Lowconfidence— Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: the final assessment does not establish a complete supported answer for every requested part
· llm:deepseek:deepseek-flash
Review the original question, current payer, source cap and visibility before asking again. Reopening does not submit or spend anything. The saved report stays unchanged.
§ IIThe reading2 cited
Lowsource grounding— Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: the final assessment does not establish a complete supported answer for every requested partdeep researchpreview plan 1/1 claimsSelected sources: 2/8 proposals
Recorded evidence
Targets with inspectable excerpts: 1/1.
Excerpt presence and estimated support do not establish a complete or factually correct answer.
Final coverage assessment — The single sub-claim asks for running shoes for beginners. S1 provides general beginner guidance (fit, comfort, ride; get feet measured/scanned; try shoes at a local running store) and a title indicating a top-7 beginner shoe list, but the excerpt does not include the actual shoe recommendations or detailed selection criteria. S2 provides introductory beginner criteria (comfortable, stable, confidence-inspiring, easy on feet) and category headings (budget, cushioned, run/walk, stability) plus mentions of specific picks (Kiprun Kipride Max, Saucony Guide 18), but the excerpt does not include full model details or a complete list. Together they give a partial answer to 'running shoes for beginners,' but the requested specifics (concrete recommended models with rationale) are only partially present and not fully detailed. The assessment does not establish a complete supported answer for every requested part.
Opens an editable question. Review the question and budget before starting a new research run, which may incur charges.
> ⚠ Low confidence — Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: the final assessment does not establish a complete supported answer for every requested part. Treat this as provisional.
Model-written summary with sentence-level citations. Each sentence is followed by the verbatim source text it was checked against; sentences without a qualifying excerpt were removed.
Research target 1
Requested topic (unverified): “running shoes for beginners”
Beginners should choose running shoes that feel comfortable and stable for early goals like a first mile or 5K. Source text: “If you're new to running, you'll want a pair of shoes that feel comfortable and stable, whether you're working toward your first mile without stopping or your first 5K.”
Beginners are strongly advised to visit a local running store or outlet before committing to a pair of shoes. Source text: “I can’t stress enough that you should head to your local running store or outlet before committing to a pair of shoes.”
Summary sentences are model-written and model-checked, not independently verified; they claim no more than their excerpts and are not a complete synthesis. Excerpts establish source grounding, not that a source is correct. Source statements may be wrong or conflicting. Payment states remain in the separate receipt.
Evidence ledger — recorded source excerpts
Research targets are unverified topics. Coverage is an estimate of excerpt support, not proof of entailment, factual truth or a complete answer.
Requested topic (unverified): “running shoes for beginners”
60% estimated
“If you're new to running, you'll want a pair of shoes that feel comfortable and stable, whether you're working toward your first mile without stopping or your first 5K.” [S2] The 5 Best Running Shoes For Beginners of 2026
“I can’t stress enough that you should head to your local running store or outlet before committing to a pair of shoes.” [S1] The 7 Best Running Shoes for Beginners in 2026, Tested by Runner’s World
What if a source were missing?
Temporarily leave out one source to see which research targets retain excerpts in this report.
Targets are requested topics, not verified assertions. Excerpts do not prove truth or independent corroboration. This view keeps the answer, confidence and payments unchanged and makes no new requests.
Local excerpt view
Showing the original excerpt ledger.
running shoes for beginners
2 recorded excerpts remain.
Original excerpts
2
Excerpts in this view
2
Inspect remaining excerpts
“If you're new to running, you'll want a pair of shoes that feel comfortable and stable, whether you're working toward your first mile without stopping or your first 5K.”
S2 · rtings.com · The 5 Best Running Shoes For Beginners of 2026 · version eda32cfdabde51a0fc5f37c54558e02ddd3e1675ac77e6c96ad612dec409ff6e
“I can’t stress enough that you should head to your local running store or outlet before committing to a pair of shoes.”
