{% extends "layout.html" %}{% block content %}<section class="dashboard ratings">
<h1>Ratings</h1>
<p class="preference-summary">{{ summary_line }}</p>
{% if no_embedding_count > 0 %}<p class="notice">{{ no_embedding_count }} rated articles have no embedding and cannot act as neighbours — run the <code>features-backfill</code> job (<code>features backfill --rated-only</code>).</p>{% endif %}
<details id="ratings-how" class="how">
<summary>How ratings enter the algorithm</summary>
<ol>
<li><strong>Prompt verdict block.</strong> The {{ how.verdicts_in_prompt }} most recent non-cleared verdicts, newest first, are written into every LLM call's system prompt as one line each (<code>LOVED | title | feed | summary</code>). Only the rank matters here — a verdict never ages out of this block, it is pushed out by newer ones. Tune <a href="/dashboard/settings#curation.feedback"><code>curation.feedback.verdicts_in_prompt</code></a>.</li>
<li><strong>Weekly learned adjustments.</strong> Every {{ how.rebuild_interval_days }} days the editor model rewrites the profile's "Learned adjustments" bullets from the {{ how.max_ratings_in_rebuild }} most recent non-cleared verdicts, including notes and deep-assessment facets. See the <a href="/dashboard/profile">Profile</a> page.</li>
<li><strong>Rated-neighbour signal.</strong> Each verdict with an embedding is an example with weight <code>value × 0.5^(age / {{ how.half_life_days }} days)</code>, where loved = {{ how.loved }}, good = {{ how.good }}, not for me = {{ how.not_for_me }}; ratings older than {{ how.lookback_days }} days are not loaded. A candidate's signal is the weighted mean cosine to its {{ how.neighbour_k }} nearest positive examples minus {{ how.negative_coefficient }} × the same over its nearest negative ones. The signal's preliminary weight ({{ how.knn_weight }}) is scaled by a gate that opens above {{ how.knn_floor }} embedded verdicts and is fully open at {{ how.knn_full }}. Tune <a href="/dashboard/settings#curation.ranking"><code>curation.ranking.rating_half_life_days</code>, <code>knn_floor</code>, <code>knn_full</code>, <code>neighbour_k</code></a> and <a href="/dashboard/settings#curation.ranking.weights.preliminary"><code>weights.preliminary.knn</code></a>.</li>
<li><strong>Feed affinity.</strong> The same decayed weight is credited to the rated article's direct feeds, split evenly; each feed's Beta-smoothed rate <code>(up + 1) / (up + down + 2)</code> becomes a candidate's signal (the mean over its rated direct feeds). Its weight ({{ how.feed_weight }}) is gated between {{ how.feed_floor }} and {{ how.feed_full }} attributable ratings. Tune <a href="/dashboard/settings#curation.ranking"><code>curation.ranking.feed_floor</code>, <code>feed_full</code></a> and <a href="/dashboard/settings#curation.ranking.weights.preliminary"><code>weights.preliminary.feed</code></a>.</li>
</ol>
<p>Clearing a verdict removes it from all four paths without deleting history; ratings are append-only.</p>
</details>

<nav class="tabs"><a href="{{ current_href }}"{% if tab == "current" %} class="active"{% endif %}>Current ({{ current_total }})</a> <a href="{{ events_href }}"{% if tab == "events" %} class="active"{% endif %}>Events</a></nav>

{% if tab == "events" %}
<form class="filters" method="get" action="/dashboard/ratings">
<input type="hidden" name="tab" value="events">
<label>Label <select name="label"><option value="">any</option><option value="loved"{% if filter_label == "loved" %} selected{% endif %}>Loved it</option><option value="good"{% if filter_label == "good" %} selected{% endif %}>Good</option><option value="down"{% if filter_label == "down" %} selected{% endif %}>Not for me</option><option value="cleared"{% if filter_label == "cleared" %} selected{% endif %}>Cleared</option></select></label>
<label>Source <select name="source"><option value="">any</option>{% for source in sources %}<option value="{{ source }}"{% if filter_source == source.as_str() %} selected{% endif %}>{{ source }}</option>{% endfor %}</select></label>
<label>User <select name="user"><option value="">any</option>{% for username in usernames %}<option value="{{ username }}"{% if filter_user == username.as_str() %} selected{% endif %}>{{ username }}</option>{% endfor %}</select></label>
<label>From <input type="date" name="from" value="{{ filter_from }}"></label>
<label>To <input type="date" name="to" value="{{ filter_to }}"></label>
<button type="submit">Filter</button>
</form>
<p class="meta">{{ pagination.total }} events, newest first. History is append-only; a later explicit event for the same article marks the earlier one <em>superseded</em>. Use the clear verdict to retract.</p>
