# Case Card — Food Paradigm 2050 (Worked Example)

**CASE ID:** CASE_202605_FOOD-2050-WE-001
**Project:** Food Paradigm 2050 — Documentation Sprint Worked Example
**Status:** Planning complete; Sim + Analysis pending (Phases 3–5 of Documentation Sprint)
**Date created:** 2026-05-03
**Created by:** Hannu Linturi (Metodix)
**Note:** QL interactive dialogue deferred; Case Card auto-derived from LN-P4 reflections.
A future QL pass can refine QL-7 (ecosystem gap) and QL-9 (applicability) with explicit
user input.

---

## Perustiedot (auto-fill from Planning Session Anchor)

| Field                         | Value                                                                        |
| ----------------------------- | ---------------------------------------------------------------------------- |
| Orientation                   | D (N + S + R) — multi-actor adaptation of intentional template               |
| Route                         | B (Argument Simulator)                                                       |
| Time horizon                  | 2050 (24 yr); decisive window 2026–2035                                      |
| Perspective Layer             | Active (Hautamäki)                                                           |
| PHS                           | 12 / 12                                                                      |
| Panel                         | 19 simulated roles (post-audit)                                              |
| Mean Quality Score (Planning) | 94.5 / 100                                                                   |
| Quality gates                 | 27 / 27 passed                                                               |
| Theses                        | 8 R1 dialectical + 4 R2 H-theses + 1 perspective invitation + 1 blind-spot Q |
| Tension pairs                 | 10 pre-mapped                                                                |
| Methodological flags          | Proxy-voice (R12 + H1 + H2 + H3); GenAI disclosure complete                  |

---

## Ilmiö (substantive)

Five competing paradigm-regime candidates for the global food system: Techno-capitalist,
Distributed bio-economic, Fragmentation, Multipath cultural-pluralism, Post-smallholder.
Decisive window for paradigm choice: 2026–2035. Entry-tension _technological autonomy ↔
environmental sustainability_; four sister-tensions (capital-concentration ↔ sovereignty;
climate adaptation ↔ land-use trade-offs; cellular agriculture ↔ cultural legitimacy;
smallholder retention ↔ calorie efficiency).

---

## Metodologiset löydökset (QL-1...QL-3 derived from LN-P4 M-layer)

**What worked best (~QL-1):** D-orientation propagation through B2 (3 sibling root goals) →
B3 (3 readings of RQ) → B4 (strand-tagged tensions) → B5 (strand-tagged theses) was
clean and demonstrable. The Hautamäki perspective layer integrated without friction.

**What was hardest (~QL-2):** Adapting the intentional Phenomenon template (single-actor
"X has decided Y") to a multi-actor phenomenon. The adaptation that worked: name plural
_paradigm-carriers_ and crystallize their _competing paradigm-regimes_ (here, five).
Recommended addition to the Phenomenon Specialist template library.

**What to change in the ecosystem (~QL-3):** Add a _"B4 audit pass"_ sub-step between
B4 first-draft and B4 lock — explicit prompt to inspect for expertise gaps not visible at
the stakeholder-category level. In this run the user-driven audit lifted Quality 97 → 99
and surfaced four expertise gaps; making this an explicit toolkit step would routinize the
gain.

---

## Substantiiviset löydökset (QL-4...QL-6 derived from LN-P4 E-layer)

**Most important phenomenon-finding from planning (~QL-4):** The decisive-paradigm-window
runs 2026–2035 — paradigm choice is being made _now_, not announced in 2050. This frames
the Delphi as time-critical, not academic.

**Surprise (~QL-5):** The Above (yli) position is not just "long-arc thinking." Designing the
2075-generation H-thesis (H3) revealed that the Above position naturally focuses on
**reversibility/irreversibility** as its analytic axis. This is more specific and more
useful than the original "long-arc" framing.

**Open question for follow-up research (~QL-6):** How does the cellular-agriculture cultural-
legitimacy negotiation actually unfold across major religious-dietary traditions in real
2026–2030 cases? T2 + H4 propose this as a paradigm-shaping question; empirical case studies
would complement the Delphi's expert deliberation.

