AI Soccer Analyst: Stage-Aware and Verifiable Human-AI Collaboration for Soccer Data Analysis

Catalog evidence and recorded chart appearances. Inclusion is not an endorsement.

Source snapshot imported 2026-10-20. This is not a live feed. Source and contributions.

Evidence and limits

Finding: The abstract describes revisable analysis stages and evidence-linked reporting; incomplete tasks remained in the study.

Impact: Watch stage visibility as a bounded review hypothesis for the recorded review topic (see source) and the recorded review topic (see source). Existing equivalents are the cooperative evaluation protocol and work checkpoint template.

Boundary: Short, domain-specific tasks and participant perceptions of completed work do not establish general workflow effectiveness. Next: does stage visibility improve correction and completion evidence while retaining failures and review burden? Candidate; source identity verified, claims not assessed; not adopted

Flags: Abstract reviewed only; small domain-specific task study; incomplete tasks retained; completed-task perceptions do not establish general effectiveness

Record State: Candidate only: not accepted into the reviewed catalog

What was reviewed: Previously screened candidate; review remains limited

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Recorded chart appearances

  • 2026-10-13: position 1. Relevant to the recorded review topic (see source); Previously screened candidate; review remains limited evidence
  • 2026-10-12: position 1. Relevant to the recorded review topic (see source); Previously screened candidate; review remains limited evidence