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  "release": "0.35",
  "citation": "Taylor, B. P. (2026). Practice: SODA: build a means-ends map without erasing disagreement. The Necessary Tangle, release 0.35. https://transduction.systems/entries/practice_lab_soda/",
  "licence": "CC BY-SA 4.0 for original atlas text and data; linked works retain their own terms",
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    "label": "Practice: SODA: build a means-ends map without erasing disagreement",
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    "description": "Turn supplied statements into contrasting constructs and a traceable means-ends map. A basic cognitive-mapping rehearsal. It is not a full negotiated SODA intervention and does not turn participants' causal beliefs into established facts.",
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    "summary": "Turn supplied statements into contrasting constructs and a traceable means-ends map. A basic cognitive-mapping rehearsal. It is not a full negotiated SODA intervention and does not turn participants' causal beliefs into established facts.",
    "canonical_definition": "Turn supplied statements into contrasting constructs and a traceable means-ends map. A basic cognitive-mapping rehearsal. It is not a full negotiated SODA intervention and does not turn participants' causal beliefs into established facts.",
    "why_it_matters": "A concrete rehearsal with a fictional case, explicit outputs and a way to inspect the result.",
    "key_distinctions": [
      "Mechanical correctness is distinct from judgement in an open situation.",
      "Training-case application is distinct from competent organisational practice."
    ],
    "historical_lineage": [],
    "logical_antecedents": [],
    "dependent_subsequents": [],
    "practice_connections": [
      "Construct four short concepts with meaningful contrasts.",
      "Connect means to ends and retain the tension.",
      "Find a candidate option that connects the concerns."
    ],
    "common_misreadings": [
      "A worked comparison is not the only acceptable answer to an open question."
    ],
    "open_checks": [
      "A basic cognitive-mapping rehearsal. It is not a full negotiated SODA intervention and does not turn participants' causal beliefs into established facts.",
      "Compare an independent attempt before revealing the worked answer."
    ],
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    "context_and_lineage": "Original educational resource, 7 September 2026.",
    "editorial_note": "Prepared with AI assistance. Publication authorised by Benjamin P Taylor. No independent specialist review or source-provider endorsement is claimed.",
    "last_researched": "2026-09-07",
    "title": "Practice: SODA: build a means-ends map without erasing disagreement",
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      "id": "src_practice_lab_soda",
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      "title": "Ackermann and Eden: Strategic options development and analysis, accepted manuscript",
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      "url": "https://strathprints.strath.ac.uk/72174/",
      "date": "2026-09-07",
      "notes": "University record, abstract and accepted-manuscript download listing inspected. The 2020 chapter is available from this record; it is not represented here as a self-marking online course. Use: Use the chapter to inspect means-ends mapping and negotiated action. Compare with the original SODA rehearsal here; do not confuse this with older repository records that have no full text.",
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      "date": "",
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      "url": "https://transduction.systems/systems-thinking/practice/",
      "date": "2026-09-07",
      "notes": "Alpha version. The original teaching material has not had independent specialist pedagogical review. These exercises support technical learning; they do not establish professional competence or accreditation.",
      "creators": [
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  "reuse_note": "Preserve source attribution, scope, and review status. Source documents and evidence excerpts are excluded."
}