From e100848a0dae8f7500d6cdce42e36cf7f4d48053 Mon Sep 17 00:00:00 2001 From: Nathan Schneider Date: Fri, 2 Oct 2026 08:47:27 -0600 Subject: [PATCH] data: univariate averages outputs for the 1.2.6 run Produced alongside the img/ chart refresh via scripts/univariate_analysis.py: per-protocol and per-gradient averages tables, summary plots, and univariate_summary.txt (mean 5.44, median 5.48, normalized midpoint deviation 0.11). --- .../analysis/data/gradient_averages.csv | 24 + .../analysis/data/protocol_averages.csv | 412 ++++++++++++++++++ .../analysis/plots/averages_histogram.png | Bin 0 -> 87833 bytes .../analysis/plots/gradient_averages.png | Bin 0 -> 217145 bytes .../analysis/plots/protocol_averages.png | Bin 0 -> 135264 bytes .../analysis/reports/univariate_summary.txt | 40 ++ 6 files changed, 476 insertions(+) create mode 100644 analysis/data/synthetic_1.2.6/analysis/data/gradient_averages.csv create mode 100644 analysis/data/synthetic_1.2.6/analysis/data/protocol_averages.csv create mode 100644 analysis/data/synthetic_1.2.6/analysis/plots/averages_histogram.png create mode 100644 analysis/data/synthetic_1.2.6/analysis/plots/gradient_averages.png create mode 100644 analysis/data/synthetic_1.2.6/analysis/plots/protocol_averages.png create mode 100644 analysis/data/synthetic_1.2.6/analysis/reports/univariate_summary.txt diff --git a/analysis/data/synthetic_1.2.6/analysis/data/gradient_averages.csv b/analysis/data/synthetic_1.2.6/analysis/data/gradient_averages.csv new file mode 100644 index 0000000..326ff53 --- /dev/null +++ b/analysis/data/synthetic_1.2.6/analysis/data/gradient_averages.csv @@ -0,0 +1,24 @@ +gradient,set,mean,median,coverage +Entanglement_monopolistic_vs_pluralistic,Entanglement,8.510948905109489,9.0,1.0 +Design_technical_vs_social,Design,7.613138686131387,9.0,1.0 +Design_documenting_vs_enabling,Design,7.070559610705596,8.0,1.0 +Design_precise_vs_interpretive,Design,7.007317073170731,8.0,0.9975669099756691 +Experience_restraining_vs_liberating,Experience,6.64720194647202,8.0,1.0 +Entanglement_obligatory_vs_voluntary,Entanglement,6.434146341463415,8.0,0.9975669099756691 +Experience_dead_vs_alive,Experience,6.257907542579075,7.0,1.0 +Entanglement_defensible_vs_exposed,Entanglement,6.109756097560975,7.0,0.9975669099756691 +Experience_exclusion_vs_inclusion,Experience,5.897810218978102,7.0,1.0 +Design_static_vs_malleable,Design,5.485365853658537,7.0,0.9975669099756691 +Experience_trust-evading_vs_trust-inducing,Experience,5.425790754257908,6.0,1.0 +Entanglement_self-enforcing_vs_enforced,Entanglement,5.15609756097561,5.0,0.9975669099756691 +Entanglement_abstract_vs_embodied,Entanglement,4.931873479318734,5.0,1.0 +Design_universal_vs_particular,Design,4.91970802919708,4.0,1.0 +Experience_sufficient_vs_limited,Experience,4.780487804878049,5.0,0.9975669099756691 +Entanglement_flocking_vs_swarming,Entanglement,4.481751824817518,3.0,1.0 +Experience_crystallized_vs_contested,Experience,4.479318734793187,4.0,1.0 +Design_explicit_vs_implicit,Design,4.381995133819951,3.0,1.0 +Entanglement_sovereign_vs_subsidiary,Entanglement,4.364963503649635,3.0,1.0 +Design_formal_vs_vernacular,Design,4.265206812652068,3.0,1.0 +Experience_predictable_vs_emergent,Experience,4.0390243902439025,3.0,0.9975669099756691 +Entanglement_macro_vs_micro,Entanglement,4.014598540145985,2.0,1.0 +Design_durable_vs_ephemeral,Design,2.8248175182481754,2.0,1.0 