RESEARCH BASE

Search 3,721 documents across 34 fields — every claim tier-rated by evidence

3,721 Documents 34 Sections 43,625 Citations 34,852 Keywords Indexed 4 Evidence Tiers

3,633 are the core, quality-scored corpus (34 lettered sections — see How We Work); the remaining 88 are cross-corpus synthesis documents (68 InterDocs, 12 Connections, 8 Theories) also indexed here.

126 results for "digital trace data" — page 5 of 7

ZC_1_14 Credible Social Science

ZC_1_14 — Social Media Psychology

Social media usage is now near-universal among adolescents and young adults in developed nations (95% of US teens, Pew 2023), making its psychological effects one of the most debated topics in contemporary psychology. Th

social media Facebook Instagram TikTok Twitter screen time
ZC_4_09 Credible Social Science

ZC_4_09 — Visual Anthropology: Ethnographic Film and Image as Evidence

Visual anthropology — the study of human societies through visual media (photography, film, video, digital platforms) and the anthropological analysis of visual systems — occupies a unique position at the intersection of

visual anthropology ethnographic film Robert Flaherty Jean Rouch Margaret Mead Gregory Bateson
ZC_2_15 Verified Social Science

ZC_2_15 — Media Studies and Communication Theory

Media studies and communication theory examine how media technologies and institutions produce, distribute, and shape public meaning. Marshall McLuhan (Understanding Media, 1964) argued "the medium is the message" — the

media studies communication theory McLuhan mass media agenda setting framing
G_4_12 Verified Modern Frameworks

G_4_12 — Citizen Science and Open-Source Research

Citizen science — the systematic involvement of non-professional volunteers in scientific research through data collection, classification, analysis, or distributed computation — has emerged as a powerful modern framewor

citizen science crowdsourced research open science participatory research Galaxy Zoo eBird
G_1_13 Verified Modern Frameworks

G_1_13 — Use-Wear Analysis and Residue Studies — Reading Ancient Tools

Use-wear analysis (also called traceology or microwear analysis) and residue studies are complementary methodologies that determine how ancient tools were used — what materials they processed, what motions were involved,

use-wear microwear traceology residue analysis lithic tool
G_3_14 Verified Modern Frameworks

G_3_14 — Simulation Argument — Philosophy, Physics, and Testability

The Simulation Argument — formally presented by philosopher Nick Bostrom (2003, Philosophical Quarterly) — is not the claim that we live in a computer simulation, but rather a trilemma: at least one of the following thre

simulation argument simulation hypothesis Bostrom ancestor simulation computational universe digital physics
D_4_08 Verified Sites & Artifacts

D_4_08 — Underwater City of Pavlopetri: Bronze Age Submerged Site

Pavlopetri — a submerged settlement lying at shallow depths (1–4 m) just offshore of the Pounta headland in Vatika Bay, southern Laconia (Peloponnese, Greece), near the island of Elafonisos — is the oldest known submerge

Pavlopetri submerged city underwater archaeology Bronze Age Mycenaean Minoan
ZD_1_02 Verified Information & Computation

ZD_1_02 — Information Theory — Shannon, Entropy, and the Bit

Claude Shannon's 1948 paper "A Mathematical Theory of Communication" is one of the most consequential scientific publications of the 20th century. It defined information quantitatively — measured in bits — independent of

information theory Claude Shannon entropy bit channel capacity noise
ZD_1_13 Verified Information & Computation

ZD_1_13 — Kolmogorov Complexity and Algorithmic Information Theory

Kolmogorov complexity (also called algorithmic complexity, descriptive complexity, or program-size complexity) — the length of the shortest computer program (on a fixed universal Turing machine) that produces a given str

Kolmogorov complexity algorithmic information theory algorithmic randomness incompressibility minimal description length Solomonoff
ZD_1_03 Verified Information & Computation

ZD_1_03 — Information as Fundamental Reality

Multiple converging lines of evidence suggest information, not matter or energy, may be the most fundamental constituent of reality. From Wheeler's "It from Bit" to the holographic principle (3D reality encoded on 2D bou

information It from Bit Wheeler holographic principle Bekenstein bound Shannon entropy
ZD_1_04 Verified Information & Computation

ZD_1_04 — Coding Theory & Error Correction

Coding theory — the mathematics of reliable communication over unreliable channels — was founded by Claude Shannon (1948), who proved the existence of channel capacity (a maximum rate at which information can be transmit

coding theory error correction Shannon Hamming code Reed-Solomon information theory
ZD_3_07 Verified Information & Computation

ZD_3_07 — Parallel Computing and GPU Programming

Parallel computing — executing multiple computations simultaneously — has become the dominant paradigm for performance growth since single-core clock speeds plateaued (~2005). Flynn's taxonomy (1966) classifies computer

parallel computing GPU GPGPU CUDA multicore thread parallelism
ZD_5_00 Information & Computation

ZD_5_00 — Digital Culture Tools: Subfolder Summary

ZD_4_09 Verified Information & Computation

ZD_4_09 — Signal Processing and Fourier Analysis

Signal processing — the analysis, modification, and synthesis of signals (time-varying or spatially varying quantities) — is fundamental to telecommunications, audio engineering, image processing, radar, medical imaging,

signal processing Fourier transform FFT frequency domain spectral analysis digital signal processing
L_4_08 Verified Genetics & Origins

L_4_08 — Genetic Genealogy and Forensic Genomics

Genetic genealogy — the use of DNA testing for genealogical purposes — has undergone an explosive expansion since the early 2000s, driven by direct-to-consumer (DTC) genetic testing companies (23andMe, AncestryDNA, MyHer

genetic genealogy forensic DNA DNA profiling STR SNP array direct-to-consumer genetic testing
H_2_13 Verified Suppression & Thesis

H_2_13 — Reproducibility in Archaeology: Method Reliability Assessment

Reproducibility — the ability of independent researchers to produce the same results using the same methods on the same or equivalent materials — is a cornerstone of scientific credibility. Yet archaeology faces unique c

reproducibility replication reliability method archaeology excavation
H_4_11 Verified Suppression & Thesis

H_4_11 — Classified Science and Declassified Programs

Governments routinely classify scientific and technical research on national security grounds, creating vast bodies of knowledge that are inaccessible to the public, the scientific community, and democratic oversight for

classified research declassification MKUltra Operation Paperclip Manhattan Project born secret
P_1_06 Verified Philosophy & Meaning

P_1_06 — Personal Identity and Continuity

Personal identity — the question of what makes you you over time, and under what conditions you would cease to exist — is one of philosophy's most ancient and practically urgent problems. The core puzzle is persistence:

personal identity continuity Ship of Theseus copy problem teleportation paradox neuron replacement
ZE_4_09 Verified Ethics & Applied Philosophy

ZE_4_09 — Indigenous Rights and Intellectual Property Ethics

Indigenous rights and intellectual property ethics examines the tension between Western IP frameworks (patents, copyrights, trade secrets — designed for individual, time-limited ownership) and indigenous knowledge system

indigenous rights intellectual property traditional knowledge biopiracy WIPO CBD Nagoya Protocol
ZE_3_20 Credible Ethics & Applied Philosophy

ZE_3_20 — Artificial Consciousness Ethics and Moral Status of AI

The question of whether artificial systems can be conscious — and if so, what moral obligations humans would owe to such systems — has moved from science fiction to active philosophical and policy debate as AI capabiliti

artificial-consciousness moral-status ai-sentience machine-rights digital-minds consciousness-criteria