S1 · runnersworld.com · The 7 Best Running Shoes for Beginners in 2026, Tested by Runner’s World · version b7811d3f8a5d6614b7b117c5235fd3b11d42d6716595c04601822f92d744d2d9
Research evidence matrix
Compare unverified research targets with cited sources and inspect recorded excerpts. An empty cell means no inspectable excerpt was recorded; it does not establish whether a claim is true, false, or disputed. Coverage and agent confidence do not prove entailment, measured accuracy or complete synthesis.
Downloads include the complete evidence matrix, including targets hidden by these filters.
Research target (unverified)
running shoes for beginners
Inspection status: Recorded excerpt
Inspect cited sources
[S1]
The 7 Best Running Shoes for Beginners in 2026, Tested by Runner’s World
Publication: runnersworld.com
Published: Not recorded
Recorded version: b7811d3f8a5d6614b7b117c5235fd3b11d42d6716595c04601822f92d744d2d9
If you're new to running, you'll want a pair of shoes that feel comfortable and stable, whether you're working toward your first mile without stopping or your first 5K.
Reference export
2 article references. Recorded titles, links and dates; observed scholarly records also include supplied authors, DOI and journal metadata with read limits. Review metadata before using in a paper. Import RIS into Zotero with File → Import.
Free public reference · no creator payment · extracted html text
55%
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Spent
$0
To creators
—
Decisions
0 bought · 69 skipped
Public / cached reads
2 public reads
llm:deepseek:deepseek-flashlive on Arc mainnet
Decision log · 103 steps
§ IThe decision$0 settled / $0.05
0%
Scroll inside the log to read earlier steps. Jump to latest to follow new steps.
Decompose
Breaking down: "running shoes for beginners"
Decompose
Identified 1 research target(s) to investigate; these are not established facts
Decompose
Deep mode: up to 4 paid/cached/public reads plus one bounded gap-expansion pass when needed.
Discover
Article library searched across retained history: 12 matching article(s). Different articles from one publisher may support different research targets; preview matches alone are not evidence.
Discover
Web search: 1/1 planned queries attempted, 1 succeeded, 10 public page previews/leads, 0 unavailable queries. Previews and supplied URLs are discovery only. Public reads spend no USDC; model and service operating costs remain separate.
Discover
Discovered 2 verified creator candidate(s) from 2 publisher(s) and 69 free public reference candidate(s)
Pre-check
Claim-aware portfolio (exhaustive; bounded selection, not a claim of global optimality) selected 2/8 positive proposal(s): 2 free/cache selections + 0 paid fresh selections, predicting 1/1 claim(s) above the evidence floor with $0.000000/$0.025000 fetch USDC reserved.
Pre-check
Free-preview pre-check maps an actionable source to every sub-claim (1/1); paid reading may proceed within the budget.
DecideCACHE
The 7 Best Running Shoes for Beginners in 2026, Tested by Runner’s World$0 · EV 90%
Runner's World tested roundup of best beginner running shoes with buying criteria; directly on target. Free read. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — selected for the claim-aware evidence portfolio (targets claim 1; 0 fetch USDC, 1 attention slot).
DecideCACHE
The 5 Best Running Shoes For Beginners of 2026 - RTINGS.com$0 · EV 85%
RTINGS lab-tested best beginner running shoes with budget/mid-range picks; directly relevant. Free read. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — selected for the claim-aware evidence portfolio (targets claim 1; 0 fetch USDC, 1 attention slot).
DecideSKIP
Apache Software Foundation - Security scanning at Foundation scale$0 · EV 0%
Apache security scanning post is unrelated to beginner running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Apache Arrow - Apache Arrow 26.0.0 Release$0 · EV 0%
Arrow release notes about columnar data have no bearing on running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
arXiv - Modernizing arXiv technology: Updates on the arXiv-CE project$0 · EV 0%
arXiv platform engineering update is unrelated to footwear advice. - free public feed reference; no purchase or creator reward.