diff --git a/analysis/data/synthetic_1.2.6/analysis/data/protocol_averages.csv b/analysis/data/synthetic_1.2.6/analysis/data/protocol_averages.csv new file mode 100644 index 0000000..e5180fb --- /dev/null +++ b/analysis/data/synthetic_1.2.6/analysis/data/protocol_averages.csv @@ -0,0 +1,412 @@ +Descriptor,average,n_gradients_scored +Chancery Ceremonies,3.0,23 +Submission of Exclusive Privileges,3.3043478260869565,23 +Minutes of Council of Ministers,3.347826086956522,23 +Royal Access Protocol,3.391304347826087,23 +Theocracies,3.4782608695652173,23 +Communication Protocols (Cold War),3.5652173913043477,23 +Kraftwerk's Aesthetic Minimalism,3.608695652173913,23 +German Bureaucratic Prose,3.652173913043478,23 +Bertillonage,3.6956521739130435,23 +Silhouette Creation,3.739130434782609,23 +Building Codes,3.739130434782609,23 +European Hoff Ceremonial Protocol,3.739130434782609,23 +Decision-Making within the Cabinet,3.782608695652174,23 +Photographic Standardization,3.782608695652174,23 +Coordinated Universal Time (UTC),3.8260869565217392,23 +Succession Protocols,3.8260869565217392,23 +Victorian Room Design (Enclosure),3.869565217391304,23 +Westphalian System,3.869565217391304,23 +Office Space Survey Protocol,3.9130434782608696,23 +Racist Protocols,3.9545454545454546,22 +Authority Assertions via Linguistic Precision,3.9565217391304346,23 +International Meridian Conference,4.0,23 +Form-Based Interaction Protocol,4.0,23 +Imperial Grace Awarding,4.0,23 +Observational Science Protocols,4.0,23 +Traffic Signals,4.0,23 +Nuclear Protocols,4.0,23 +ARPANET Protocols,4.043478260869565,23 +Ethereum Proof of Work,4.086956521739131,23 +Embossing Protocol (BankAmericard),4.086956521739131,23 +Navigational Protocols,4.086956521739131,23 +Whitworth Screw Thread Protocol,4.086956521739131,23 +Criminological Discourse Protocols,4.130434782608695,23 +Seating Arrangements Protocol,4.130434782608695,23 +Shipping Container Protocol,4.130434782608695,23 +Code of Criminal Procedure Protocol,4.130434782608695,23 +Protocol of Operational Closure,4.130434782608695,23 +Reporting Conventions for Election Integrity,4.173913043478261,23 +Minute-Taking Protocol,4.173913043478261,23 +NSU Trial Protocol,4.173913043478261,23 +Protocol for Good Death,4.173913043478261,23 +Time Zones,4.173913043478261,23 +Arendt's Reporting Protocol,4.173913043478261,23 +Proof of Work Consensus,4.217391304347826,23 +Protocol for Academic Science,4.217391304347826,23 +Flag-Raising/Lowering Protocols,4.217391304347826,23 +Audience Recording Protocol,4.260869565217392,23 +Shorthand Transcription,4.260869565217392,23 +Blueprint Protocol,4.260869565217392,23 +Gold Standard,4.304347826086956,23 +Islamic Dietary Laws,4.304347826086956,23 +Vienna Convention (Diplomatic Law),4.304347826086956,23 +Totalitarian Hospitalization Protocol,4.304347826086956,23 +Cloud Data Capturing,4.3478260869565215,23 +TCP/IP,4.3478260869565215,23 +Insurance Claim Protocol,4.3478260869565215,23 +Grid-Based Urban Planning,4.3478260869565215,23 +Minute Book Recording Protocol,4.3478260869565215,23 +Capital Markets Opening and Closing Times Protocol,4.3478260869565215,23 +Sacrament of Eucharist,4.3478260869565215,23 +Difficulty Bomb (Ethereum),4.3478260869565215,23 +Staking Protocols,4.391304347826087,23 +Corporate Contracts,4.391304347826087,23 +Carriage Dispute Protocol,4.434782608695652,23 +Gold Coinage,4.434782608695652,23 +Time