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.gitignore
vendored
1
.gitignore
vendored
@@ -1,2 +1,3 @@
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tmp
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analysis/venv
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.aider*
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@@ -46,6 +46,8 @@ The result was a CSV-formatted list of protocols (`protocols_edited.csv`, n=411)
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### Initial diagnostic
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This diagnostic used the file now at `bicorder_analyzed.json`, though the scripts are set up to analyze `../bicorder.json`. That file has since been updated based on this analysis.
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For each row in the dataset, and on each gradient, a series of scripts prompts the LLM to apply each gradient to the protocol. The outputs are then added to a CSV output file.
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The result was a CSV-formatted list of protocols (`diagnostic_output.csv`, n=411).
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0
analysis/bicorder_analyze.py
Normal file → Executable file
0
analysis/bicorder_analyze.py
Normal file → Executable file
241
analysis/bicorder_analyzed.json
Normal file
241
analysis/bicorder_analyzed.json
Normal file
@@ -0,0 +1,241 @@
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{
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"name": "Protocol Bicorder",
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"schema": "bicorder.schema.json",
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"version": "1.0.0",
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"description": "A diagnostic tool for the study of protocols",
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"author": "Nathan Schneider",
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"date_modified": "YYYY-MM-DD",
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"metadata": {
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"protocol": null,
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"analyst": null,
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"standpoint": null,
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"timestamp": null
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},
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"diagnostic": [
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{
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"set_name": "Design",
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"set_description": "How the protocol is created and remembered",
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"gradients": [
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{
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"term_left": "explicit",
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"term_left_description": "The design is stated explicitly somewhere that is accessible to participants",
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"term_right": "implicit",
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"term_right_description": "The design is not stated explicitly but is learned by participants in another way",
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"value": null,
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"citation": null
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},
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{
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"term_left": "precise",
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"term_left_description": "The design is specified with a high level of precision that eliminates ambiguity in implementation",
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"term_right": "interpretive",
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"term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
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"value": null,
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"citation": null
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},
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{
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"term_left": "elite",
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"term_left_description": "Design occurs through processes that involve powerful institutions and widespread recognition as normative",
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"term_right": "vernacular",
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"term_right_description": "Design occurs through evolving, peer-to-peer community interactions in order to suit participant-defined goals",
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"value": null,
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"citation": null
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},
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{
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"term_left": "documenting",
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"term_left_description": "The primary purpose is to document or validate activity that is occurring",
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"term_right": "enabling",
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"term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
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"value": null,
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"citation": null
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},
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{
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"term_left": "static",
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"term_left_description": "Designed to be as fixed and unchanging as possible",
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"term_right": "malleable",
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"term_right_description": "Designed to be changed by participants according to evolving needs",
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"value": null,
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"citation": null
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},
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{
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"term_left": "technical",
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"term_left_description": "Primarily concerned with interactions among technologies",
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"term_right": "social",
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"term_right_description": "Primarily concerned with interactions among people or groups",
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"value": null,
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"citation": null
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},
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{
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"term_left": "universal",
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"term_left_description": "Addressed to a global audience",
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"term_right": "particular",
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"term_right_description": "Addressed to a specific community",
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"value": null,
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"citation": null
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},
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{
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"term_left": "durable",
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"term_left_description": "Designed to be persistently available",
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"term_right": "ephemeral",
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"term_right_description": "Designed to vanish when no longer needed",
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"value": null,
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"citation": null
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}
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]
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},
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{
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"set_name": "Entanglement",
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"set_description": "How the protocol relates with participant agents",
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"gradients": [
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{
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"term_left": "macro",
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"term_left_description": "Operates at large scales involving many participants or broad scope",
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"term_right": "micro",
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"term_right_description": "Operates at small scales with few participants or narrow scope",
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"value": null,
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"citation": null
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},
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{
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"term_left": "sovereign",
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"term_left_description": "A distinctive operating logic, not subject to any other entity",
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"term_right": "subsidiary",
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"term_right_description": "An operating logic under the control of a particular entity",
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"value": null,
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"citation": null
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},
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{
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"term_left": "self-enforcing",
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"term_left_description": "Rules are automatically enforced through its own mechanisms",
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"term_right": "enforced",
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"term_right_description": "Rules require external enforcement by authorities or institutions",
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"value": null,
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"citation": null
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},
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{
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"term_left": "abstract",
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"term_left_description": "Participants learn the protocol by studying it intellectually",
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"term_right": "embodied",
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"term_right_description": "Participants learn the protocol by physically practicing it",
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"value": null,
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"citation": null
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},
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{
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"term_left": "obligatory",