---

## Ekosysteemipalaute (QL-7...QL-8 derived from LN-P4 G-layer)

**Ecosystem gap or improvement target (~QL-7):**

- **B4 audit step** as explicit toolkit prescription (already detailed in QL-3)
- **Phenomenon Specialist template:** add multi-actor adaptation template alongside
  single-actor template

**PATTERN candidates for PATTERNS.md (~QL-8):**

1. **Incommensurability typology.** Replace the binary "is this position commensurable?"
   question with a typology — _bridgeable / partially-bridgeable / structurally-incommensurable_.
   Each category implies different design moves (translation-bridging, partial-translation,
   proxy-flagging).

2. **Tensions with structurally-incommensurable positions concentrate in invitation/proxy
   formats, not direct theses.** The Above-position cannot be activated by ordinary Likert
   theses; designing perspective-invitation theses + R2 proxy theses is the methodologically
   honest move, not a design weakness.

3. **Reversibility/irreversibility as Above-position natural analytic axis.** When designing
   R2 H-theses for the future-generation / non-human position, lead with irreversibility
   rather than long-arc framing.

4. **User-driven B4 audit pass.** The substantive question "is the panel deep enough?"
   after a stakeholder-balanced first draft surfaced four expertise gaps and lifted Quality
   97 → 99. Worth routinizing.

---

## Soveltuvuusohje — Applicability (QL-9 deferred for explicit user input)

_This field is intentionally light because QL-9 was not interactively elicited. Provisional
applicability, to be refined later:_

This case is appropriate as a model when:

- (a) The phenomenon is **value-laden + path-dependent + disruption-prone** — single-strand
  orientations would systematically blind, so D is justified.
- (b) Some perspective positions are **structurally incommensurable** with present panels
  (future generations, non-human stakeholders, ecosystems) — proxy-flagging methodology
  is needed.
- (c) The study runs as **Route B (Argument Simulator)** because authentic-panel feasibility
  is constrained by sprint timeline or topic scale — GenAI disclosure block must be populated.

This case is **not** the right model when:

- The phenomenon has a single decision-maker (e.g., one government's specific policy choice)
  → use single-orientation N or S template.
- Panel is small (<8 roles) and topic is narrow → 19 roles is overkill.

---

## Ehdotetut päivitykset

### LESSONS_LEARNED.md (proposed entries)

```
### Multi-actor phenomenon framing (Food Paradigm 2050, 2026-05-03)
When the phenomenon has no single actor, name plural paradigm-carriers and crystallize their
competing paradigm-regimes (a discrete enumerable set, e.g., 5 regimes here). The phenomenon
becomes the competition, not any single regime.

### B4 audit pass (Food Paradigm 2050, 2026-05-03)
After B4 first-draft is stakeholder-balanced, run an expertise-depth audit per major
sub-domain. Look for cases where a stakeholder category is "represented" by one role but
the category contains divergent expertise (e.g., grain ≠ livestock ≠ fisheries within
"primary producers"; precision-tech ≠ agroecology ≠ nutrition science within "researchers").

### Above-position analytic axis (Food Paradigm 2050, 2026-05-03)
When designing R2 H-theses for the Above (yli) position, lead with reversibility/
irreversibility framing rather than generic long-arc framing. The proxy voice's distinctive
contribution is identifying which decisions cannot be undone — more specific than "thinking
long-term."
```

### PATTERNS.md (proposed entries)

```
## Incommensurability typology
Status: candidate (introduced 2026-05-03 in CASE_202605_FOOD-2050-WE-001)

Three-tier classification of perspective relations:
- Bridgeable: routine translation/dialogue suffices
- Partially-bridgeable: translation possible with care; some residue
- Structurally-incommensurable: no first-person voice possible (non-human, future-gen)

Design implications:
- Bridgeable → standard panel diversity
- Partially-bridgeable → translator-roles + careful framing
- Structurally-incommensurable → perspective-invitation theses + R2 proxy theses, with
  data_provenance.proxy_voice = true flagging

## Invitation/proxy concentration for incommensurable positions
Status: candidate (introduced 2026-05-03 in CASE_202605_FOOD-2050-WE-001)

When a tension involves a structurally-incommensurable position, do NOT spread that tension
across multiple Likert theses. Concentrate it in:
- One open-text perspective-invitation thesis at the end of R1
- One or more R2 H-theses with proxy-voice flagging
This is methodologically honest; spreading creates false comparability.
```

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(c) Metodix Oy 2026 — Case Library entry, DAE 2025.5
