{
  "logos": {
    "act_type": {
      "value": "assertive",
      "authority_mismatch": false,
      "rationale": "The speaker makes truth claims about a writing methodology ('writing in reverse leverages the final learning') and asserts personal epistemic beliefs ('I don't really believe in conclusions'). No institutional authority is invoked; claims rest on personal conviction and philosophical orientation.",
      "confidence": 0.85,
      "_src": [
        "Austin",
        "Searle"
      ],
      "_operator": "act_type_operator.py"
    },
    "cooperative": {
      "status": "violated",
      "maxim_violated": "manner",
      "implicature": "The speaker prioritizes conceptual density and philosophical fidelity over clarity; obscurity may signal intellectual seriousness or presuppose a shared framework with the audience that outsiders lack.",
      "confidence": 0.74,
      "_src": [
        "Grice"
      ],
      "_operator": "cooperative_operator.py"
    },
    "transmission": {
      "value": "broadcast",
      "rationale": "The pedagogical, explanatory register and reference to 'submitted text' suggest an audience broader than a single person \u2014 a seminar, workshop, or community of practice. The speaker is articulating a method for collective adoption, not addressing one person privately.",
      "confidence": 0.65,
      "_src": [
        "Logos Core Tree"
      ],
      "_operator": "transmission_operator.py"
    },
    "resonance": {
      "value": "harmony",
      "surface": "Open, constructive intellectual stance aligned with perpetual inquiry and meaning-making; non-antagonistic throughout.",
      "underlying": null,
      "confidence": 0.82,
      "_src": [
        "Logos Core Tree",
        "Machin"
      ],
      "_operator": "resonance_operator.py"
    },
    "authority": {
      "value": "tribal",
      "source": "Humanistic intellectual tradition",
      "rationale": "'As a humanistic preference' explicitly grounds the claim in a community of inquiry \u2014 peers who share the value of open-ended exploration over definitive closure. Authority is communal/normative, not formal or covert.",
      "confidence": 0.76,
      "_src": [
        "Logos Core Tree",
        "Weber"
      ],
      "_operator": "authority_operator.py"
    },
    "utility": {
      "value": "narrative",
      "secondary": "instruction",
      "rationale": "The text primarily constructs a philosophical account of writing and learning \u2014 making meaning rather than enabling immediate action. Secondarily it describes an instructable method ('writing in reverse') that could be applied by a reader.",
      "confidence": 0.8,
      "_src": [
        "Logos Core Tree"
      ],
      "_operator": "utility_operator.py"
    },
    "social_field": {
      "grid": 0.18,
      "group": 0.32,
      "quadrant": "individualist",
      "rationale": "Low grid: no explicit rules or roles constrain the expression; the speaker freely asserts personal preferences without deference to procedure. Low-moderate group: 'humanistic preference' gestures toward a loose intellectual fellowship but does not invoke strong membership identity or collective obligation.",
      "confidence": 0.71,
      "_src": [
        "Douglas"
      ],
      "_operator": "social_field_operator.py"
    },
    "structural": {
      "layer": "small_group",
      "scale": "small_group",
      "_coerced": null,
      "density": "shared",
      "persistence": "routine",
      "authority": "group",
      "transmission": "ritual",
      "memory_channel": "shared",
      "language_mode": "normative",
      "overlays": [
        "culture"
      ],
      "confidence": 0.67,
      "_src": [
        "Dunbar",
        "Tonnies",
        "Ostrom",
        "Douglas"
      ],
      "_operator": "structural_operator.py"
    },
    "_runner": "logos_fused.py",
    "act_position": {
      "value": "about",
      "rationale": "The text theorizes and reflects on a method of inquiry and its own authorial stance rather than acting on any situation.",
      "confidence": 0.85,
      "_src": [
        "round_trip loss test 2026-07-13"
      ],
      "_operator": "act_position_operator.py"
    }
  },
  "conflict": {
    "schema": "latent",
    "schema_signals": [
      "authority=tribal (legitimacy rooted in in-group identity, not universal ground)",
      "social_field=individualist (grid=0.18, group=0.32 \u2014 weak institutional constraint, weak group cohesion)",
      "resonance=harmony/underlying=none (surface coherence masking absence of shared resonance)"
    ],
    "behavior": "positioning",
    "behavior_signals": [
      "act_type=assertive (direct claim-staking without hedging)",
      "transmission=broadcast (one-way, no dialogic feedback loop)",
      "cooperative=violated/manner (opacity as style \u2014 reverse structure obscures rather than clarifies)",
      "utility=narrative (meaning-making through story, not evidence)"
    ],
    "terrain": "drifting",
    "window": "forming",
    "escalation_phase": "early",
    "confidence": 0.62,
    "rationale": "An individualist epistemic claim delivered in broadcast/assertive mode with tribal authority and surface harmony masking absent resonance \u2014 structural conditions for in-group positioning and dialogic exclusion are accumulating, but no activation trigger is present in the text itself.",
    "_src": [