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"term_left_description": "Participation is compulsory for a certain class of agents",
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"term_right": "voluntary",
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"term_right_description": "Participation in the protocol is optional and not coerced",
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"value": null,
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"citation": null
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},
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{
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"term_left": "flocking",
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"term_left_description": "Coordination occurs through centralized direction or direct mimicry",
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"term_right": "swarming",
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"term_right_description": "Coordination occurs through distributed interactions without central direction",
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"value": null,
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"citation": null
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},
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{
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"term_left": "defensible",
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"term_left_description": "Strong boundaries and protections against external influence",
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"term_right": "exposed",
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"term_right_description": "Weak boundaries and vulnerable to external influence",
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"value": null,
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"citation": null
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},
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{
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"term_left": "exclusive",
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"term_left_description": "Excludes the use of other protocols that might be available to adopt",
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"term_right": "non-exclusive",
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"term_right_description": "Does not exclude the use of any other protocols",
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"value": null,
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"citation": null
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||||
}
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||||
]
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},
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{
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"set_name": "Experience",
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"set_description": "How the protocol is perceived in the context of its implementation",
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"gradients": [
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{
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"term_left": "sufficient",
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"term_left_description": "Adequately meets the needs and goals of participants",
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"term_right": "insufficient",
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"term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
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"value": null,
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||||
"citation": null
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},
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{
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"term_left": "crystallized",
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"term_left_description": "Content and meaning are settled and widely agreed upon",
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"term_right": "contested",
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||||
"term_right_description": "Content and meaning are disputed or under debate",
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||||
"value": null,
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||||
"citation": null
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||||
},
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{
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"term_left": "trust-evading",
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"term_left_description": "Minimizes the need for trust among participants",
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"term_right": "trust-inducing",
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"term_right_description": "Relies on or cultivates trust among participants",
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"value": null,
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||||
"citation": null
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||||
},
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{
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"term_left": "predictable",
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"term_left_description": "Produces expected and consistent outcomes",
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||||
"term_right": "emergent",
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||||
"term_right_description": "Produces unexpected or novel outcomes",
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||||
"value": null,
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||||
"citation": null
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||||
},
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||||
{
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"term_left": "exclusion",
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"term_left_description": "The protocol creates barriers or excludes certain participants",
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"term_right": "inclusion",
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"term_right_description": "The protocol reduces barriers and includes diverse participants",
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||||
"value": null,
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||||
"citation": null
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||||
},
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||||
{
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"term_left": "Kafka",
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"term_left_description": "Fosters experiences of absurd complexity, alienation, and powerlessness",
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||||
"term_right": "Whitehead",
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||||
"term_right_description": "Enables participants to carry out desired activities with less work or thought",
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||||
"value": null,
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||||
"citation": null
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||||
},
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||||
{
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||||
"term_left": "dead",
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||||
"term_left_description": "Not actively utilized by relevant participants",
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||||
"term_right": "alive",
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||||
"term_right_description": "Actively utilized by relevant participants",
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||||
"value": null,
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||||
"citation": null
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||||
}
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||||
]
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||||
}
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||||
],
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||||
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||||
"analysis": [
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||||
{
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||||
"term_left": "hardness",
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||||
"term_left_description": "The protocol tends toward properties characterized by hardness",
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"term_right": "softness",
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"term_right_description": "The protocol tends toward properties characterized by softness",
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||||
"instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
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||||
"value": null,
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||||
"citation": null
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||||
},
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||||
{
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||||
"term_left": "polarized",
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||||
"term_left_description": "The analyst tended toward more extreme high or low readings",
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||||
"term_right": "centrist",
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||||
"term_right_description": "The analyst tended toward readings at the middle of the gradients",
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||||
"instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
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||||
"value": null,
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||||
"citation": null
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||||
}
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||||
]
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||||
}
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0
analysis/bicorder_batch.py
Normal file → Executable file
0
analysis/bicorder_batch.py
Normal file → Executable file
0
analysis/bicorder_init.py
Normal file → Executable file
0
analysis/bicorder_init.py
Normal file → Executable file
0
analysis/bicorder_query.py
Normal file → Executable file
0
analysis/bicorder_query.py
Normal file → Executable file
0
analysis/chunk.sh
Executable file → Normal file
0
analysis/chunk.sh
Executable file → Normal file
0
analysis/multivariate_analysis.py
Normal file → Executable file
0
analysis/multivariate_analysis.py
Normal file → Executable file
@@ -8,7 +8,7 @@ import argparse
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import sys
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def center_text(text, width=80):
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def center_text(text, width):
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"""Center text within a given width"""
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return text.center(width)
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@@ -31,7 +31,7 @@ def format_gradient_bar(value):
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return "[" + "".join(bars) + "]"
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def format_gradient_line(term_left, term_right, value, left_width=18, right_width=18):
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def format_gradient_line(term_left, term_right, value, left_width, right_width, center_width):
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"""
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Format a gradient line with proper spacing.