<div class="scroll-x"><table>
<thead><tr><th>Event</th><th>Verdict</th><th>Value</th><th>Article</th><th>Issue</th><th>When</th><th>Source</th><th>By</th><th>Note</th></tr></thead>
<tbody>
{% for event in events %}<tr{% if event.superseded %} class="superseded"{% endif %}>
<td>#{{ event.id }}{% if event.kind != "explicit" %} <span class="badge">{{ event.kind }}</span>{% endif %}{% if event.superseded %} <span class="badge cleared">superseded</span>{% endif %}</td>
<td><span class="badge {{ event.badge }}">{{ event.verdict }}</span></td>
<td>{{ event.value }}</td>
<td><a href="/dashboard/articles/{{ event.article_id }}">{{ event.title }}</a></td>
<td>{% if !event.issue_date.is_empty() %}<a href="/issues/{{ event.issue_date }}">{{ event.issue_date }}</a>{% endif %}</td>
<td>{{ event.when }}</td>
<td>{{ event.source }}</td>
<td>{{ event.username }}</td>
<td>{{ event.note }}</td>
</tr>
{% endfor %}
{% if events.is_empty() %}<tr><td colspan="9">No rating events match.</td></tr>{% endif %}
</tbody></table></div>
<div class="pager">{% if !prev_href.is_empty() %}<a href="{{ prev_href }}">← Newer</a>{% endif %} {% include "_pagination.html" %} {% if !next_href.is_empty() %}<a href="{{ next_href }}">Older →</a>{% endif %}</div>
{% else %}
<form class="filters" method="get" action="/dashboard/ratings">
<input type="hidden" name="tab" value="current">
<label>Label <select name="label"><option value="">any</option><option value="loved"{% if filter_label == "loved" %} selected{% endif %}>Loved it</option><option value="good"{% if filter_label == "good" %} selected{% endif %}>Good</option><option value="down"{% if filter_label == "down" %} selected{% endif %}>Not for me</option><option value="cleared"{% if filter_label == "cleared" %} selected{% endif %}>Cleared</option></select></label>
<label>Source <select name="source"><option value="">any</option>{% for source in sources %}<option value="{{ source }}"{% if filter_source == source.as_str() %} selected{% endif %}>{{ source }}</option>{% endfor %}</select></label>
<label>Feed <select name="feed"><option value="">any</option>{% for feed in feeds %}<option value="{{ feed.id }}"{% if filter_feed == feed.id.to_string() %} selected{% endif %}>{{ feed.title }}</option>{% endfor %}</select></label>
<label>Title <input type="search" name="q" value="{{ filter_q }}" placeholder="contains…"></label>
<button type="submit">Filter</button>
</form>
<p class="meta">One row per rated article (its latest explicit event), newest first. {% match last_run %}{% when Some with (run) %}"Used last run" counts the candidates of run #{{ run.id }} ({{ run.date }}, {{ run.status }}) that listed the article among their nearest rated neighbours, and how many of those were selected.{% when None %}No run has happened yet, so "Used last run" is empty.{% endmatch %}</p>
<div class="scroll-x"><table class="contributions">
<thead><tr><th>Verdict</th><th>Article</th><th>When · by</th><th>Note</th><th>Age → decay</th><th>Neighbour weight</th><th>Feed credit</th><th>In prompt</th><th>In rebuild</th><th>Used last run</th></tr></thead>
<tbody>
{% for row in current %}<tr>
<td><span class="badge {{ row.badge }}">{{ row.verdict }}</span>{% let widget = row.widget %}{% include "_rating_widget.html" %}</td>
<td><a href="/dashboard/articles/{{ row.article_id }}">{{ row.title }}</a><br><span class="meta">{{ row.feed_title }}{% if !row.issue_date.is_empty() %} · <a href="/issues/{{ row.issue_date }}">{{ row.issue_date }}</a>{% endif %}</span></td>
<td>{{ row.when }}<br><span class="meta">{{ row.source }} · <span class="by">{{ row.username }}</span></span></td>
<td>{{ row.note }}</td>
<td>{{ row.age_days }} d → {{ row.decay }}</td>
<td>{% if row.has_embedding && !row.neighbour_weight.is_empty() %}{{ row.neighbour_weight }}{% if row.beyond_lookback %} <span class="meta">(beyond lookback)</span>{% endif %}{% else if row.badge == "cleared" %}<span class="meta">—</span>{% else %}<span class="meta">no embedding</span>{% endif %}</td>
<td>{% for credit in row.feed_credits %}{{ credit.title }} {{ credit.credit }}{% if !loop.last %}<br>{% endif %}{% endfor %}</td>
<td>{% if row.in_prompt %}✓{% endif %}</td>
<td>{% if row.in_rebuild %}✓{% endif %}</td>
<td>{% if row.used_total > 0 %}{{ row.used_total }} ({{ row.used_selected }} selected){% endif %}</td>
</tr>
{% endfor %}
{% if current.is_empty() %}<tr><td colspan="10">No current verdicts match.</td></tr>{% endif %}
</tbody></table></div>
{% endif %}
</section>{% endblock %}