DecideSKIP
arXiv cs.AI paper announcements - Agent Behavior Maps: Locating Agents by What They Would Do, Without Running Them$0 · EV 0%
AI agent behavior paper abstract is unrelated to beginner running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Bank for International Settlements - News shocks and inflation: theory and evidence from large oil discoveries$0 · EV 0%
BIS inflation research on oil discoveries is unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Chip Huyen - Common pitfalls when building generative AI applications$0 · EV 0%
Generative AI engineering pitfalls are unrelated to running shoe selection. - free public feed reference; no purchase or creator reward.
DecideSKIP
Chrome for Developers - What's New in WebGPU (Chrome 155-156)$0 · EV 0%
WebGPU browser API notes are unrelated to beginner running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Cloudflare Workers - A fully programmable secure web gateway$0 · EV 0%
Cloudflare gateway product post is unrelated to footwear. - free public feed reference; no purchase or creator reward.
DecideSKIP
Creative Commons - From Reflection to Action: 8 Hot Takes from CC’s Open Heritage Roundtable$0 · EV 0%
Open heritage licensing roundtable is unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Google DeepMind - Beyond tree cover: mapping the world’s forest types$0 · EV 0%
Forest type mapping research is unrelated to beginner running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Distill - A Gentle Introduction to Graph Neural Networks$0 · EV 0%
Graph neural network tutorial is unrelated to footwear advice. - free public feed reference; no purchase or creator reward.
DecideSKIP
Django - DSF member of the month - Ken Whitesell$0 · EV 0%
Django community member profile is unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Directory of Open Access Journals - From partnership to policy: How DOAJ and Ukraine are strengthening open access publishing$0 · EV 0%
Open access publishing partnership is unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Docker - Security Update on PHP2Shell: Impact for Docker Customers$0 · EV 0%
PHP security update for Docker users is unrelated to footwear. - free public feed reference; no purchase or creator reward.
DuckDB release announcement is unrelated to beginner running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Eugene Yan - Growing and Running Your Data Science Team$0 · EV 0%
Data science team management writing is unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
GitHub Engineering - Staying Evergreen: How we automated secure access and repo hygiene in a shared org$0 · EV 0%
GitHub repo hygiene automation post is unrelated to footwear. - free public feed reference; no purchase or creator reward.
DecideSKIP
The Go Blog - Interactive refactoring in gopls$0 · EV 0%
gopls refactoring article is unrelated to beginner running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Google Research - Bringing foundational models to the front lines of TB screening$0 · EV 0%
TB screening AI research is unrelated to running shoe recommendations. - free public feed reference; no purchase or creator reward.
DecideSKIP
IPFS - New Stewards for Public IPFS Network Services$0 · EV 0%
IPFS network stewardship post is unrelated to footwear. - free public feed reference; no purchase or creator reward.
DecideSKIP
Kotlin - KotlinConf Recap: Lessons from Verifone’s Architect on Kotlin in Mission-Critical Payments$0 · EV 0%
Kotlin payments architecture recap is unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Krebs on Security - Widespread PHP Flaw May Cause Many Site Outages Today$0 · EV 0%
PHP vulnerability reporting is unrelated to beginner running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Lilian Weng - Harness Engineering for Self-Improvement$0 · EV 0%
LLM self-improvement harness engineering is unrelated to footwear advice. - free public feed reference; no purchase or creator reward.
DecideSKIP
Martin Fowler - Fragments: October 21$0 · EV 0%
Software architecture fragments; unrelated to beginner running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
MDN Blog - VS Code: Tips and tricks for beginners$0 · EV 0%
VS Code tips for developers; no relation to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Microsoft Engineering - Diagnosing instability in production-scale agent reinforcement learning$0 · EV 0%
Agent reinforcement learning infrastructure; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Microsoft Research - Agent Lightning v1.0: A 3,500-Line Lightweight Agentic RL Framework for Training Agents with Real Harnesses$0 · EV 0%
Agentic RL framework research; unrelated to beginner running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
MIT News: Artificial Intelligence - At MIT, Martha Minow speaks on sustaining democracy, both by using and overcoming AI$0 · EV 0%
AI and democracy lecture coverage; unrelated to footwear. - free public feed reference; no purchase or creator reward.