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Example: " explicit < [|||||||||] > implicit "
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@@ -39,7 +39,7 @@ def format_gradient_line(term_left, term_right, value, left_width=18, right_widt
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bar = format_gradient_bar(value)
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# Right-align the left term, add the bar, then left-align the right term
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line = f"{term_left.rjust(left_width)} < {bar} > {term_right.ljust(right_width)}"
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return center_text(line)
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return center_text(line, center_width)
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def format_metadata_field(field_value, field_name):
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@@ -74,41 +74,65 @@ def generate_bicorder_text(json_data):
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max_left_width = max(max_left_width, len(term_left))
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max_right_width = max(max_right_width, len(term_right))
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# Calculate the width needed for centering
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# Gradient line format: "{left_term} < [|||||||||] > {right_term}"
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# That's: max_left_width + 3 + 11 + 3 + max_right_width
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gradient_line_width = max_left_width + max_right_width + 17
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# Also check metadata and headers
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metadata = json_data.get("metadata", {})
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max_text_width = max(
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len("Protocol"),
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len("BICORDER"),
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len(format_metadata_field(metadata.get("protocol"), "Protocol")),
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len(format_metadata_field(metadata.get("analyst"), "Analyst")),
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len(format_metadata_field(metadata.get("standpoint"), "Standpoint")),
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len(format_metadata_field(metadata.get("timestamp"), "Timestamp")),
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len("ANALYSIS")
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)
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# Check diagnostic set names
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for diagnostic_set in json_data.get("diagnostic", []):
|
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set_name = diagnostic_set.get("set_name", "").upper()
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max_text_width = max(max_text_width, len(set_name))
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# Use the maximum of gradient line width and text width
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center_width = max(gradient_line_width, max_text_width)
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# Header
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lines.append(center_text("Protocol"))
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lines.append(center_text("BICORDER"))
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lines.append(center_text("Protocol", center_width))
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lines.append(center_text("BICORDER", center_width))
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lines.append("")
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# Metadata section
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metadata = json_data.get("metadata", {})
|
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lines.append(center_text(format_metadata_field(metadata.get("protocol"), "Protocol")))
|
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lines.append(center_text(format_metadata_field(metadata.get("analyst"), "Analyst")))
|
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lines.append(center_text(format_metadata_field(metadata.get("standpoint"), "Standpoint")))
|
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lines.append(center_text(format_metadata_field(metadata.get("timestamp"), "Timestamp")))
|
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lines.append(center_text(format_metadata_field(metadata.get("protocol"), "Protocol"), center_width))
|
