【270Year-Cycle:Triple Cycle Detailed Analysis】Japan Edition — Chapter 6 (Revised) The 270 Years from 1600 to 1870 AD, Read Through the 83-, 90-, and 55-Year Cycles

【Triple Cycle Detailed Analysis】Japan Edition — Chapter 6 (Revised)

The 270 Years from 1600 to 1870 AD, Read Through the 83-, 90-, and 55-Year Cycles

Subtitle: Seven-Chapter Consecutive Pattern Confirmed — Nagashino, Genroku, and the Meiji Restoration Precisely Align with Triple-Cycle Nodes

— Chapter period changed to AD 1600–1870 / 55-year cycle origin maintained at AD 1520 —

⚠️ This article is an analytical essay based on triple-cycle theory. It does not predict or guarantee the occurrence of specific events. Some correspondences with historical facts include points on which scholarly opinion varies.

About This Revision — The “Independent 55-Year Origin” Problem: A Second Case

In this revision, following Chapter 3, a second case was confirmed in Chapter 6 where “the 55-year cycle’s origin operates independently from the 270-year macro-cycle.” However, while Chapter 3’s gap was 14 years, Chapter 6’s gap expands dramatically to 80 years.

Precision Verification: Comparing the Two Origins

Previous 55-yr origin (AD 1520) Revised 55-yr origin (AD 1600)
55-year mean error 3.1 years 4.8 years
55-yr within ±5 years 6 consecutive 4 times
Nagashino (1575) ±0 years ✅ +25 years (1600 node)
Genroku culture (1688) +3 years ✅ +2 years ✅
Perry’s arrival (1853) +3 years ✅ +4 years ✅
Chapter-end convergence (1870) 83-yr / 90-yr / 270-yr scattered 90-yr node = 270-yr endpoint = Meiji Restoration (−2 yr) ✅
📌 Revised Version Policy
【Chapter Period】Changed to AD 1600–1870 (270 years)
 Priority on alignment with macro-cycle Period 6 and maintaining the chapter-end convergence pattern
【55-Year Cycle Origin】Maintained at AD 1520
 No reason to sacrifice precision for alignment
 Documented as the second case of “independent 55-year cycle origin”
【Meaning of the 80-Year Gap】
 Chapter 3 (14-year gap): “Emperor Kanmu’s economic reforms preceded the macro-cycle by 14 years”
 Chapter 6 (80-year gap): “The economic collapse of late Muromachi (post-Ōnin War) bottomed out around 1520, and the 55-year cycle began operating 80 years before Sekigahara (1600)”

Why Does Chapter 6’s 55-Year Cycle Begin at AD 1520?

As confirmed at Chapter 5’s end, the 55-year cycle’s Node 5 was 1605 (origin 1330). Chapter 6’s 55-year origin (1520) does not lie on Chapter 5’s 55-year extension — meaning the 55-year cycle was “reset” in Chapter 6.

What constituted an “economic transition” around AD 1520? About 40 years after the Ōnin War’s end (1477), Sengoku daimyō had begun managing their own “economic zones.” Abolishing toll barriers, pioneering free markets (rakuichi-rakuza), developing harbors — each daimyō began building “small national economies.” This became the 55-year cycle’s new origin.

📌 New Discovery: “The 55-Year Cycle Resets”
The 55-year cycle does not reset in sync with the macro-cycle (270-year) transitions, but resets at “the point when actual economic transition occurs.”
Chapters 1–2: 270-year macro-cycle origin and 55-year origin aligned (no reset)
Chapter 3: 14-year gap (55-year cycle preceded the 270-year transition by 14 years)
Chapter 5–6 boundary: 80-year gap (55-year cycle reset from the establishment of Sengoku daimyō economies (1520) in Chapter 6)
→ The 55-year cycle follows “economic reality.” Independent of political/power transitions (270-year cycle), “economic logic” resets first.

Introduction — Seven-Chapter Consecutive Pattern Confirmed, with Three “Zero-Error” Alignments

Chapter 6 (1600–1870) is where the seven-chapter consecutive pattern — “55-year × 3 and 83-year × 2 overlap within 1 year” — is confirmed. And three “zero-error” alignments emerged.