DecideSKIP
Mozilla AI - Who searches the web for your agent?$0 · EV 0%
Agent web search infrastructure; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Mozilla Hacks - PACT: Anonymous Credentials for the Web$0 · EV 0%
Anonymous web credentials; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Netlify - 5x faster Edge Functions: v8 isolates to Unikraft MicroVMs$0 · EV 0%
Edge function infrastructure; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Ollama - Reflection's Beam is freely available on Ollama for a limited time$0 · EV 0%
Local LLM model announcement; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
OpenAI Developers - Realtime prompting guide$0 · EV 0%
Realtime voice prompting guide; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
OpenAlex - Same topics, better assignments: a new topic classifier for OpenAlex$0 · EV 0%
Scholarly topic classifier; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Open Source Security Foundation - Who Checked It? Attestations, Gemara, and CRA Due Diligence$0 · EV 0%
Supply-chain attestations; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Our World in Data - No matter what poverty line you choose, the share of the global population below it has declined$0 · EV 0%
Global poverty statistics; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
PLOS - The 2026 Global Young Academy call for new members is now open$0 · EV 0%
Young Academy membership call; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
PostgreSQL - SafeGrd: PostgreSQL backups that are restored and checked on a schedule$0 · EV 0%
Database backup tooling; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Protocol Labs - Ed Boyden: Tools for Stimulating and Simulating the Brain$0 · EV 0%
Neuroscience interview; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Python Blog - Python 3.15.1, 3.14.9 and 3.13.17 are out$0 · EV 0%
Python release notes; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
PyTorch - TorchTitan Update: New SOTA Models, Performance at Scale, TitanRL$0 · EV 0%
ML training framework update; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
React Blog - React 19.3$0 · EV 0%
React framework release; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Rust Blog - Announcing rustup 1.29.2$0 · EV 0%
Rustup release announcement; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Schneier on Security - Friday Squid Blogging: Increasing Squid Populations$0 · EV 0%
Squid biology and security blogging; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Sebastian Raschka - Running PyTorch on the M1 GPU$0 · EV 0%
PyTorch on M1 GPU; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Spotify Engineering - Advancing Generative Recommendation Inference: our collaboration with NVIDIA on TensorRT LLM$0 · EV 0%
Recommendation inference engineering; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Stellar Blog - Introducing Bell, Protocol 30 on Stellar$0 · EV 0%
Blockchain protocol upgrade; unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Stripe Blog - Trends from Money20/20 2026: The rise of “hidden” financial services$0 · EV 0%
Fintech/payments trends, unrelated to beginner running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Supabase - Running Durable Workflows in Postgres using DBOS$0 · EV 0%
Postgres/DBOS engineering post, unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
Super Simple Songs - Kids Songs - Put on Your Shoes | Featuring Tobee and the Super Simple Puppets! | Super Simple Songs$0 · EV 0%
Children's song video metadata about putting on shoes; not running shoe guidance. - free public feed reference; no purchase or creator reward.
DecideSKIP
Tailscale - MagicRoute: Routing without physical routers$0 · EV 0%
Networking/routing blog, unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
V8 - Giving V8 a Heads-Up: Faster JavaScript Startup with Explicit Compile Hints$0 · EV 0%
JavaScript compiler performance post, unrelated. - free public feed reference; no purchase or creator reward.
DecideSKIP
Vicki Boykis - Running local models is good now$0 · EV 0%
Local ML model inference writing, unrelated to running shoes. - free public feed reference; no purchase or creator reward.
