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protocol-bicorder/bicorder.txt
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Protocolbot 8c40ca076b feat: remove formal/informal LDA analysis from the bicorder (v1.3.0)
The two-family cluster classification is a research finding, not a
diagnostic; embedding it in the tool caused recurring bugs:

- ascii_bicorder.py had an inverted LDA sign (institutional mapped to 9,
  not 1) and a stale term check ('bureaucratic') that silently disabled
  the calculation after the Feb 2026 rename — output was always null
- The web app and Python script had divergent sign conventions and
  divergent version-mismatch behavior (skip vs. continue with stale model)

Changes:
- bicorder.json: drop the formal/informal analysis gradient; version 1.3.0
- ascii_bicorder.py: remove all LDA/model machinery; keep hardness and
  polarization as the only automated analyses
- App.svelte: remove classifier import, model constant, LDA calculation,
  and form-recommendation reactive block; dispatch automated analyses by
  term_left instead of array index
- Delete bicorder-classifier.ts and FormRecommendation.svelte (the latter
  was imported but never rendered)
- AnalysisTransitionBanner: remove recommendation alert and prop; fix
  hardcoded index checks that referenced the removed gradient
- vite.config.ts / vite-env.d.ts: stop loading bicorder_model.json

The cluster classifier lives on as research in analysis/ (scripts and
model untouched there). bicorder.txt regenerated.
2026-09-23 07:58:11 -06:00

100 lines
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Plaintext

Protocol
BICORDER
[Protocol]
[Description]
[Analyst]
[Standpoint]
[Timestamp]
DESIGN
explicit < [---------] > implicit
precise < [---------] > interpretive
institutional < [---------] > vernacular
documenting < [---------] > enabling
static < [---------] > malleable
technical < [---------] > social
universal < [---------] > particular
durable < [---------] > ephemeral
ENTANGLEMENT
macro < [---------] > micro
sovereign < [---------] > subsidiary
self-enforcing < [---------] > enforced
abstract < [---------] > embodied
obligatory < [---------] > voluntary
flocking < [---------] > swarming
defensible < [---------] > exposed
monopolistic < [---------] > pluralistic
EXPERIENCE
sufficient < [---------] > limited
crystallized < [---------] > contested
trust-evading < [---------] > trust-inducing
predictable < [---------] > emergent
exclusion < [---------] > inclusion
restraining < [---------] > liberating
dead < [---------] > alive
ANALYSIS
hardness < [---------] > softness
polarized < [---------] > centrist
not useful < [---------] > very useful
GLOSSARY
| Term | Description |
| -------------- | ----------- |
| abstract | Participants learn the protocol by studying it intellectually |
| alive | Actively utilized by relevant participants |
| centrist | The analyst tended toward readings at the middle of the gradients |
| contested | Content or meaning are disputed or under debate |
| crystallized | Content or meaning are settled and widely agreed upon |
| dead | Not actively utilized by relevant participants |
| defensible | Strong boundaries and protections against external influence |
| documenting | Intended to document or validate activity that is occurring |
| durable | Designed to be persistently available |
| embodied | Participants learn the protocol by physically practicing it |
| emergent | Produces unexpected or novel outcomes |
| enabling | Intended to enable activity that might not happen otherwise |
| enforced | Rules require external enforcement by authorities or institutions |
| ephemeral | Designed to vanish when no longer needed |
| exclusion | Creates barriers or excludes certain participants |
| explicit | Design is stated explicitly somewhere that is accessible to participants |
| exposed | Weak boundaries and vulnerable to external influence |
| flocking | Coordination occurs through centralized direction or direct mimicry |
| hardness | The protocol tends toward properties characterized by hardness |
| implicit | Design is not stated explicitly and is learned by use |
| inclusion | Reduces barriers and includes diverse participants |
| institutional | Design occurs through processes controlled by particular institutions |
| interpretive | Ambiguous design, allowing participants a wide range of interpretation |
| liberating | Enables participants to carry out desired activities with less work or thought |
| limited | Does not, on its own, adequately meet the needs and goals of participants |
| macro | Operates at large scales involving many participants or broad scope |
| malleable | Designed to be changed by participants according to evolving needs |
| micro | Operates at small scales with few participants or narrow scope |
| monopolistic | Excludes the use of other protocols with similar purposes |
| not useful | The bicorder was not useful or relevant for analyzing this protocol |
| obligatory | Compulsory participation for a certain class of agents |
| particular | Tailored for a specific community |
| pluralistic | Interoperates with other protocols and does not exclude their use |
| polarized | The analyst tended toward more extreme high or low readings |
| precise | Specified with a high level of precision that eliminates ambiguity in implementation |
| predictable | Produces expected and consistent outcomes |
| restraining | Fosters experiences of absurd complexity, alienation, and powerlessness |
| self-enforcing | Rules automatically enforced through its own mechanisms |
| social | Primarily concerned with interactions among people or groups |
| softness | The protocol tends toward properties characterized by softness |
| sovereign | A distinctive operating logic, not subject to any other entity |
| static | Designed to be as fixed and unchanging as possible |
| subsidiary | An operating logic under the control of a particular entity |
| sufficient | Adequately meets the needs and goals of participants |
| swarming | Coordination occurs through distributed interactions without central direction |
| technical | Primarily concerned with interactions among technologies |
| trust-evading | Minimizes the need for trust among participants |
| trust-inducing | Relies on or cultivates trust among participants |
| universal | Meant for global adoption across different communities |
| vernacular | Design occurs through evolving community interactions |
| very useful | The bicorder was very useful and relevant for analyzing this protocol |
| voluntary | Participation is optional and not coerced |