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82 changes: 82 additions & 0 deletions src/_data/research/claims-2026-07-23.yml
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- id: article-one-assistance-modality
article: rights-and-definitions-of-the-way.article-one
stance: mixed
status: systematic-review
claim: "Cash, vouchers, and in-kind food can each support emergency food security, while their relative effectiveness and efficiency depend on markets, security, delivery capacity, recipient selection, and the outcome being optimized."
source_ids:
- doocy-tappis-2017-humanitarian-cash
limitation: "The review found sparse, generally low-quality effectiveness evidence through November 2014 and does not establish a universal assistance modality, contribution rule, or justified exclusion."

- id: article-two-autonomy-meta-analysis
article: rights-and-definitions-of-the-way.article-two
stance: support
status: meta-analytic
claim: "Across health contexts, autonomy support, psychological-need satisfaction, and autonomous motivation are positively related to sustained health behavior and beneficial mental and physical health outcomes."
source_ids:
- ng-et-al-2012-sdt-meta-analysis
limitation: "The meta-analysis concerns heterogeneous healthcare and health-promotion settings; it does not prove every duty in Article Two or make coercion compatible with autonomous motivation."

- id: article-two-care-duty-burden
article: rights-and-definitions-of-the-way.article-two
stance: dissent
status: meta-analytic-limit
claim: "Necessary unpaid care can transfer anxiety and depression risk to caregivers, so survival duties cannot be allocated as though caregivers possess unlimited time, health, or support."
source_ids:
- magana-et-al-2020-unpaid-caregivers-lmic
limitation: "The review includes 14 observational studies across diverse low- and middle-income settings; it does not show that caregiving is intrinsically harmful or prescribe one allocation system."

- id: article-three-forgiving-reciprocity
article: rights-and-definitions-of-the-way.article-three
stance: mixed
status: theory-evidence-synthesis
claim: "Repeated interaction can sustain cooperative reciprocity, but strict act-for-act retaliation is error-sensitive; concurrent social crosstalk can spread defection and require bounded forgiveness or other error-correcting strategies."
source_ids:
- rossetti-hilbe-2024-direct-reciprocity
- reiter-et-al-2018-reciprocity-crosstalk
limitation: "The evidence comes mainly from stylized games, mathematical models, and simulations; it neither establishes consent to retaliation nor instructs anyone to forgive or remain exposed to abuse."

- id: article-four-plain-language-boundary
article: rights-and-definitions-of-the-way.article-four
stance: mixed
status: experimental
claim: "Plain-language redrafting can improve non-expert comprehension of legal contracts, but language simplification alone leaves substantial misunderstanding when complex concepts conflict with prior knowledge and beliefs."
source_ids:
- masson-waldron-1994-legal-contract-comprehension
limitation: "The controlled study concerns legal contracts rather than all law; it supports instruction and comprehension checks, not the assumption that publication or simplified wording guarantees knowledge."

- id: article-five-task-specific-capacity
article: rights-and-definitions-of-the-way.article-five
stance: limit
status: medicolegal-review
claim: "Decision-making capacity is ordinarily task-specific and dynamic, requiring understanding, appreciation, reasoning, and a consistent choice free from coercion; global status tests can erase retained capacities and autonomy."
source_ids:
- zietlow-et-al-2022-guardianship-capacity
limitation: "The review concerns United States clinical and guardianship practice, not political adulthood; medical decision-making capacity and equal legal status remain distinct questions."

- id: article-six-collective-intelligence-dispute
article: rights-and-definitions-of-the-way.article-six
stance: mixed
status: contested-replication
claim: "Small groups show stable differences in collective performance, but experiments conflict over whether conversational equality and social sensitivity or the cognitive ability of members best explains those differences."
source_ids:
- woolley-et-al-2010-collective-intelligence
- bates-gupta-2017-group-intelligence
limitation: "Both research programs use small experimental groups and selected tasks; their disagreement does not validate twelve-person circles, singular emergency leadership, or any authority derived from violence."

- id: article-seven-standard-terminology-outcomes
article: rights-and-definitions-of-the-way.article-seven
stance: mixed
status: low-certainty-meta-analysis
claim: "Shared professional terminology can improve documentation, coordination, prediction, knowledge, self-efficacy, and some outcomes, while current causal evidence remains low-certainty and methodologically heterogeneous."
source_ids:
- bertocchi-et-al-2023-standardized-terminologies
limitation: "The review concerns recognized nursing terminologies usually embedded in larger interventions; it does not establish that imposed definitions are neutral or sufficient in ordinary conversation."