      "Granovetter",
      "Glasl",
      "Durkheim",
      "Bandura"
    ],
    "_operator": "conflict_operator.py"
  },
  "id": "inf_03b9a985",
  "version": "1.0",
  "timestamp": "2026-04-15T21:48:21.862168+00:00",
  "source": "manual",
  "raw_text": "Writing in reverse leverages the final learning in the submitted text with support for this learning coming sequentially in reverse until arriving at the first relevant inquiry because inquiry is where it all starts. I don't really believe in conclusions as a humanistic preference so submitted text is really food for more inquiry which is a constructive preference and can be structured based on ideas.",
  "left_keywords": [
    "writing_in_reverse",
    "final_learning_first",
    "reverse_sequential_support",
    "inquiry_as_origin",
    "no_conclusions_preference",
    "submitted_text_as_inquiry",
    "constructive_preference",
    "idea_structured_inquiry",
    "learning_sequence_inversion",
    "inquiry_driven_structure",
    "text_as_food",
    "open_ended_output"
  ],
  "right_keywords": [
    "json_indexing",
    "keyword_clumping",
    "cooccurrence_graph",
    "autovivification",
    "filesystem_path",
    "tension_calculation",
    "index_aggregation",
    "api_output",
    "inference_storage",
    "category_path_assignment"
  ],
  "clumps": {
    "reverse_methodology": [
      "final_learning_first",
      "learning_sequence_inversion",
      "reverse_sequential_support",
      "writing_in_reverse"
    ],
    "inquiry_philosophy": [
      "inquiry_as_origin",
      "no_conclusions_preference",
      "submitted_text_as_inquiry",
      "text_as_food"
    ],
    "constructive_orientation": [
      "constructive_preference",
      "idea_structured_inquiry",
      "inquiry_driven_structure",
      "open_ended_output"
    ]
  },
  "tension_score": 0.0328,
  "guardrail_actions": {},
  "domain": "logos",
  "category_paths": [
    "constructive_preference/idea_structured_inquiry",
    "constructive_preference/inquiry_driven_structure",
    "constructive_preference/learning_sequence_inversion",
    "constructive_preference/open_ended_output",
    "constructive_preference/text_as_food",
    "final_learning_first/constructive_preference",
    "final_learning_first/idea_structured_inquiry",
    "final_learning_first/inquiry_as_origin",
    "final_learning_first/inquiry_driven_structure",
    "final_learning_first/learning_sequence_inversion",
    "final_learning_first/no_conclusions_preference",
    "final_learning_first/open_ended_output",
    "final_learning_first/reverse_sequential_support",
    "final_learning_first/submitted_text_as_inquiry",
    "final_learning_first/text_as_food",
    "idea_structured_inquiry/inquiry_driven_structure",
    "idea_structured_inquiry/learning_sequence_inversion",
    "idea_structured_inquiry/open_ended_output",
    "idea_structured_inquiry/text_as_food",
    "inquiry_as_origin/constructive_preference",
    "inquiry_as_origin/idea_structured_inquiry",
    "inquiry_as_origin/inquiry_driven_structure",
    "inquiry_as_origin/learning_sequence_inversion",
    "inquiry_as_origin/no_conclusions_preference",
    "inquiry_as_origin/open_ended_output",
    "inquiry_as_origin/submitted_text_as_inquiry",
    "inquiry_as_origin/text_as_food",
    "inquiry_driven_structure/open_ended_output",
    "inquiry_driven_structure/text_as_food",
    "learning_sequence_inversion/inquiry_driven_structure",
    "learning_sequence_inversion/open_ended_output",
    "learning_sequence_inversion/text_as_food",
    "no_conclusions_preference/constructive_preference",
    "no_conclusions_preference/idea_structured_inquiry",
    "no_conclusions_preference/inquiry_driven_structure",
    "no_conclusions_preference/learning_sequence_inversion",
    "no_conclusions_preference/open_ended_output",
    "no_conclusions_preference/submitted_text_as_inquiry",
    "no_conclusions_preference/text_as_food",
    "reverse_sequential_support/constructive_preference",
    "reverse_sequential_support/idea_structured_inquiry",
    "reverse_sequential_support/inquiry_as_origin",
    "reverse_sequential_support/inquiry_driven_structure",
    "reverse_sequential_support/learning_sequence_inversion",
    "reverse_sequential_support/no_conclusions_preference",
    "reverse_sequential_support/open_ended_output",
    "reverse_sequential_support/submitted_text_as_inquiry",
    "reverse_sequential_support/text_as_food",
    "submitted_text_as_inquiry/constructive_preference",
    "submitted_text_as_inquiry/idea_structured_inquiry",
    "submitted_text_as_inquiry/inquiry_driven_structure",
    "submitted_text_as_inquiry/learning_sequence_inversion",
    "submitted_text_as_inquiry/open_ended_output",
    "submitted_text_as_inquiry/text_as_food",
    "writing_in_reverse/constructive_preference",
    "writing_in_reverse/final_learning_first",
    "writing_in_reverse/idea_structured_inquiry",
    "writing_in_reverse/inquiry_as_origin",
    "writing_in_reverse/inquiry_driven_structure",
    "writing_in_reverse/learning_sequence_inversion",
    "writing_in_reverse/no_conclusions_preference",
    "writing_in_reverse/open_ended_output",
    "writing_in_reverse/reverse_sequential_support",
    "writing_in_reverse/submitted_text_as_inquiry",
    "writing_in_reverse/text_as_food"
  ],
  "tension": {
    "predicted": 0.0328,
    "confirmed": null,
    "calibration_delta": null
  }
}