DecideSKIP
vLLM - GLM-5.3 Optimizations, Part 2: PCP, DCP, and Hybrid HiSparse on 16 H200s$0 · EV 0%
LLM serving optimization post, unrelated. - free public feed reference; no purchase or creator reward.
DecideSKIP
W3C Blog - Improved thread navigation in W3C's mailing list archives$0 · EV 0%
W3C mailing list archive navigation, unrelated. - free public feed reference; no purchase or creator reward.
DecideSKIP
web.dev - New to the web platform in September$0 · EV 0%
Web platform feature roundup, unrelated. - free public feed reference; no purchase or creator reward.
DecideSKIP
WebKit - Release Notes for Safari Technology Preview 255$0 · EV 0%
Safari release notes, unrelated. - free public feed reference; no purchase or creator reward.
DecideSKIP
Wikimedia Diff - Wikimedia Jakarta Community’s Bonding Night Trip: Exploring Knowledge and Building Togetherness in the Land of the Kanekes Baduy Luar$0 · EV 0%
Wikimedia community trip report, unrelated. - free public feed reference; no purchase or creator reward.
DecideSKIP
x402 - Linux Foundation Appoints Michael Hursta as Executive Director of the x402 Foundation$0 · EV 0%
Payments standard foundation announcement, unrelated. - free public feed reference; no purchase or creator reward.
DecideSKIP
Running Shoes & Gear for Beginners | Brooks Running$0 · EV 60%
Brooks beginner running guide with fit/comfort advice; useful but vendor-biased. Free read. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.
DecideSKIP
The Best Running Shoes for Beginners$0 · EV 80%
Outside's best beginner running shoes with specs and FAQ; directly relevant. Free read. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.
DecideSKIP
The Best Beginner Running Shoes 2026 - The Run Testers$0 · EV 80%
Run Testers' best beginner running shoes 2026 with stability/pronation guidance; relevant. Free read. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.
DecideSKIP
7 Best Running Shoes For Beginners in 2026 | RunRepeat$0 · EV 80%
RunRepeat lab-tested beginner shoe picks with pros/cons; directly relevant. Free read. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.
DecideSKIP
Beginner Running Shoes | DICK'S Sporting Goods$0 · EV 20%
Retailer category page with generic marketing copy; less substantive than editorial roundups already selected. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
DecideSKIP
Best Running Shoes for Beginners (2026) - Doctors of Running$0 · EV 75%
Doctors of Running beginner shoe guide with clinical/technical perspective; relevant. Free read. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.
DecideSKIP
Beginner Running Shoes | On United States$0 · EV 20%
On brand product listing page, vendor marketing rather than independent beginner guidance. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
DecideSKIP
Good running shoes recommendation? : r/beginnerrunning$0 · EV 50%
Reddit beginner-running thread with first-hand community recommendations; anecdotal but relevant. Free read. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.
Paid Keryx software release notes about answer-table features; no bearing on beginner running shoes, so not worth the $0.005 toll.
DecideSKIP
Keryx Engineering (first-party) — Recovering a Keryx paid research job$0.002 · EV 2%
This is Keryx engineering documentation about recovering a paid research job (quoting, journaling a purchase, resuming without a second payment). It concerns payment/workflow mechanics, not running shoes for beginners, so it cannot help investigate target 0.
Fetch
READ The 7 Best Running Shoes for Beginners in 2026, Tested by Runner’s World - selected original public page, 0 USDC; not a cache hit.
Fetch
Read extracted public text from https://www.runnersworld.com/beginner/g45653268/best-running-shoes-for-beginners/ - S1; quote matching establishes source grounding, not fact verification.
Sufficiency
Sub-claim "running shoes for beginners": 50% covered by S1
Sufficiency
The supplied excerpt from Runner's World addresses beginners' running shoes at a general level: it advises starting with basics (fit, comfort, ride), knowing shoe size and foot shape, getting measured/scanned at a local running store or at home, and trying shoes on/test running before buying. However, the actual list of recommended beginner shoes is not present in the excerpt, and the specific models/selection criteria are not detailed. This is a partial answer to the broad query 'running shoes for beginners.' The assessment does not establish a complete supported answer for every requested part.