Chapter 6’s Three “Zero-Error” Alignments
① 55-year Node 1 (1575) = Battle of Nagashino (1575) — ±0 years
② 83-year Node 1 (1603) = Tokugawa shogunate established (1603) — ±0 years
③ 90-year Node 3 (1870) = 270-year macro-cycle endpoint (1870) = Meiji Restoration (1868) — −2 years
The “chapter-end 90-year node = 270-year endpoint” pattern confirmed across six chapters is perfectly maintained in Chapter 6.

With the 55-year origin at AD 1520, a mean error of 3.1 years — extraordinarily high precision — is confirmed. Nagashino (±0), Genroku (+3), Kyōhō (+5), Kansei (−2), Perry (+3) — six consecutive nodes within ±5 years is the highest precision across this entire series.

Section 0 (New): AD 1600–1615 — From the Macro-Cycle Transition to the Toyotomi Clan’s Destruction

The 15 years from the 270-year macro-cycle’s 6th transition point (AD 1600) to the Toyotomi clan’s destruction (1615). The classic transitional structure of “the old order’s last resistance and the new order’s establishment” is compressed within.

AD 1600: Sekigahara Was “the 270-Year Macro-Cycle’s Transition Point”

As confirmed at Chapter 5’s end, AD 1600 is the 270-year cycle’s 6th transition point and the 90-year Node 3 (±0 years). That the Battle of Sekigahara perfectly aligns with this transition provides grounds for reading this battle not as “historical accident” but as “structural necessity.”

📌 1600–1615: 15 Years of Transitional Structure
AD 1600: Battle of Sekigahara (270-year macro-cycle transition = 90-year Node 3, ±0 years)
AD 1603: Tokugawa shogunate established (+3 years from transition; 83-year Node 1, ±0 years)
AD 1615: Siege of Osaka — Toyotomi clan destroyed (+15 years from transition)
→ “Macro-cycle transition (1600) → institutional establishment (1603) → old order’s final destruction (1615)” — these 15 years form Chapter 6’s “Section 0.” This structure mirrors the “transition → tipping point → old regime’s end” pattern repeated in every chapter.

Section 1: The Triple Cycle Blueprint

Two Origins Running in Parallel

Cycle Origin Node 1 Node 2 Node 3 Node 4 Node 5
55-year (independent) AD 1520 1575 1630 1685 1740 1795
83-year AD 1600 1683 1766 1849
90-year AD 1600 1690 1780 1870 (chapter end)
270-year macro AD 1870 (chapter end)
Seven-Chapter Consecutive Pattern (55×3 vs 83×2)
55-year origin AD 1520: 55×3 = 1685
83-year origin AD 1600: 83×2 = 1766
→ 81-year gap (reflecting the 80-year origin offset)
【Important】The seven-chapter pattern holds “when the 55-year origin is aligned”
55-year origin AD 1600: 55×3 = 1765, 83×2 = 1766 (1-year gap) → Tanuma Okitsugu (1767)
However, since the high precision of 55-year origin AD 1520 cannot be sacrificed, both are documented within the framework of “the 55-year cycle’s independent origin.”

Section 2: Analysis of the 1st Period (1600–1683/1690) — The 55-Year Cycle Captured “Nobunaga’s Destruction”

1575 — 55-Year Node 1: “Establishment of the Firearms Economy” ±0 Years

The 55-year Node 1 falls at 1575 — a perfect match with the Battle of Nagashino. This node predates the chapter period (1600–1870) by 25 years, but counts as Node 1 from the 55-year independent origin (1520).

Reading Nagashino’s economic significance through the 55-year lens: over the 32 years from firearms’ introduction (1543) to 1575, they transformed from “exotic foreign curiosities” to “the star of the war economy.” This transition required enormous economic investment — manufacturing firearms, procuring gunpowder (importing saltpeter), training and maintaining arquebusier infantry.

📌 1575: “The Establishment Point of the Firearms Economy”
55-year Node 1 (1575): “The transition point when firearms became the star of Japan’s military economy”
After this transition, a new economic logic began dominating Japan: “the daimyō with the financial power to procure and maintain large quantities of firearms wins.”
The 3 years around 1575 (1573–1575):
 1573: Muromachi shogunate falls (old order’s final destruction)
 1575: Nagashino (±0 years — firearms economy established)
→ The old order’s destruction and the new economic principle’s establishment occurred simultaneously.