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lines.append(center_text(format_metadata_field(metadata.get("analyst"), "Analyst"), center_width))
|
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lines.append(center_text(format_metadata_field(metadata.get("standpoint"), "Standpoint"), center_width))
|
||||
lines.append(center_text(format_metadata_field(metadata.get("timestamp"), "Timestamp"), center_width))
|
||||
lines.append("")
|
||||
|
||||
# Diagnostic sections
|
||||
for diagnostic_set in json_data.get("diagnostic", []):
|
||||
set_name = diagnostic_set.get("set_name", "").upper()
|
||||
lines.append(center_text(set_name))
|
||||
lines.append(center_text(set_name, center_width))
|
||||
|
||||
for gradient in diagnostic_set.get("gradients", []):
|
||||
term_left = gradient.get("term_left", "")
|
||||
term_right = gradient.get("term_right", "")
|
||||
value = gradient.get("value")
|
||||
|
||||
lines.append(format_gradient_line(term_left, term_right, value, max_left_width, max_right_width))
|
||||
lines.append(format_gradient_line(term_left, term_right, value, max_left_width, max_right_width, center_width))
|
||||
|
||||
lines.append("")
|
||||
|
||||
# Analysis section
|
||||
lines.append(center_text("ANALYSIS"))
|
||||
lines.append(center_text("ANALYSIS", center_width))
|
||||
for analysis_item in json_data.get("analysis", []):
|
||||
term_left = analysis_item.get("term_left", "")
|
||||
term_right = analysis_item.get("term_right", "")
|
||||
value = analysis_item.get("value")
|
||||
|
||||
lines.append(format_gradient_line(term_left, term_right, value, max_left_width, max_right_width))
|
||||
lines.append(format_gradient_line(term_left, term_right, value, max_left_width, max_right_width, center_width))
|
||||
|
||||
lines.append("")
|
||||
|
||||
|
||||
@@ -1,10 +1,10 @@
|
||||
{
|
||||
"name": "Protocol Bicorder",
|
||||
"schema": "bicorder.schema.json",
|
||||
"version": "1.0.0",
|
||||
"version": "1.1.0",
|
||||
"description": "A diagnostic tool for the study of protocols",
|
||||
"author": "Nathan Schneider",
|
||||
"date_modified": "YYYY-MM-DD",
|
||||
"date_modified": "2025-11-21",
|
||||
|
||||
"metadata": {
|
||||
"protocol": null,
|
||||
@@ -24,7 +24,7 @@
|
||||
"term_right": "implicit",
|
||||
"term_right_description": "The design is not stated explicitly but is learned by participants in another way",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "precise",
|
||||
@@ -32,15 +32,15 @@
|
||||
"term_right": "interpretive",
|
||||
"term_right_description": "The design is ambiguous, allowing participants a wide range of interpretation",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "elite",
|
||||
"term_left": "institutional",
|
||||
"term_left_description": "Design occurs through processes that involve powerful institutions and widespread recognition as normative",
|
||||
"term_right": "vernacular",
|
||||
"term_right_description": "Design occurs through evolving, peer-to-peer community interactions in order to suit participant-defined goals",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "documenting",
|
||||
@@ -48,7 +48,7 @@
|
||||
"term_right": "enabling",
|
||||
"term_right_description": "The primary purpose is to enable activity that might not happen otherwise",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "static",
|
||||
@@ -56,7 +56,7 @@
|
||||
"term_right": "malleable",
|
||||
"term_right_description": "Designed to be changed by participants according to evolving needs",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "technical",
|
||||
@@ -64,7 +64,7 @@
|
||||
"term_right": "social",
|
||||
"term_right_description": "Primarily concerned with interactions among people or groups",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "universal",
|
||||
@@ -72,7 +72,7 @@
|
||||
"term_right": "particular",
|
||||
"term_right_description": "Addressed to a specific community",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "durable",
|
||||
@@ -80,7 +80,7 @@
|
||||
"term_right": "ephemeral",
|
||||
"term_right_description": "Designed to vanish when no longer needed",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
}
|
||||
]
|
||||
},
|
||||
@@ -94,7 +94,7 @@
|
||||
"term_right": "micro",
|
||||
"term_right_description": "Operates at small scales with few participants or narrow scope",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "sovereign",
|
||||
@@ -102,7 +102,7 @@
|
||||
"term_right": "subsidiary",
|
||||
"term_right_description": "An operating logic under the control of a particular entity",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "self-enforcing",
|
||||
@@ -110,7 +110,7 @@
|
||||
"term_right": "enforced",
|
||||
"term_right_description": "Rules require external enforcement by authorities or institutions",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "abstract",