Zone Standardization,4.434782608695652,23 +Bitcoin Protocol,4.434782608695652,23 +Royal Protocols,4.434782608695652,23 +Email Services,4.434782608695652,23 +Observational Documentation Protocol (Secret Services),4.478260869565218,23 +Military Protocols,4.478260869565218,23 +Borgesian Aleph Construction,4.478260869565218,23 +Military Drill Techniques,4.478260869565218,23 +Uniform Resource Locator (URL) Protocol,4.478260869565218,23 +Disciplinary Procedure Protocol,4.478260869565218,23 +Protocol of the Elders of Zion,4.5,20 +Petition Submission,4.521739130434782,23 +White Cube Presentation Protocol,4.521739130434782,23 +Eichmann Trial Protocol,4.521739130434782,23 +Lift and Transfer Protocol,4.521739130434782,23 +QWERTY Keyboard Protocol,4.521739130434782,23 +Physiognomic Interpretation,4.521739130434782,23 +Crisis Communication Protocols (Cold War),4.521739130434782,23 +TSA Airport Security,4.565217391304348,23 +Ennoblement Protocols,4.565217391304348,23 +Piece Wage System,4.565217391304348,23 +Sellers Screw Thread Protocol,4.565217391304348,23 +Petitioning for Privileges,4.565217391304348,23 +Mapping & Charting Protocols,4.608695652173913,23 +Legal Protocol (General),4.608695652173913,23 +Stenography Protocols,4.608695652173913,23 +Proof of Stake Consensus,4.608695652173913,23 +Hotline Communication Protocol,4.636363636363637,22 +DNS,4.6521739130434785,23 +Rust Programming Language Principles,4.6521739130434785,23 +House Addressing (Tax Collection/Conscription),4.6521739130434785,23 +Imperial Mark Protocol,4.6521739130434785,23 +Mass Surveillance Protocols,4.695652173913044,23 +Airport Security Procedures,4.695652173913044,23 +Early Fatality Reporting,4.695652173913044,23 +International Organization for Standardization (ISO),4.695652173913044,23 +Benefit Application Procedures,4.695652173913044,23 +Ethereum Proof of Stake,4.695652173913044,23 +Birth Registration (City Hall),4.739130434782608,23 +Language Regulation,4.739130434782608,23 +Threshold Forgetting Protocols,4.739130434782608,23 +Command and Control,4.739130434782608,23 +Coal Dust Mitigation,4.739130434782608,23 +City-States,4.739130434782608,23 +Reykjavik Protocol,4.739130434782608,23 +Chronometer Usage Protocol,4.739130434782608,23 +Diplomatic Protocol,4.739130434782608,23 +Patriotic Protocols,4.782608695652174,23 +Calendar Invite and Alarm System,4.782608695652174,23 +Stock Exchange Trading Halt Protocol,4.782608695652174,23 +World Zionist Congress,4.782608695652174,23 +NAGPRA,4.826086956521739,23 +Decision-Making Process in Case of Disagreement,4.826086956521739,23 +Islamic Prayer Rituals,4.826086956521739,23 +Imperial Family Interactions,4.826086956521739,23 +Tribal Protocols of the Cultural Resources Program,4.826086956521739,23 +Canary Use for Gas Detection,4.826086956521739,23 +Protocol Analysis (Ericsson & Simon),4.826086956521739,23 +Handwashing,4.826086956521739,23 +Crash Protocol,4.869565217391305,23 +Lift and Transfer Protocol,4.869565217391305,23 +Roman Senate Advisory Decree,4.869565217391305,23 +Rhetorical Canons,4.869565217391305,23 +Elevator Button Addressing,4.869565217391305,23 +Ethereum Protocol,4.869565217391305,23 +Think Aloud Protocol,4.869565217391305,23 +Ministerial Conferences,4.869565217391305,23 +Layer 2 Scaling Solutions,4.913043478260869,23 +Evidence-Based Debates,4.913043478260869,23 +Council of Ministers Meetings,4.956521739130435,23 +Translation