1603 — 83-Year Node 1: “Tokugawa Shogunate Established” ±0 Years

The 83-year Node 1 falls at 1603 — a perfect match with the Tokugawa shogunate’s founding.

From the 55-year Node 1 (1575, firearms economy established) to the 83-year Node 1 (1603, shogunate founded) spans 28 years — the time traversed by three unifiers: “Nobunaga’s destruction (died 1582) → Hideyoshi’s experimentation (died 1598) → Ieyasu’s design (completed 1603).”

“28 years from economic transition (55-year, 1575) to institutional completion (83-year, 1603)” — a quantification of the law “economics leads, institutions follow.” In modern terms, this corresponds to the time lag from “a new technology’s establishment” to “the completion of institutions and laws built on it.”

1630 — 55-Year Node 2: “Sakoku Economy Established” and the Shimabara Rebellion

The 55-year Node 2 falls at 1630 — 5 years before the sankin-kōtai (alternate attendance) system’s formalization (1635), 7 years before the Shimabara Rebellion (1637).

Reading 1630 as an “economic transition point”: this period saw the shogunate’s sakoku (national seclusion) policy take full effect — “the transition point when Japan’s economy completed its severance from the outside and became self-sustaining as an internal-circulation economy.”

The Shimabara Rebellion 7 years later (1637) can be read as “the first eruption of the sakoku economic model’s contradictions.” The economic problem of peasant hardship took the form of religious resistance. The 7-year gap between “sakoku economy established (1630) → its contradictions erupting (1637)” is evidence that the 55-year cycle captures “the simultaneous advance of institutional establishment and its contradictions.”

1683 and 1690 — The 83-/90-Year Node 1s and “the Run-Up to Genroku”

The 83-year Node 1 (1683) and 90-year Node 1 (1690) overlap within a 7-year gap. These 7 years correspond to the period just before Genroku culture.

Around 1683 (83-year Node 1) was the early reign of Shōgun Tsunayoshi — 2 years before the Laws of Compassion for Living Things (1685). Read as an 83-year transition in “values and civilization,” this is when the shift “from military governance to civil governance” was confirmed. 1690 (90-year Node 1) was Genroku 2 — the year Genroku culture began to fully flourish.

Section 3: Analysis of the 2nd Period (1683–1766/1780) — Completing the Seven-Chapter Pattern

Between the 55-year Node 3 (1685) and 83-year Node 2 (1766) lies an 81-year gap — a direct result of the 55-year cycle’s independent origin (80-year offset). Yet each precisely aligns with important transitions: “the establishment of the merchant economy” and “the beginning of the Tanuma era.”

1685 — 55-Year Node 3: “Merchant Economy Established — the Eve of Genroku” +3 Years

The 55-year Node 3 (1685) falls 3 years before Genroku culture (1688).

Reading 1685 as an “economic transition point”: the Genroku economy’s defining feature (1688–1704) was “merchants and townspeople became the economy’s protagonists.” Warriors concentrated in Edo through sankin-kōtai, and the merchants who supported their consumption accumulated wealth. Under the pretense of a rice-standard economy, a monetary economy was actually spreading across all of Japan.

📌 1685–1688: A 3-Year Chain of “Economy → Civilization → Culture”
1685: 55-year Node 3 — “The confirmation point when the merchant economy substantively surpassed the warrior economy”
1686: The year before Genroku 1 (beginning of civilizational transition)
1688: Genroku 1 — “the explosion of townspeople’s culture”
→ “Economic transition (55-year, 1685) triggers civilizational transition, followed by cultural explosion (1688)” — the most precise example of this sequence.
1685 (55-year Node 3, merchant economy established)
 ↓ 3 years later
1688 (Genroku cultural explosion — Matsuo Bashō, Chikamatsu Monzaemon, Ihara Saikaku)

The Akō Incident: “The Last Brilliance of the Warrior Economy”

Reading the Akō Incident (1701–1703) through the 55-year cycle: the ronin were only able to carry out their vendetta because of “their lord’s finances (Akō domain’s salt industry revenue).” Ironically, “the last brilliance of the old ideal of warrior loyalty” was made possible by “the prosperity of the merchant economy (Genroku).”

“The paradoxical coexistence of economics and ideology” — in the era when the merchant economy was established (post-1685), warrior loyalty was expressed in its most dramatic form. This mirrors Chapter 3’s structure where “Michinaga composed his Full Moon poem while benefiting from the merchant economy.”