|
||||
@@ -118,7 +118,7 @@
|
||||
"term_right": "embodied",
|
||||
"term_right_description": "Participants learn the protocol by physically practicing it",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "obligatory",
|
||||
@@ -126,7 +126,7 @@
|
||||
"term_right": "voluntary",
|
||||
"term_right_description": "Participation in the protocol is optional and not coerced",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "flocking",
|
||||
@@ -134,7 +134,7 @@
|
||||
"term_right": "swarming",
|
||||
"term_right_description": "Coordination occurs through distributed interactions without central direction",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "defensible",
|
||||
@@ -142,7 +142,7 @@
|
||||
"term_right": "exposed",
|
||||
"term_right_description": "Weak boundaries and vulnerable to external influence",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "exclusive",
|
||||
@@ -150,7 +150,7 @@
|
||||
"term_right": "non-exclusive",
|
||||
"term_right_description": "Does not exclude the use of any other protocols",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
}
|
||||
]
|
||||
},
|
||||
@@ -164,7 +164,7 @@
|
||||
"term_right": "insufficient",
|
||||
"term_right_description": "Does not, on its own, adequately meet the needs and goals of participants",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "crystallized",
|
||||
@@ -172,7 +172,7 @@
|
||||
"term_right": "contested",
|
||||
"term_right_description": "Content and meaning are disputed or under debate",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "trust-evading",
|
||||
@@ -180,7 +180,7 @@
|
||||
"term_right": "trust-inducing",
|
||||
"term_right_description": "Relies on or cultivates trust among participants",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "predictable",
|
||||
@@ -188,7 +188,7 @@
|
||||
"term_right": "emergent",
|
||||
"term_right_description": "Produces unexpected or novel outcomes",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "exclusion",
|
||||
@@ -196,7 +196,7 @@
|
||||
"term_right": "inclusion",
|
||||
"term_right_description": "The protocol reduces barriers and includes diverse participants",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "Kafka",
|
||||
@@ -204,7 +204,7 @@
|
||||
"term_right": "Whitehead",
|
||||
"term_right_description": "Enables participants to carry out desired activities with less work or thought",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "dead",
|
||||
@@ -212,7 +212,7 @@
|
||||
"term_right": "alive",
|
||||
"term_right_description": "Actively utilized by relevant participants",
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
}
|
||||
]
|
||||
}
|
||||
@@ -225,8 +225,9 @@
|
||||
"term_right": "softness",
|
||||
"term_right_description": "The protocol tends toward properties characterized by softness",
|
||||
"instructions": "Take all the 'value' fields in the gradients above and determine a mean. Round it to the nearest integer. That is the 'value' here.",
|
||||
"automated": true,
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "polarized",
|
||||
@@ -234,8 +235,19 @@
|
||||
"term_right": "centrist",
|
||||
"term_right_description": "The analyst tended toward readings at the middle of the gradients",
|
||||
"instructions": "Take all the 'value' fields in the gradients above. Assess their degree of polarization. For instance, if all the values are either 1 or 9, the output would be 1, and if all of them are 5, the output would be 9.",
|
||||
"automated": true,
|
||||
"value": null,
|
||||
"citation": null
|
||||
"notes": null
|
||||
},
|
||||
{
|
||||
"term_left": "not useful",
|
||||
"term_left_description": "The bicorder was not useful or relevant for analyzing this protocol",
|
||||
"term_right": "very useful",
|
||||
"term_right_description": "The bicorder was very useful and relevant for analyzing this protocol",
|
||||
"instructions": "Evaluate the usefulness of this bicorder as a tool for analyzing this protocol, considering whether the gradient terms seemed revealing or irrelevant.",
|
||||
"automated": false,
|
||||
"value": null,
|
||||
"notes": null
|
||||
}
|
||||
]
|
||||
}
|
||||
|
||||
@@ -20,10 +20,11 @@
|
||||
macro < [|||||||||] > micro
|
||||
sovereign < [|||||||||] > subsidiary
|
||||
self-enforcing < [|||||||||] > enforced
|
||||
analyzed < [|||||||||] > embodied
|
||||
abstract < [|||||||||] > embodied
|
||||
obligatory < [|||||||||] > voluntary
|
||||
flocking < [|||||||||] > swarming
|
||||
defensible < [|||||||||] > exposed
|
||||
exclusive < [|||||||||] > non-exclusive
|
||||
|
||||
EXPERIENCE
|
||||
sufficient < [|||||||||] > insufficient
|
||||
|
||||
Reference in New Issue
Block a user