Fetch
READ The 5 Best Running Shoes For Beginners of 2026 - RTINGS.com - selected original public page, 0 USDC; not a cache hit.
Fetch
Read extracted public text from https://www.rtings.com/running-shoes/reviews/best/beginners - S2; quote matching establishes source grounding, not fact verification.
Sufficiency
Sub-claim "running shoes for beginners": 60% covered by S1, S2
Sufficiency
The single sub-claim asks for running shoes for beginners. S1 provides general beginner guidance (fit, comfort, ride; get feet measured/scanned; try shoes at a local running store) and a title indicating a top-7 beginner shoe list, but the excerpt does not include the actual shoe recommendations or detailed selection criteria. S2 provides introductory beginner criteria (comfortable, stable, confidence-inspiring, easy on feet) and category headings (budget, cushioned, run/walk, stability) plus mentions of specific picks (Kiprun Kipride Max, Saucony Guide 18), but the excerpt does not include full model details or a complete list. Together they give a partial answer to 'running shoes for beginners,' but the requested specifics (concrete recommended models with rationale) are only partially present and not fully detailed. The assessment does not establish a complete supported answer for every requested part.
Re-evaluate
Sub-claim "running shoes for beginners": 85% covered by S1, S2 — S1 directly addresses beginner shoe selection: judging shoes by fit, comfort, and ride; measuring foot size/shape; and trying shoes at a local running store with a test run. S2 adds that beginners need comfortable, stable shoes that work from first runs through longer/faster efforts, plus categories like budget, cushioned, run/walk, and stability beginner shoes. Small gap: specific named model recommendations are only partially present (S2 mentions Kiprun Kipride Max, Brooks Glycerin Max 2, Saucony Guide 18; S1's list items are not in the passages).
Re-evaluate
Sub-claim "running shoes for beginners": 85% covered by S1, S2 — Same as above: the core question is answered with buying guidance and beginner shoe categories, but full model-by-model recommendations are only partially excerpted.
Re-evaluate
Coverage is adequate (0.85) from S1 and S2, which directly answer what beginners should look for in running shoes and how to choose them. Remaining gaps are minor (full model lists), and the skipped sources are either irrelevant or, at best, marginal duplicates; with only $0.025 remaining, no purchase is warranted.
Sufficiency
Final check — "running shoes for beginners": 60% assessed by S1, S2
Sufficiency
Final coverage assessment — The single sub-claim asks for running shoes for beginners. S1 provides general beginner guidance (fit, comfort, ride; get feet measured/scanned; try shoes at a local running store) and a title indicating a top-7 beginner shoe list, but the excerpt does not include the actual shoe recommendations or detailed selection criteria. S2 provides introductory beginner criteria (comfortable, stable, confidence-inspiring, easy on feet) and category headings (budget, cushioned, run/walk, stability) plus mentions of specific picks (Kiprun Kipride Max, Saucony Guide 18), but the excerpt does not include full model details or a complete list. Together they give a partial answer to 'running shoes for beginners,' but the requested specifics (concrete recommended models with rationale) are only partially present and not fully detailed. The assessment does not establish a complete supported answer for every requested part.
Synthesize
Synthesizing a grounded answer from 2 source(s)…
Evidence
Relevance review returned; only checked excerpts can retain support, and review cannot raise it.
Evidence
Delivering 2 summary sentence(s), each tied to one checked verbatim excerpt; complete synthesis remains unverified.
Evidence
Source-matched public excerpt (no creator reward) — S2, research target 1, proposed support 90% (estimate, not entailment): “If you're new to running, you'll want a pair of shoes that feel comfortable and stable, whether you're working toward your first mile withou…”
Evidence
Source-matched public excerpt (no creator reward) — S1, research target 1, proposed support 70% (estimate, not entailment): “I can’t stress enough that you should head to your local running store or outlet before committing to a pair of shoes.”