Correction Protocol,4.956521739130435,23 +Flux Divergence,4.956521739130435,23 +Currency Ledgers,4.956521739130435,23 +Kleros Dispute Resolution Protocol,4.956521739130435,23 +Manifest Destiny,4.956521739130435,23 +Longitude Determination Protocols,5.0,23 +Memorization Palaces,5.0,23 +Cowrie Bead Currency,5.043478260869565,23 +Bell Pit Spacing,5.043478260869565,23 +Philanthropic Foundation Advocacy Protocol,5.043478260869565,23 +Pedestrian Traffic Rules Protocol,5.043478260869565,23 +OODA Loop,5.043478260869565,23 +Meeting Scheduling,5.086956521739131,23 +Clan Identification,5.086956521739131,23 +Police Intervention Protocol,5.086956521739131,23 +Robert Musil’s Protocol of Critical Assessment,5.086956521739131,23 +Conciliatory Chairman Intervention Protocol,5.086956521739131,23 +De umbrias ideareum (Bruno’s Memory Seals),5.086956521739131,23 +Police-led Information-Gathering Network,5.130434782608695,23 +Würzburg Psychology's Experimenter-Guided Observation,5.130434782608695,23 +Dinner Etiquette,5.130434782608695,23 +Mundaneum Protocol,5.130434782608695,23 +Department Council Protocols,5.130434782608695,23 +Petition Submission and Review,5.130434782608695,23 +Sacrament of Reconciliation,5.173913043478261,23 +Corridor Design (Government Buildings),5.173913043478261,23 +Political Thriller/Police Movie Protocol,5.173913043478261,23 +College Enrollment,5.173913043478261,23 +Public Health Behavioral Guidelines,5.173913043478261,23 +Sonic Engineering Protocols,5.173913043478261,23 +Arranged Marriage,5.173913043478261,23 +Dust Suppression Efforts,5.173913043478261,23 +Discernment of Spirits,5.217391304347826,23 +Michi Saagiig Clan Introduction,5.217391304347826,23 +Diaries (Experimental Soul Studies),5.217391304347826,23 +Art Historical/Curatorial Validation Protocol,5.217391304347826,23 +CubeSat Protocol,5.217391304347826,23 +League of Nations,5.217391304347826,23 +Script Provision Protocol,5.217391304347826,23 +USB-C Connector Protocol,5.260869565217392,23 +ActivityPub Protocol,5.260869565217392,23 +SZ Journalists' Note-Taking Protocol,5.260869565217392,23 +CRISPR,5.260869565217392,23 +Meeting Protocol (Museum),5.260869565217392,23 +Mecanno Kit,5.260869565217392,23 +Peer Review,5.260869565217392,23 +Senatus Consultum,5.260869565217392,23 +Canonical Bridge Protocols,5.260869565217392,23 +COVID-19 Regulations,5.304347826086956,23 +Intangible Cultural Heritage Department Protocols,5.304347826086956,23 +Profile Photo Change (Symbolic Participation Protocol),5.304347826086956,23 +EIP (Ethereum Improvement Proposal),5.304347826086956,23 +Information Campaign (Nationalist Commentators),5.304347826086956,23 +Six-Day Work Week,5.3478260869565215,23 +Video Game Tournament Disqualification Protocol,5.3478260869565215,23 +Decision-Making via Vote,5.3478260869565215,23 +Scent-Free Attendance,5.3478260869565215,23 +Commemorative Coin Protocol,5.3478260869565215,23 +Decentralized Autonomous Organization (DAO) Governance Voting Protocol,5.3478260869565215,23 +Memory Wheels,5.3478260869565215,23 +Secular Lunar Calendar,5.391304347826087,23 +Artisanal Marketing Protocol,5.391304347826087,23 +Time Distribution via Gun Time,5.391304347826087,23 +Hats Protocol,5.434782608695652,23 +Bristlemouth Protocol,5.434782608695652,23 +Literary Genre Conventions (General),5.434782608695652,23 +COVID-19 Pandemic Protocols,5.434782608695652,23 +Semantic Web Protocol,5.478260869565218,23 +Bilderatlas Mnemosyne (Warburg’s Method),5.478260869565218,23 +Spam/Dilution Tactics (Content Disruption Protocol),5.478260869565218,23 +Ethereum DAO Withdrawal Protocol,5.478260869565218,23 +Basel Program,5.478260869565218,23 +Annual Feasts,5.478260869565218,23 +Dating Websites (Pre-App),5.478260869565218,23 +Network State Founder Protocols,5.478260869565218,23 +Tjukurpa (Dreaming Stories),5.478260869565218,23 +Reporting of Financial Status,5.521739130434782,23 +Islamic Memorization,5.521739130434782,23 +COVID-19 Mask Mandate Protocols,5.521739130434782,23 +Timekeeping for Activities (Yin/Yang Hours),5.521739130434782,23 +Stereographic Exchange,5.521739130434782,23 +Greenwich Mean Time,5.521739130434782,23 +Truth and Reparations Commission Protocols,5.521739130434782,23 +Xanadu Protocol,5.565217391304348,23 +Technical-Political Distinction Protocol,5.565217391304348,23 +Medical System (US),5.565217391304348,23 +Windrush Generation Protocols,5.565217391304348,23 +Rhymes and Syllabic Rhythm,5.565217391304348,23 +Political Discourse Protocol,5.565217391304348,23 +MFA Seminar Protocols,5.565217391304348,23 +Human Rights,5.565217391304348,23 +DNA Testing Kits,5.608695652173913,23 +Wampum Belt Bead Code,5.608695652173913,23 +Quadratic Voting,5.608695652173913,23 +Pale Fire Protocol,5.608695652173913,23 +Systematic Experimental Self-Observation,5.608695652173913,23 +Noon-day Gun Protocol,5.608695652173913,23 +Choose Your Own Adventure Protocol,5.608695652173913,23 +Underground Resistance's Bandana Protocol,5.608695652173913,23 +Climate Treaties,5.608695652173913,23 +Publishing Protocols,5.6521739130434785,23 +Election Reporting Conventions,5.6521739130434785,23 +Model 500's Detroit Techno Identity,5.6521739130434785,23 +Injection Protocol,5.6521739130434785,23 +Protocol of Tjukurpa (Dreamtime Instructions),5.695652173913044,23 +Face-Restoring Protocol,5.695652173913044,23 +Simplan Credit Card System,5.695652173913044,23 +BankAmericard Distribution Protocol,5.695652173913044,23 +MEV (Maximal Extractable Value),5.695652173913044,23 +RFC Process,5.695652173913044,23 +Protocol of Targeted Killing,5.695652173913044,23 +Public Enemy’s Political Activism,5.739130434782608,23 +Territory Acknowledgement,5.739130434782608,23 +Introduction Protocol,5.739130434782608,23 +Chronicles of Suffering (Thirty Years' War),5.739130434782608,23 +Halal and Gluten-Free Food Options,5.739130434782608,23 +Protocol for COVID Masking,5.782608695652174,23 +Automobile Driver Warning Protocol,5.782608695652174,23 +Hundred Gradations Incense Seal Protocol,5.782608695652174,23 +Open Source Protocols,5.782608695652174,23 +Tribal Council Research Permit,5.782608695652174,23 +Linux Kernel Production,5.782608695652174,23 +Knotted Cord Alarm Protocol,5.782608695652174,23 +Nishnaabeg Storytelling Traditions,5.782608695652174,23 +Deliberative Analyses,5.782608695652174,23 +ResearchHub Model,5.826086956521739,23 +Gas Testing with Candle,5.826086956521739,23 +Socratic Method,5.826086956521739,23 +Fundamental Cause Investigations,5.826086956521739,23 +Protocol for Evaluating Clock Protocols,5.826086956521739,23 +Community Land Acknowledgement Protocol (Gallery),5.826086956521739,23 +Proactive Suggestion Protocol,5.826086956521739,23 +Paris Agreement,5.826086956521739,23 +Child Discipline (Spanking/Grounding),5.826086956521739,23 +International Law (as Protocol),5.869565217391305,23 +Hypertext/Hypermedia Protocol,5.869565217391305,23 +Narrative Blogging Protocols,5.869565217391305,23 +Dispute Resolution Through Mediation,5.869565217391305,23 +"""Open Publishing",5.913043478260869,23 +Coordinatizing Scientific Observation,5.913043478260869,23 +Silicon Valley Model,5.913043478260869,23 +Political Protocols (Arendt & Schmitt),5.913043478260869,23 +Job Interview Protocol,5.956521739130435,23 +Naming Protocols (Land Acknowledgements & Introductions),5.956521739130435,23 +NLS Protocol,5.956521739130435,23 +Protocol of Kinship,5.956521739130435,23 +Dating Apps,5.956521739130435,23 +Lingua Franca,5.956521739130435,23 +Detroit Techno Music Performance Protocols,5.956521739130435,23 +Unionized Worker Right to Strike,5.956521739130435,23 +Clinical Trial Design,5.956521739130435,23 +Sign Language Interpretation Protocol,6.0,23 +Pipe Ceremony Protocol,6.0,23 +Facebook Protocol,6.0,23 +Songlines,6.0,23 +Access-Centered Practices,6.0,23 +Urban Rewilding Protocol,6.043478260869565,23 +Sin Protocol (Ignatian),6.043478260869565,23 +Swiping,6.043478260869565,23 +Funeral Rituals,6.043478260869565,23 +Shadbush Tree Planting,6.043478260869565,23 +I Ching Protocol,6.043478260869565,23 +Abdication Protocol,6.086956521739131,23 +HyperCard Protocol,6.086956521739131,23 +Uninsurable Protocol,6.086956521739131,23 +Exit to Community Model,6.086956521739131,23 +Autonomous Worlds (0xPARC framework),6.086956521739131,23 +VPN Usage (Circumvention Protocol),6.130434782608695,23 +Memetic Culture,6.130434782608695,23 +Community Lore Protocols,6.130434782608695,23 +Diaries (Puritan & Pietist),6.130434782608695,23 +Rhizomatic Urban Farm Expansion Protocol,6.130434782608695,23 +Anishinaabeg Visiting Protocols,6.130434782608695,23 +Lenin's Revolutionary Organization Protocol,6.136363636363637,22 +Deep Fake Generation Protocols,6.173913043478261,23 +Keeping in Touch (Return Visits),6.173913043478261,23 +Sustos Retrieval,6.173913043478261,23 +Silicon Valley Exit,6.173913043478261,23 +Bamboo Sales (Village Artisan Example),6.217391304347826,23 +Social Entrepreneurship,6.217391304347826,23 +Drift Mine Slope Excavation,6.217391304347826,23 +Mutual Exchange Practices,6.217391304347826,23 +Performance of Transparency,6.217391304347826,23 +Compost-Based Ritual Protocols,6.217391304347826,23 +Oral Communication Preferences,6.217391304347826,23 +Buddhist Monastery Protocols,6.217391304347826,23 +Offering Alternative Respect Tokens,6.260869565217392,23 +Marginal Note Usage,6.260869565217392,23 +ASL Provision Protocol,6.304347826086956,23 +Web Protocols,6.304347826086956,23 +Incense Clock Protocol,6.304347826086956,23 +High-Frequency Trading Protocol,6.304347826086956,23 +Drexciya's Sonic World Building,6.304347826086956,23 +State-Sponsored Interference Protocol,6.318181818181818,22 +Music Genre Protocols,6.3478260869565215,23 +Circular Movement Protocol,6.3478260869565215,23 +Cooking Practices,6.3478260869565215,23 +Anishinaabeg Knowledge Sharing Protocols,6.3478260869565215,23 +Content Moderation Standards,6.3478260869565215,23 +Quilting Practices,6.391304347826087,23 +New York Garment Worker Strike Protocols,6.391304347826087,23 +LK-99 Replication Craze,6.391304347826087,23 +Access Check-in,6.391304347826087,23 +Distributed Cooperatives (DisCOs),6.391304347826087,23 +Vigil for Murdered Environmentalists,6.434782608695652,23 +Toyota Killswitch