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  "citation": "Taylor, B. P. (2026). Systemic systems methods practice for systems practice (alpha). The Necessary Tangle, release 0.35. https://transduction.systems/entries/practice_systems_methods_pack/",
  "licence": "CC BY-SA 4.0 for original atlas text and data; linked works retain their own terms",
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    "description": "An alpha collection of 26 free technical dry runs by Benjamin P Taylor (2026), developed in response to apprentice requests during teaching with SCiO. Fictional cases, worked examples and answers support technical learning without replacing real-world systems practice. Independent specialist pedagogical review is not recorded.",
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    "canonical_definition": "An alpha collection of 26 free technical dry runs by Benjamin P Taylor (2026), developed in response to apprentice requests during teaching with SCiO. Fictional cases, worked examples and answers support technical learning without replacing real-world systems practice. Independent specialist pedagogical review is not recorded.",
    "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."
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    "logical_antecedents": [],
    "dependent_subsequents": [],
    "practice_connections": [
      "Choose a method, make a model, compare the reasoning, repair it and try the changed case.",
      "Open the free practice pages and the resource register through the linked source."
    ],
    "common_misreadings": [
      "A worked comparison is not the only acceptable answer to an open question."
    ],
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      "Independent specialist pedagogical review remains open.",
      "Organisational competence and behaviours require real-world evidence."
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    "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": "Systemic systems methods practice for systems practice (alpha)",
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