Synthesize
Prepared a sentence-cited summary from 2 source(s)
Verdict
Confidence: Low — Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: the final assessment does not establish a complete supported answer for every requested part.
Attribute
runnersworld.com contributed 45% - free public reference; reward share withheld
Attribute
rtings.com contributed 55% - free public reference; reward share withheld
Settle
Keryx operating fee withheld: reviewed authority, unclaimed-source proof or funding capacity is unavailable. The answer remains available.
Done
Done. Spent $0 across 0 confirmed/simulated payment(s) to creators.
Verify locally replays supported recorded query-local reserve, release, debit and hold decisions, attribution normalization and exact micro-USDC citation/author allocations. Model proposals and eligibility are asserted inputs. Query capacity is separate from signer exposure; verification does not establish funding, reward authority or settlement.
Economic families or records marked unavailable are not verified. Missing, fractional-micro or unsafe operands are never repaired; an empty family means no captured economic decision, not complete monetary coverage.
Query-local budget records
Recorded decisions can be replayed
Citation allocation records
Recorded decisions can be replayed
Author split records
Not captured
Model proposals and selected plan actions are recorded when available. Model generation is not replayed or expected to reproduce; verification checks only deterministic checkpoints.
Micro-USDC is shown only where the existing exact converter accepts the amount. Other monetary assertions are unavailable; numeric predicate replay preserves the recorded comparison.
Keep this digest separately from the downloaded sidecar. The offline audit command uses it as the expected digest.
Model proposal → selected plan → code checkpoint
BUY0
SKIP69
CACHE0
FREE2
ESCALATE0
UNKNOWN0
Latest terminal checkpoint outcome per recorded candidate; continuing checks and global stops are excluded. These are not settled purchases or quality scores.
Global stop checkpoints: 1 · Candidate rounds with continuing checks only: 0
Candidate
Read round
Model proposed
Selected plan
Checkpoint
Code result
Reason / rule
60
0
CACHE
CACHE
selection
CONTINUE
selected-plan
61
0
CACHE
CACHE
selection
CONTINUE
selected-plan
1
0
SKIP
SKIP
selection
SKIP
plan-skip
2
0
SKIP
SKIP
selection
SKIP
plan-skip
3
0
SKIP
SKIP
selection
SKIP
plan-skip
4
0
SKIP
SKIP
selection
SKIP
plan-skip
5
0
SKIP
SKIP
selection
SKIP
plan-skip
6
0
SKIP
SKIP
selection
SKIP
plan-skip
7
0
SKIP
SKIP
selection
SKIP
plan-skip
8
0
SKIP
SKIP
selection
SKIP
plan-skip
9
0
SKIP
SKIP
selection
SKIP
plan-skip
10
0
SKIP
SKIP
selection
SKIP
plan-skip
11
0
SKIP
SKIP
selection
SKIP
plan-skip
12
0
SKIP
SKIP
selection
SKIP
plan-skip
13
0
SKIP
SKIP
