distinguish meaningful order signals from artifacts of data representation.
Main findings
Connections with established tests have been identified, but a distinctive contribution remains open.
Current scope
There is no validated universal criterion for inferring order or dependence.
On holdORS001
Statistics and measurement
Research on changes in results when observations are permuted or separate validation views are used.
Development on hold
Objective and findings+
Objective
Isolate which sensitivity provides new information and which reproduces known phenomena.
Main findings
The review identifies substantial overlap with existing methods and does not establish an independent increment.
Current scope
There is no new general guarantee of robustness to order.
On holdEKS001
Artificial intelligence and learning
A study of reuse and resampling certificates intended to accelerate computation without changing the resulting path.
Research line on hold following evaluation
Objective and findings+
Objective
Evaluate exact preservation and computation-time gains together.
Main findings
Across 72 runs, exact consistency is preserved, but median total runtime worsens by approximately 17.7%.
Current scope
Exactness did not translate into practical acceleration in the experiment evaluated.
On holdLMI001
Artificial intelligence and learning
A study of clustering formulations inspired by tension, lifting and mechanical systems.
Research line on hold following evaluation
Objective and findings+
Objective
Determine whether the mechanical component produces a distinguishable effect against matched kernel controls.
Main findings
The screening analysis found no mechanical component that survived those controlled comparisons.
Current scope
The mechanical analogy alone does not establish an algorithmic advantage.
On holdCTG001
Artificial intelligence and learning
A study of how statistical assistants interpret ambiguous tasks and what happens when they request clarification.
Research line on hold following evaluation
Objective and findings+
Objective
Distinguish errors in framing the problem from subsequent execution errors.
Main findings
Across 360 runs, silent framing errors are observed. In the 57 clarified cases, the estimand was correct, but only 50 executions were correct.
Current scope
Clarification does not eliminate all errors, and the checklist does not universally outperform a generic ask-or-act strategy.
On holdSVMF001
Artificial intelligence and learning
A study of support vector machine variants and locally adaptive decision boundaries.
Research line on hold following evaluation
Objective and findings+
Objective
Examine stability and added value against comparable references.
Main findings
Exploratory improvements depend strongly on the regime. The final comparison did not support the required added value.
Current scope
General superiority in robustness or classification is not claimed.
On holdSPD001
Artificial intelligence and learning
An exploration of orthogonal, tangential and depth components in nearest-neighbor methods.
Development on hold
Objective and findings+
Objective
Determine whether this decomposition adds information beyond feature lines, hulls and depth measures.
Main findings
A comparison isolating a specific contribution remains pending.
Current scope
No improvement in predictive accuracy has been validated.
On holdIHA001
Artificial intelligence and learning
An exploration of architectures with multiple algebraic structures and certificates of observational identifiability.
Development on hold
Objective and findings+
Objective
Determine which architectures can be distinguished through observations and how to guide their search.
Main findings
The review does not establish an independent result beyond architecture search and search over equivalence classes.
Current scope
No superiority in learning has been validated.
On holdHFN001
Artificial intelligence and learning
An exploration of compositional units and operator grammars for adapting a learning model’s structure.
Research line on hold following evaluation
Objective and findings+
Objective
Examine whether functional growth improves allocation of a computational budget.
Main findings
Some early improvements depend on the regime; the decisive comparison against matched references did not meet the predefined primary criterion.
Current scope
General superiority of the approach has not been established.
On holdHDP001
Artificial intelligence and learning
A proposal for predictive models of persistence and dropout in higher education.
Design pending
Objective and findings+
Objective
Specify the population, outcome and admissible data before evaluating risk models.
Main findings
The project remains at the stage of defining its design and dataset.
Current scope
No predictive model or performance in a student population has been validated.
On holdHQF001
Artificial intelligence and learning
An exploration of anisotropic resolution fields for representing uncertainty and abstention decisions.
Methodological assessment on hold
Objective and findings+
Objective
Test whether the representation adds information beyond local metrics and prototype-based methods.
Main findings
Available comparisons do not establish a residual gain over those references.
Current scope
The formulation is computational and makes no claim about quantum physical phenomena.
On holdPVS001
Artificial intelligence and learning
An exploration of execution receipts, verifiable replay and idempotence in research systems.
Development on hold
Objective and findings+
Objective
Evaluate which guarantees can be preserved when processes are repeated and their provenance reconstructed.
Main findings
The review does not establish a distinctive contribution beyond known mechanisms.
Current scope
The operational usefulness of those mechanisms does not by itself constitute a new scientific contribution.
