Add files using upload-large-folder tool

results/agentic_traces_with_media/README.md

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+# Agentic CLI traces with media
+
+Full per-question traces of command-line agents answering this dataset's 840 published questions (the agentic runs behind
+Video-Index), with the images each agent produced and viewed kept in place. Each agent session received the question,
+the options and a local copy of the video, and chose its own frame sampling, contact sheets, crops and follow-up looks
+through shell tools.
+
+| Folder | Model | Agent CLI | Questions answered (video) | Accuracy | Video call dirs | Blind call dirs | Volumes | Size |
+|---|---|---|---:|---:|---:|---:|---:|---:|
+| `opus5_20260918/` | Claude Opus 5 | Claude Code CLI | 840 | 69.9% | 840 | 3360 | 9 | 42.6 GB |
+| `gemini-3.1-pro-preview_cli_20260920/` | Gemini 3.1 Pro (preview) | Gemini CLI | 265 | 54.7% | 352 | 1060 | 2 | 5.2 GB |
+| `gemini-3.5-flash_cli_20260920/` | Gemini 3.5 Flash | Gemini CLI | 1 | 100.0% | 3 | 4 | 1 | 0.0 GB |
+| `gemini-3.5-flash-lite_cli_20260920/` | Gemini 3.5 Flash-Lite | Gemini CLI | 40 | 22.5% | 40 | 159 | 1 | 1.6 GB |
+| `gemini-3.7-flash_cli_20260920/` | Gemini 3.7 Flash | Gemini CLI | 1 | – | 1 | 0 | 1 | 0.0 GB |
+
+Claude Opus 5 covers all 840 questions. The other runs stopped partway: Gemini 3.1 Pro (preview) answered 265, Gemini 3.5 Flash answered 1, Gemini 3.5 Flash-Lite answered 40, Gemini 3.7 Flash answered 1 of the 840 questions.
+Call directories include retried attempts (suffix `__try1`), so there can be more call directories than questions.
+*Blind calls* answer from the question text alone ("No video is available for this question"), several times per question
+with permuted option order; `answers_blind.csv` records each permutation.
+
+**GPT-6-Astra (Codex CLI) and Claude Fable 5.1 (Claude Code CLI)** are in
+[`../benchcheck_agentic_20260918/full_text_logs/`](../benchcheck_agentic_20260918/full_text_logs/). That export is text
+only: embedded images were removed when it was made (`OMISSIONS.jsonl` lists each one), and the media-bearing originals
+are not part of this release. Codex CLI does not log image views, so Astra's logs record its ffmpeg commands but not the
+images it looked at.
+
+## Layout
+
+Each folder holds `<run>-NNNNN.tar.gz` volumes, `MANIFEST.jsonl` (one line per call: condition, call directory, volume,
+file count, bytes, and the SHA-256 and size of the removed input video) and `VOLUMES.json`. Every call directory sits whole
+in one volume, so volumes extract independently:
+
+```bash
+for f in opus5_20260918-*.tar.gz; do tar xzf "$f"; done   # -> opus5_20260918/calls/<question>/..., calls_blind/...
+```
+
+A call directory contains `prompt.txt`, `command.json`, `result.json`, the agent's event stream, and `scratch/` (every
+file the agent wrote: extracted frames, contact sheets, crops, scripts).
+- Claude Code CLI: `stdout.jsonl` (stream-json). Images the agent opened with `Read` are embedded as base64.
+- Gemini CLI: `events.jsonl` (stream-json) and `stderr.txt`, plus the CLI's own session record at
+  `_home/.gemini/tmp/<question>/chats/session-*.jsonl`.
+
+Question ids that contain `/` (for example `Camera Movement Understanding (BU/Google)_3879`) appear as nested directories.
+
+## Removed before release
+
+- The per-call CLI configuration and home directories (`_cfg/`, `_home/`): login state, session keys, account and tool
+  settings. Only Gemini CLI's chat session logs were kept from `_home/`.
+- The per-call copy of the input video (`video.mp4`). These are the published media of this dataset; `MANIFEST.jsonl`
+  gives each copy's SHA-256 and size so it can be matched to them.
+
+All released text files were scanned for API keys and tokens (Anthropic, OpenAI, Google API/OAuth, Hugging Face, GitHub,
+bearer headers, private keys). The only matches were random character runs inside base64-encoded image data.
+
+## Terms
+
+The frames, contact sheets and crops are derived from the upstream benchmark videos. Research use only, under the same
+terms as the media in this repository. Content owners or benchmark authors may open a discussion on this repository and
+the affected files will be removed.

results/agentic_traces_with_media/gemini-3.1-pro-preview_cli_20260920/VOLUMES.json

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+ {
+  "volume": "gemini-3.1-pro-preview_cli_20260920-00001.tar.gz",
+  "bytes": 4638378417,
+  "files": 67374
+ },
+ {
+  "volume": "gemini-3.1-pro-preview_cli_20260920-00002.tar.gz",
+  "bytes": 541809061,
+  "files": 11975
+ }
+]

results/agentic_traces_with_media/gemini-3.1-pro-preview_cli_20260920/gemini-3.1-pro-preview_cli_20260920-00001.tar.gz

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results/agentic_traces_with_media/gemini-3.5-flash-lite_cli_20260920/MANIFEST.jsonl

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