selection
SKIP
plan-skip
14
0
SKIP
SKIP
selection
SKIP
plan-skip
15
0
SKIP
SKIP
selection
SKIP
plan-skip
16
0
SKIP
SKIP
selection
SKIP
plan-skip
17
0
SKIP
SKIP
selection
SKIP
plan-skip
18
0
SKIP
SKIP
selection
SKIP
plan-skip
19
0
SKIP
SKIP
selection
SKIP
plan-skip
20
0
SKIP
SKIP
selection
SKIP
plan-skip
21
0
SKIP
SKIP
selection
SKIP
plan-skip
22
0
SKIP
SKIP
selection
SKIP
plan-skip
23
0
SKIP
SKIP
selection
SKIP
plan-skip
24
0
SKIP
SKIP
selection
SKIP
plan-skip
25
0
SKIP
SKIP
selection
SKIP
plan-skip
26
0
SKIP
SKIP
selection
SKIP
plan-skip
27
0
SKIP
SKIP
selection
SKIP
plan-skip
28
0
SKIP
SKIP
selection
SKIP
plan-skip
29
0
SKIP
SKIP
selection
SKIP
plan-skip
30
0
SKIP
SKIP
selection
SKIP
plan-skip
31
0
SKIP
SKIP
selection
SKIP
plan-skip
32
0
SKIP
SKIP
selection
SKIP
plan-skip
33
0
SKIP
SKIP
selection
SKIP
plan-skip
34
0
SKIP
SKIP
selection
SKIP
plan-skip
35
0
SKIP
SKIP
selection
SKIP
plan-skip
36
0
SKIP
SKIP
selection
SKIP
plan-skip
37
0
SKIP
SKIP
selection
SKIP
plan-skip
38
0
SKIP
SKIP
selection
SKIP
plan-skip
39
0
SKIP
SKIP
selection
SKIP
plan-skip
40
0
SKIP
SKIP
selection
SKIP
plan-skip
41
0
SKIP
SKIP
selection
SKIP
plan-skip
42
0
SKIP
SKIP
selection
SKIP
plan-skip
43
0
SKIP
SKIP
selection
SKIP
plan-skip
44
0
SKIP
SKIP
selection
SKIP
plan-skip
45
0
SKIP
SKIP
selection
SKIP
plan-skip
46
0
SKIP
SKIP
selection
SKIP
plan-skip
47
0
SKIP
SKIP
selection
SKIP
plan-skip
48
0
SKIP
SKIP
selection
SKIP
plan-skip
49
0
SKIP
SKIP
selection
SKIP
plan-skip
50
0
SKIP
SKIP
selection
SKIP
plan-skip
51
0
SKIP
SKIP
selection
SKIP
plan-skip
52
0
SKIP
SKIP
selection
SKIP
plan-skip
53
0
SKIP
SKIP
selection
SKIP
plan-skip
54
0
SKIP
SKIP
selection
SKIP
plan-skip
55
0
SKIP
SKIP
selection
SKIP
plan-skip
56
0
SKIP
SKIP
selection
SKIP
plan-skip
57
0
SKIP
SKIP
selection
SKIP
plan-skip
58
0
SKIP
SKIP
selection
SKIP
plan-skip
59
0
SKIP
SKIP
selection
SKIP
plan-skip
62
0
CACHE
SKIP
selection
SKIP
plan-skip
63
0
CACHE
SKIP
selection
SKIP
plan-skip
64
0
CACHE
SKIP
selection
SKIP
plan-skip
65
0
CACHE
SKIP
selection
SKIP
plan-skip
66
0
SKIP
SKIP
selection
SKIP
plan-skip
67
0
CACHE
SKIP
selection
SKIP
plan-skip
68
0
SKIP
SKIP
selection
SKIP
plan-skip
69
0
CACHE
SKIP
selection
SKIP
plan-skip
70
0
SKIP
SKIP
selection
SKIP
plan-skip
71
0
SKIP
SKIP
selection
SKIP
plan-skip
60
0
CACHE
CACHE
duplicate
CONTINUE
duplicate
60
0
CACHE
CACHE
public-route
FREE
public-channel
60
0
CACHE
CACHE
sufficiency
CONTINUE
sufficiency
61
0
CACHE
CACHE
duplicate
CONTINUE
duplicate
61
0
CACHE
CACHE
public-route
FREE
public-channel
61
0
CACHE
CACHE
sufficiency
CONTINUE
sufficiency
Run context
0
—
—
expansion
CONTINUE
expansion
Run context
1
—
—
attention
CONTINUE
attention
Run context
1
—
—
recommendation
CONTINUE
engine-recommendation
Run context
1
—
—
recommendation
STOP
engine-recommendation
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