On holdSQA001
Artificial intelligence and learning
An exploration of criteria for determining whether a report’s claim can be supported by its evidence.
Development on hold
Objective and findings+
Objective
Connect a claim’s content, source and certification conditions.
Main findings
The review finds overlap with existing verification methods and does not establish an independent contribution.
Current scope
The reserved confirmatory set remains unopened; no confirmatory validation is available.
On holdRRS001
Mathematics and structures
A study of digit covariances and finite corrections associated with residue classes.
Supporting theoretical research
Objective and findings+
Objective
Derive exact expressions and determine which part extends beyond available counting identities.
Main findings
Exact finite-correction formulas are verified, although the general counting mechanism has known antecedents.
Current scope
The line remains as theoretical support, with no independent manuscript currently in the editorial process.
On holdRTK001
Mathematics and structures
An exploration of nested knots and the length needed to represent them as tubes without self-intersection.
Development on hold
Objective and findings+
Objective
Construct feasible configurations and assess what can be claimed about their bounds and optimality.
Main findings
A feasible upper bound is available for a depth-one configuration.
Current scope
Neither stationarity nor optimality is certified, and no general recursive flow law has been established.
On holdMRT001
Mathematics and structures
A conceptual exploration of invariants across formalisms and possible structures preceding a geometric description.
Conceptual development on hold
Objective and findings+
Objective
Specify which claims can be formulated and tested within defined mathematical frameworks.
Main findings
The work remains at the conceptual organization stage, without an empirically tested physical theory.
Current scope
It is not presented as a validated unified theory or as experimental evidence.
On holdEQO001
Decisions, networks and operations
An exploration of formulations connecting equilibrium operators, variational inequalities and welfare criteria.
Development on hold
Objective and findings+
Objective
Identify a formal relationship yielding results beyond existing approaches.
Main findings
The formulation reviewed combines known components without yet establishing an independent theorem.
Current scope
No empirical findings or new general equilibrium solution are reported.
On holdGHT001
Education, society and technology
A proposal for longitudinal analysis of conversations and learning processes mediated by artificial intelligence.
Design pending
Objective and findings+
Objective
Define valid measures of AI use and its relationship to educational activities.
Main findings
Construct definitions and the conditions governing data use remain pending.
Current scope
No empirical findings are available.
On holdMIM001
Education, society and technology
A proposal for multilingual, cross-platform analysis of moral discourse associated with role-playing games.
Design pending
Objective and findings+
Objective
Distinguish moral content from nostalgia, emotional evaluation and franchise effects.
Main findings
The need for a validated coding scheme and comparable controls has been delineated.
Current scope
No empirical findings are available yet.
On holdTQC001
Education, society and technology
A research proposal on teaching quality and educational evidence.
Design pending
Objective and findings+
Objective
Define the dimension to be estimated, the instruments and the conditions governing data use.
Main findings
The project continues to define its constructs, sources and data governance.
Current scope
No teaching evaluation findings or validated models have been produced.
ArchivedEDC001
Economics, development and public data
Research on how economic and environmental decoupling results respond to measurement choices.
Research line closed
Objective and findings+
Objective
Test whether the central claim survives audits and alternative specifications.
Main findings
The evaluation did not support the main claim, and the line was closed as an independent manuscript; data and audit resources remain.
Current scope
No positive decoupling result is presented from this line of research.
ArchivedNLOC001
Statistics and measurement
An evaluation of stability and capacity in a family of models with nested log-odds transformations.
Candidate closed
Objective and findings+
Objective
Compare the proposal with a reference using a predefined advancement criterion.
Main findings
After 23 of the 36 planned results, a bound established that the advancement criterion could no longer be reached.
Current scope
The candidate was closed; the early stop is not interpreted as favorable evidence.
ArchivedCTS001
Mathematics and structures
A study of digit reconstruction, local correlations and joint effects of carries in arithmetic systems.
Research line closed
Objective and findings+
Objective
Identify higher-order structures not captured by local correlations.
Main findings
The audit of the general construction finds reductions to known identities.
Current scope
A sufficient independent contribution to sustain the manuscript was not established.
ArchivedHRM001
Mathematics and structures
An exploration of structural representations for learning using ideas from harmonic analysis and Riemannian geometry.
Research line closed
Objective and findings+
Objective
Identify a provable central claim with value beyond existing methods.
Main findings
The final evaluation did not support an independent main contribution, and the research line was closed.
Current scope
No validated method or learning advantage is reported.