- id: article-eight-decision-aids
article: rights-and-definitions-of-the-way.article-eight
stance: support
status: high-certainty-review
claim: "Decision aids that make options explicit and communicate benefits, harms, probabilities, and personal values help adults make more informed, active, values-congruent health choices without increasing decision regret."
source_ids:
- stacey-et-al-2024-decision-aids
limitation: "The review concerns health treatment and screening decisions; it does not create a universal consent standard, and evidence on adherence, resource effects, and resource-limited settings remains incomplete."
10 changes: 10 additions & 0 deletions src/_data/research/ledger-manifest.json
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{
"sources": [
"src/_data/research/sources.yml",
"src/_data/research/sources-2026-07-23.yml"
],
"claims": [
"src/_data/research/claims.yml",
"src/_data/research/claims-2026-07-23.yml"
]
}
131 changes: 131 additions & 0 deletions src/_data/research/sources-2026-07-23.yml
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@@ -0,0 +1,131 @@
- id: doocy-tappis-2017-humanitarian-cash
title: "Cash-based approaches in humanitarian emergencies: a systematic review"
authors: "Shannon Doocy; Hannah Tappis"
year: 2017
publication: "Campbell Systematic Reviews"
type: systematic review
doi: "10.4073/csr.2017.17"
url: "https://doi.org/10.4073/csr.2017.17"
reviewed_on: "2026-07-23"
relevance: "Reviews effectiveness, efficiency, and implementation evidence for cash transfers, vouchers, and in-kind assistance in humanitarian emergencies, including food-security outcomes and context-dependent delivery tradeoffs."
boundary: "The effectiveness evidence was sparse and generally low quality, with searches ending in November 2014; no transfer modality was universally superior across emergencies."

- id: ng-et-al-2012-sdt-meta-analysis
title: "Self-Determination Theory Applied to Health Contexts: A Meta-Analysis"
authors: "Johan Y. Y. Ng; Nikos Ntoumanis; Cecilie Thøgersen-Ntoumani; Edward L. Deci; Richard M. Ryan; Joan L. Duda; Geoffrey C. Williams"
year: 2012
publication: "Perspectives on Psychological Science 7(4):325-340"
type: peer-reviewed meta-analysis
doi: "10.1177/1745691612447309"
url: "https://doi.org/10.1177/1745691612447309"
reviewed_on: "2026-07-23"
relevance: "Synthesizes 184 independent data sets connecting practitioner autonomy support, psychological-need satisfaction, autonomous motivation, health behavior, and mental and physical health outcomes."
boundary: "The evidence is heterogeneous and concentrated in healthcare and health-promotion settings; it does not validate every duty in Article Two or make coercion effective elsewhere."

- id: magana-et-al-2020-unpaid-caregivers-lmic
title: "Health outcomes of unpaid caregivers in low- and middle-income countries: A systematic review and meta-analysis"
authors: "Irene Magaña; Pablo Martínez; María-Soledad Loyola"
year: 2020
publication: "Journal of Clinical Nursing 29(21-22):3950-3965"
type: systematic review and meta-analysis of observational studies
doi: "10.1111/jocn.15450"
url: "https://doi.org/10.1111/jocn.15450"
reviewed_on: "2026-07-23"
relevance: "Reviews 14 studies from Africa, Asia, and South America and finds that unpaid caregivers of people with ill-health were generally more anxious and depressed than noncaregivers, with important regional and gender variation."
boundary: "The evidence is observational, geographically sparse, and culturally heterogeneous; it does not show that care is intrinsically harmful or determine how necessary care should be shared."

- id: rossetti-hilbe-2024-direct-reciprocity
title: "Direct reciprocity among humans"
authors: "Charlotte S. L. Rossetti; Christian Hilbe"
year: 2024
publication: "Ethology"
type: peer-reviewed theory-and-evidence review
doi: "10.1111/eth.13407"
url: "https://doi.org/10.1111/eth.13407"
reviewed_on: "2026-07-23"
relevance: "Compares repeated-game theory with experiments involving human participants, finding that models often predict when cooperation occurs better than the particular reciprocal strategies people use."
boundary: "The reviewed experiments use stylized games and incentives; they do not establish real-world consent to retaliation or justify mirroring harmful conduct."

- id: reiter-et-al-2018-reciprocity-crosstalk
title: "Crosstalk in concurrent repeated games impedes direct reciprocity and requires stronger levels of forgiveness"
authors: "Johannes G. Reiter; Christian Hilbe; David G. Rand; Krishnendu Chatterjee; Martin A. Nowak"
year: 2018
publication: "Nature Communications 9:555"
type: peer-reviewed mathematical and simulation study
doi: "10.1038/s41467-017-02721-8"
url: "https://doi.org/10.1038/s41467-017-02721-8"
reviewed_on: "2026-07-23"
relevance: "Models how experience in one concurrent relationship can spill into another, spreading defection and making strict Tit-for-Tat brittle while bounded forgiveness can preserve cooperation."
boundary: "This is a formal model supported by simulations, not a direct field trial; forgiveness in a repeated game is not an instruction to remain exposed to abuse."