Protocol,6.434782608695652,23 +Protocol Departure in Creative Writing,6.434782608695652,23 +Lemon Balm Protocol,6.478260869565218,23 +Open Source Estrogen,6.478260869565218,23 +Teaching Protocol (Paulo Freire),6.478260869565218,23 +Deep Listening,6.521739130434782,23 +Protocol of Reclamation,6.521739130434782,23 +Office Request Protocol,6.521739130434782,23 +Network Nations Protocols,6.521739130434782,23 +Ethnographic Containment,6.521739130434782,23 +DIY Hormone Detection,6.521739130434782,23 +Goffman's Interactional System Protocol,6.565217391304348,23 +Extinction Rebellion Affinity Networks Protocols,6.565217391304348,23 +Vibe Culture,6.565217391304348,23 +Vogue'ology,6.565217391304348,23 +House Style,6.565217391304348,23 +Marronage,6.608695652173913,23 +Planting Tree Protocols,6.608695652173913,23 +Black Time Belt,6.608695652173913,23 +Tobacco Offering Protocol,6.608695652173913,23 +Handshake,6.608695652173913,23 +Column Chromatography,6.6521739130434785,23 +Pagamento (Payback),6.6521739130434785,23 +Bartleby Protocol,6.6521739130434785,23 +Black Poethics,6.6521739130434785,23 +Neighborhood Food Distribution Festival Protocol,6.695652173913044,23 +Environmental Vigil Protocols,6.695652173913044,23 +Participatory Studies (Seed Oils),6.695652173913044,23 +African Futurist Escape,6.695652173913044,23 +Myal Protocols,6.695652173913044,23 +Ultimate Frisbee Gameplay,6.695652173913044,23 +Oblique Messaging/Editing (Content Circulation Protocol),6.695652173913044,23 +Cover Letter (Early Credit Agreements),6.739130434782608,23 +Mutual Aid Swarm Protocol,6.739130434782608,23 +Plantationocence,6.739130434782608,23 +Witness Interaction Protocol,6.739130434782608,23 +Environmental Racism Protocols,6.739130434782608,23 +Urine-Hormone-Extraction-Action,6.739130434782608,23 +Abolitionist Practice Protocol,6.739130434782608,23 +Xenopolitics #1: Petro-bodies and Geopolitics of Hormones,6.739130434782608,23 +CART (Communication Access Realtime Translation) Provision Protocol (Community Arts Org),6.739130434782608,23 +Listening Protocols,6.782608695652174,23 +Milking Apparatus,6.782608695652174,23 +Food Localization Protocol,6.826086956521739,23 +Ecology Protocols (Local Knowledge),6.826086956521739,23 +Childbirth Protocols (Local Knowledge),6.826086956521739,23 +Prime Meridian Unconference,6.869565217391305,23 +SILENT/LISTEN Protocol,6.869565217391305,23 +Participatory Guarantee Systems (PGS),6.869565217391305,23 +Communal Altar Creation,6.913043478260869,23 +Seven Ancestor Teachings,6.913043478260869,23 +Afrofuturism,6.913043478260869,23 +Black Feminist Protocols,6.956521739130435,23 +Flint Arrowhead Manufacturing Protocols,6.956521739130435,23 +Artistic Collaboration,7.0,23 +Relationship-Building in Deaf Community,7.0,23 +Protocol for Dance Collaboration,7.0,23 +Tarot Card Interpretation,7.0,23 +Pop-up Village Protocols,7.043478260869565,23 +YES-HER Yeast Biosensors,7.043478260869565,23 +Means Without Ends,7.086956521739131,23 +Doubloon Game Protocol,7.173913043478261,23 +Public Amateurism,7.173913043478261,23 +Occupying Vacancy Protocol,7.173913043478261,23 +Pickup Basketball/Soccer Games,7.217391304347826,23 +Alusi Trance (African Futurism),7.304347826086956,23 +Access Intimacy Protocol,7.304347826086956,23 +Gestural Warning Protocol,7.304347826086956,23 +Sangoma Healing Practices,7.521739130434782,23 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