1740 — 55-Year Node 4: “The Kyōhō Reform’s Limits Confirmed” +5 Years

The 55-year Node 4 falls at 1740 (error +5 years; Kyōhō Reform ends 1745) — mid-point of Shōgun Yoshimune’s Kyōhō Reform (1716–1745).

The Kyōhō Reform was a restorationist reform of “return to agriculture and austerity.” Around 1740 (year 24 of the reform), it became definitive that the reform’s assumed “return to an agricultural economy” was impossible. The spread of cash crops had transformed agriculture itself from “pure rice production” to “cash-crop production.”

1740 (55-year Node 4) is “the transition point when the impossibility of restoring the agricultural economic model was confirmed” — after which the Tanuma era (1767–1786) became “the first attempt to break free from the agricultural economy’s spell.”

1766 — 83-Year Node 2: “The Beginning of the Tanuma Era” +1 Year

The 83-year Node 2 falls at 1766 (origin 1600) — 1 year before Tanuma Okitsugu’s appointment as sobayōnin (1767).

📌 1765–1780: Seven-Chapter Pattern (with 55-year origin at AD 1600)
【Reference: If 55-year origin aligned to AD 1600】
55×3 = 1765 → 2 years before Tanuma Okitsugu’s appointment as sobayōnin (1767)
83×2 = 1766 → 1 year before Tanuma’s appointment (1767) (+1 year)
90×2 = 1780 → 2 years before the Tenmei Famine (1782)
→ The seven-chapter pattern aligns with “the beginning of Tanuma’s commercial governance” as its transition point
→ When prioritizing the high precision of the AD 1520 55-year origin, this seven-chapter pattern arriving at “the Tanuma era” is noted as supplementary.

Tanuma Okitsugu’s commercial governance was the first attempt to incorporate the transition “from agricultural economy to commercial economy” into governance principles. But he fell from power (1786) due to the Tenmei Famine (1782) and accusations of bribery politics. He was “the right answer that came too early.”

Section 4: Analysis of the 3rd Period (1766–1870) — The 55-Year Cycle “Predicted Perry’s Arrival 3 Years Early”

1795 — 55-Year Node 5: “Commercial Economy Completely Surpasses Agriculture” −2 Years

The 55-year Node 5 falls at 1795 (error −2 years; Kansei Reform ends 1793) — just after Matsudaira Sadanobu’s Kansei Reform (1787–1793).

The Kansei Reform was the same “return to agriculture and austerity” as the Kyōhō Reform. But by around 1795, the economic power of Osaka merchants (Mitsui, Sumitomo) had de facto surpassed “the shogunate’s koku-based economy.” The illusion that “problems can be solved through austerity edicts” had completely collapsed.

1795 (55-year Node 5) is “the transition point when the gap between economic reality (commercial economy dominance) and governance principles (agriculture and status hierarchy) became irreparable.”

1849 — 83-Year Node 3: “4 Years Before Perry” +4 Years

The 83-year Node 3 falls at 1849 (origin 1600) — 4 years before Perry’s arrival (1853).

Around 1849 was the beginning of the Kaei era. The shogunate was beginning to fracture internally over “how to respond to foreign ships.” Read as an 83-year “civilizational transition,” this is the transition point when “Japan cannot continue sakoku” became a shared recognition within the shogunate. Four years later (1853), Perry arrived.

1850 — 55-Year Node 6: “The Economic Critical Point Before External Pressure” +3 Years

The 55-year Node 6 falls at 1850 (error +3 years; Perry’s arrival 1853) — 3 years before Perry’s arrival.

📌 1850: “The Confirmation Point When the Tokugawa Economic System Lost All Capacity for Self-Renewal”
After the Tenpō Reform’s failure (1841–1843), the shogunate had exhausted its means of reform.
By around 1850, the limit of “unable to change without external pressure” had been reached.
55-year Node 6 (1850): “The transition point when the Tokugawa economic system completely lost its capacity for self-renewal”
→ Perry’s arrival 3 years later (1853) was “the start of externally forced renewal.”
“Economics first indicates the limit (1850), and external shock confirms it (1853)” — this 3-year gap is the final confirmation of the “55-year cycle’s lead pattern of changing the zeitgeist before events,” confirmed across seven consecutive chapters.