- id: masson-waldron-1994-legal-contract-comprehension
title: "Comprehension of legal contracts by non-experts: Effectiveness of plain language redrafting"
authors: "Michael E. J. Masson; Mary Anne Waldron"
year: 1994
publication: "Applied Cognitive Psychology 8(1):67-85"
type: peer-reviewed experiment
doi: "10.1002/acp.2350080107"
url: "https://doi.org/10.1002/acp.2350080107"
reviewed_on: "2026-07-23"
relevance: "Finds that simplified words and sentence structure improved non-experts' paraphrasing and question-answering about legal contracts."
boundary: "Absolute comprehension remained low and complex legal concepts still conflicted with prior beliefs; contract experiments do not establish comprehension of every law."

- id: zietlow-et-al-2022-guardianship-capacity
title: "Guardianship: A medicolegal review for clinicians"
authors: "Kahli Zietlow; Leslie Dubin; Alethia Battles; Caroline Vitale"
year: 2022
publication: "Journal of the American Geriatrics Society"
type: peer-reviewed medicolegal review
doi: "10.1111/jgs.17797"
url: "https://doi.org/10.1111/jgs.17797"
reviewed_on: "2026-07-23"
relevance: "Describes decision-making capacity as task-specific and dynamic, requiring understanding, appreciation, reasoning, and a consistent choice free from coercion, while emphasizing alternatives to and reassessment of guardianship."
boundary: "The review concerns United States clinical and guardianship practice, where state law varies; medical capacity is not identical to legal capacity or political adulthood."

- id: woolley-et-al-2010-collective-intelligence
title: "Evidence for a collective intelligence factor in the performance of human groups"
authors: "Anita Williams Woolley; Christopher F. Chabris; Alex Pentland; Nada Hashmi; Thomas W. Malone"
year: 2010
publication: "Science 330(6004):686-688"
type: peer-reviewed group experiments
doi: "10.1126/science.1193147"
url: "https://doi.org/10.1126/science.1193147"
reviewed_on: "2026-07-23"
relevance: "In two studies with 699 people working in groups of two to five, identifies a general group-performance factor associated with social sensitivity and more equal conversational turn-taking."
boundary: "The experiments used small groups and selected tasks; the proposed predictors were challenged by later replication work and do not validate any fixed circle size or authority structure."

- id: bates-gupta-2017-group-intelligence
title: "Smart groups of smart people: Evidence for IQ as the origin of collective intelligence in the performance of human groups"
authors: "Timothy C. Bates; Shivani Gupta"
year: 2017
publication: "Intelligence 60:46-56"
type: peer-reviewed replication and model test
doi: "10.1016/j.intell.2016.11.004"
url: "https://doi.org/10.1016/j.intell.2016.11.004"
reviewed_on: "2026-07-23"
relevance: "Across three studies with 312 people, reports that individual cognitive ability explained most group-performance differences while gender balance, turn-taking, and social sensitivity did not explain the latent group factor."
boundary: "These studies challenge rather than erase the original findings; they use small experimental groups and do not establish that interaction processes are irrelevant in real institutions."

- id: bertocchi-et-al-2023-standardized-terminologies
title: "Impact of standardized nursing terminologies on patient and organizational outcomes: A systematic review and meta-analysis"
authors: "Luca Bertocchi; Angelo Dante; Carmen La Cerra; Vittorio Masotta; Alessia Marcotullio; Dorothy Jones; Cristina Petrucci; Loreto Lancia"
year: 2023
publication: "Journal of Nursing Scholarship 55(6):1126-1153"
type: systematic review and meta-analysis
doi: "10.1111/jnu.12894"
url: "https://doi.org/10.1111/jnu.12894"
reviewed_on: "2026-07-23"
relevance: "Reviews 53 reports on recognized standardized nursing terminologies and finds associations or improvements across documentation, prediction, knowledge, self-efficacy, readmission, and other patient or organizational outcomes."
boundary: "GRADE certainty was very low to low, most studies were observational, and terminology was often embedded in larger interventions; causal effects remain uncertain."