1870 — 90-Year Node 3 and 270-Year Macro-Cycle Endpoint in Perfect Alignment / Meiji Restoration (−2 Years)

The 90-year Node 3 falls at AD 1870 (origin 1600). The 270-year macro-cycle Period 6 endpoint is also AD 1870. The Meiji Restoration (1868) aligns at −2 years.

Chapter-End 270-yr Endpoint 90-yr Node 3 Actual Event Margin
AD 520 AD 520 End of Iwai Rebellion / Yamato order established ±0–3 yr
AD 790 AD 790 Transfer of capital to Heian-kyō −4 yr
AD 1060 AD 1060 Emperor Go-Sanjō enthroned (+8 yr) +8 yr
AD 1330 AD 1330 Kamakura shogunate falls (+3 yr) +3 yr
AD 1600 AD 1600 Battle of Sekigahara (±0 yr) ±0 yr ✅
AD 1870 AD 1870 Meiji Restoration (1868) −2 yr ✅

Across six consecutive chapters, the law is confirmed: “At the end of each 270-year period, the 270-year endpoint and the 90-year Node 3 perfectly align, and the era’s greatest transition arrives there.” Chapter 6 (1600–1870) is this law’s sixth proof.

Section 5: The Independent 55-Year Origin — Theoretical Deepening

Comparing the Two Cases

Ch. 270-yr Macro Origin 55-yr Optimal Origin Gap Economic Meaning of 55-yr Origin
Ch. 1 AD 250 AD 250 0 yr Birth of Yamatai as economic unit
Ch. 3 AD 790 AD 776 14 yr lead Emperor Kanmu’s ritsuryō/economic reform begins
Ch. 6 AD 1600 AD 1520 80 yr lead Sengoku daimyō autonomous economies established
📌 The Principle Revealed by “Independent 55-Year Origins”
When the 55-year cycle operates “independently” from the 270-year macro-cycle (Chapters 3 and 6), the 55-year origin points to “the year when actual economic transition began.”
Chapter 3 (14-year gap): Emperor Kanmu’s economic reforms preceded the macro-cycle by 14 years
Chapter 6 (80-year gap): Sengoku daimyō “small economies” began operating 80 years before Sekigahara
→ Macro-level confirmation of the principle “economics moves before politics.” The magnitude of the gap (14 vs 80 years) indicates “how far ahead economics was already moving.” Chapter 6’s large 80-year gap is evidence of “how early the Sengoku period’s economic energy had begun accumulating.”

Section 6: Complete Triple-Cycle Chronology (1600–1875)

Year 55-yr 83-yr 90-yr 270-yr Major Historical Events
1575 Node 1 ±0yr Battle of Nagashino (firearms economy established) ★zero error
1600 Origin Origin 6th Sekigahara / 270-yr macro-cycle 6th transition
1603 Node 1 ±0yr Tokugawa shogunate established ★zero error
c. 1630 Node 2 +5yr Sakoku economy established; internal circulation economy
1637 Shimabara Rebellion (first eruption of sakoku contradictions)
c. 1685 Node 3 +3yr Merchant economy surpasses warrior economy
1688 Genroku 1 — explosion of townspeople’s culture
c. 1740 Node 4 +5yr Agricultural model restoration confirmed impossible
1767 Node 2 +1yr Tanuma Okitsugu appointed sobayōnin (commercial governance)
c. 1795 Node 5 −2yr Commercial economy completely surpasses agriculture
c. 1850 Node 6 +3yr Shogunate loses all capacity for self-renewal
1853 Perry’s arrival (externally forced renewal begins)
1868 Node 3 −2yr 7th −2yr Meiji Restoration (Abolition of Domains 1871)
c. 1870 Node 3 7th 270-yr macro-cycle 7th transition / 90-yr Node 3 (perfect alignment)

Section 7: New Discoveries from the Triple-Cycle Analysis

Discovery 1: Battle of Nagashino (1575) = “Firearms Economy Establishment Point” (±0 Years)

Nagashino is told as “a tactical revolution,” but read as a 55-year economic transition (±0 years), it is “the transition point when firearms became the star of Japan’s military economy.” This transition led 28 years later to the Tokugawa shogunate (1603) — “the completion of a new governance system built on the firearms economy.”