- id: stacey-et-al-2024-decision-aids
title: "Decision aids for people facing health treatment or screening decisions"
authors: "Dawn Stacey et al."
year: 2024
publication: "Cochrane Database of Systematic Reviews 2024(1):CD001431"
type: Cochrane systematic review of randomized controlled trials
doi: "10.1002/14651858.CD001431.pub6"
url: "https://doi.org/10.1002/14651858.CD001431.pub6"
reviewed_on: "2026-07-23"
relevance: "Synthesizes 209 trials with 107,698 adults and finds that decision aids increase knowledge, accurate risk perceptions, active participation, and informed values-congruent choices without increasing decision regret."
boundary: "The review concerns health treatment and screening decisions, with evidence current to March 2022; adherence, resource effects, and representation of resource-limited countries remain incomplete."
44 changes: 34 additions & 10 deletions src/_data/research_data.js
Original file line number Diff line number Diff line change
Expand Up @@ -5,27 +5,27 @@ import yaml from 'js-yaml';
// id: article_lab_research_data_adapter
// module_name: research_data
// module_kind: adapter
// summary: Loads the reviewed research source and claim ledgers into one explicit Eleventy global-data object.
// summary: Loads manifest-declared reviewed research source and claim ledgers into one explicit Eleventy global-data object.
// owner: Erin Spencer
// public_surface: research_data.sources, research_data.claims
// internal_surface: readYamlList
// internal_surface: validateLedgerPaths, readYamlList, readYamlLedgers
// auth_boundary: none
// storage_boundary: read
// storage_boundary: read the repository-owned research manifest and its declared YAML ledgers
// network_boundary: none
// user_data_boundary: none
// admin_only: false
// tests: tests/research-ledger.test.mjs, tests/generated-site.test.mjs
// rollout: loaded automatically by Eleventy from src/_data/research_data.js
// rollback: restore direct template access after proving nested YAML data resolution
// rollback: restore direct two-file reads and remove the manifest-declared tranche files
// === END MODULE_BUILD ===
// Usage: reference `research_data.sources` and `research_data.claims` in Nunjucks templates.
// Limits: this adapter exposes reviewed ledger content only; it does not infer stance, truth, or source relevance.
// Usage: add a repository-local YAML ledger path to ledger-manifest.json, then reference `research_data.sources` and `research_data.claims` in Nunjucks templates.
// Limits: this adapter exposes reviewed ledger content only; it does not infer stance, truth, source relevance, or evidentiary weight.

// === BOUNDARIES ===
// id: article_lab_research_data_storage_boundary
// summary: Reads repository-owned YAML ledgers during static-site generation and returns parsed arrays.
// summary: Reads allowlisted repository-local YAML ledgers during static-site generation and returns parsed arrays.
// auth_boundary: none
// storage_boundary: read
// storage_boundary: read beneath src/_data/research only
// network_boundary: none
// user_data_boundary: none
// admin_only: false
Expand All @@ -35,16 +35,40 @@ import yaml from 'js-yaml';
// owner: Erin Spencer
// === END BOUNDARIES ===

const manifestPath = 'src/_data/research/ledger-manifest.json';
const ledgerPathPattern = /^src\/_data\/research\/[a-z0-9][a-z0-9.-]*\.yml$/;

function validateLedgerPaths(paths, kind) {
if (!Array.isArray(paths) || paths.length === 0) throw new TypeError(`${kind} ledger manifest must contain at least one path`);
if (new Set(paths).size !== paths.length) throw new TypeError(`${kind} ledger manifest paths must be unique`);
for (const path of paths) {
if (typeof path !== 'string' || !ledgerPathPattern.test(path)) {
throw new TypeError(`${kind} ledger path must remain beneath src/_data/research and end in .yml: ${String(path)}`);
}
}
return paths;
}

async function readYamlList(path) {
const parsed = yaml.load(await readFile(path, 'utf8'));
if (!Array.isArray(parsed)) throw new TypeError(`${path} must contain a YAML list`);
return parsed;
}

async function readYamlLedgers(paths, kind) {
const validatedPaths = validateLedgerPaths(paths, kind);
const ledgers = await Promise.all(validatedPaths.map(readYamlList));
return ledgers.flat();
}

export default async function researchData() {
const manifest = JSON.parse(await readFile(manifestPath, 'utf8'));
if (!manifest || typeof manifest !== 'object' || Array.isArray(manifest)) throw new TypeError(`${manifestPath} must contain a JSON object`);

const [sources, claims] = await Promise.all([
readYamlList('src/_data/research/sources.yml'),
readYamlList('src/_data/research/claims.yml')
readYamlLedgers(manifest.sources, 'source'),
readYamlLedgers(manifest.claims, 'claim')
]);

return { sources, claims };
}
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