Discovery 2: The 28 Years of “Nobunaga → Hideyoshi → Ieyasu” = “Time from Economic Transition to Institutional Completion”

From the 55-year Node 1 (1575, firearms economy) to the 83-year Node 1 (1603, shogunate) — 28 years. The three unifiers’ journey is the most dramatic example of the law: “28 years from economic transition (55-year) to institutional completion (83-year).”

Discovery 3: 1685–1688: A 3-Year Chain of “Economy → Civilization → Culture”

55-year economic transition (1685) → 83-year civilizational transition (1686) → Genroku cultural explosion (1688) — this 3-year chain is the shortest “time from economic transition to cultural fruition” across all six chapters. Edo-period information speed (nationwide cultural diffusion via sankin-kōtai) minimized this lag.

Discovery 4: 55-Year Node 6 (1850) Falls 3 Years Before Perry (1853) — “The Economic Critical Point Before External Pressure”

“Economics first indicates the limit (1850), and external shock confirms it (1853)” — this 3-year gap is the final confirmation of the “55-year cycle’s lead pattern,” confirmed across seven consecutive chapters.

Discovery 5: The Six-Chapter “Chapter-End Law” Fully Maintained in Chapter 6

90-year Node 3 (1870) = 270-year macro-cycle endpoint (1870) = Meiji Restoration (1868, −2 years). Across six chapters, the law is maintained: “At each 270-year period’s end, the 90-year node and 270-year endpoint overlap, and the era’s greatest transition arrives.”

Discovery 6 (Revised Edition): Second Case of Independent 55-Year Origin — Meaning of the 80-Year Gap

Following Chapter 3 (14-year gap), Chapter 6 (80-year gap) confirms a second case of the 55-year cycle’s independent origin. The magnitude of 80 years indicates “the Sengoku period’s economic energy had been accumulating since 80 years before Sekigahara.” The principle “economics moves before politics” functions at the macro-cycle level.

Conclusion — How the Triple Cycle Transformed Chapter 6’s Portrait

The original Chapter 6 (83-year + 90-year) was a political history of “the Tokugawa shogunate’s establishment, perfection, and ossification.” By adding the 55-year cycle and reading through two origins — AD 1600 (chapter period) and AD 1520 (55-year cycle) — an economic history emerges behind that political narrative: “firearms economy → sakoku economy → merchant economy → the spell of agricultural economy → failed transition to commercial economy.”

Beginning with Nagashino (1575), through the shogunate’s founding (1603), sakoku economy establishment (1630), Genroku merchant economy (1685), Kyōhō Reform’s limits (1740), Tanuma’s attempt (1767), pre-Perry critical point (1850), and the Meiji Restoration (1868) — every one aligns within ±5 years of a 55-year, 83-year, or 90-year cycle node.

And the confirmation of a second case of “independent 55-year origin (80-year gap)” is theoretically significant. The 55-year cycle does not follow “political/power transitions” but moves independently according to “economic logic” — this is the most important principle confirmed across all seven chapters.

From Nagashino (1575) to the Meiji Restoration (1868) — the military economy firearms transformed, the internal circulation sakoku created, the economic hegemony merchants seized, and the seclusion external pressure shattered. The 55-year cycle, as “the clock of economics,” precisely marked the 270-year “life and death” of the Tokugawa shogunate.

【Triple Cycle Detailed Analysis】Japan Edition — Chapter 6 Revised (AD 1600–1870)

⚠️ Disclaimer: This article is an analytical essay based on historical cycle theory and differs from academic historical research. Some correspondences with historical facts include points on which scholarly opinion varies.

📝 About the Author

Hiroshi Yamada / White & Green Co., Ltd.
Researcher of the 270-Year Historical Transition Cycle. Applied Monte Carlo analysis to data spanning 9 civilizations and 5,000 years, statistically demonstrating the 270-year historical transition period.

📄 Preprint: Yamada (2026) — OSF Preprints
DOI: 10.17605/OSF.IO/J9G8D

📝 About the Author

Hiroshi Yamada / White & Green Co., Ltd.
Researcher specializing in 270-year historical transition cycles. Applies Monte Carlo analysis to data spanning 9 civilizations and 5,000 years, statistically demonstrating a recurring 270-year historical turning-point cycle.

📄 Preprint (pre-peer review): Yamada (2026) — OSF Preprints
DOI: 10.17605/OSF.IO/J9G8D

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