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Channel

Fighting For Justice

@ProjectCALSMedia

On this record: Topic · Observations · Channels linked by matching posts · Growth · Engagement · What this channel posts · Reactions · Posts · Citations · Cite this entry

44subscribers

-1 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of Under 1,000.

Register entry

Telegram ID-1001805523251
TypeChannel
Username@ProjectCALSMedia
Created8 December 2022 — measured — cross-checked against a third-party dataset (ext.tg_channel)
First recorded10 August 2026
Last confirmed live9 November 2026
Measurements held3
Confirmed unchanged2 times, most recently 9 November 2026
On Telegramt.me/ProjectCALSMedia

Topic

Politics & activism — a classification, not a measurement. An on-box language model (qwen3.6:35b-a3b, prompt version 1) read this channel’s own recent posts on 1 November 2026 and assigned it the closest of 31 fixed categories, at 100% confidence. This is a model’s judgement about what the channel is likely to be about, not a fact this register measured the way a subscriber count or a view count is measured — it can be revised on a later pass, and it carries no weight anywhere else on this page. How this classification works, and the other topics.

Observations

These are measurements, not verdicts. Each one below states something we counted, alongside the evidence it was counted from, so you can check it rather than take it. None of them is graded: every observation this register holds is recorded at severity 0, because the precision of the detectors behind them has not been measured yet, and a rating we cannot support is worse than none. Read each as a fact about the data, not as a judgement about the channel. How we measure.

Content that also appears on other registered channels

Posts published here appear in near-verbatim form on 3 other registered channels. This entry also sits inside a group of 4 channels linked by matching posts, directly or through other channels in the group; two members of the group may share no posts with each other. The matching is on the text itself, not on Telegram’s forward marker, so it finds a copy whether or not it was labelled as one.

Matching posts — open both and compare (6 of the pairs behind the counts below)
Posted firstThenOverlapGap
@ProjectCALSMedia/779 · this entry10 Apr 2026, 10:29 UTC@Convoy2022OfficialChannel/44010 Apr 2026, 10:29 UTC1.00under a minute
@ProjectCALSMedia/781 · this entry10 Apr 2026, 11:24 UTC@Convoy2022OfficialChannel/44210 Apr 2026, 11:24 UTC1.00under a minute
@ProjectCALSMedia/785 · this entry3 May 2026, 11:22 UTC@Convoy2022OfficialChannel/4463 May 2026, 11:22 UTC1.00under a minute
@ProjectCALSMedia/788 · this entry22 May 2026, 21:22 UTC@Convoy2022OfficialChannel/44922 May 2026, 21:22 UTC1.00under a minute
@ProjectCALSMedia/791 · this entry25 Jun 2026, 02:39 UTC@Convoy2022OfficialChannel/45125 Jun 2026, 02:39 UTC1.00under a minute
@ProjectCALSMedia/775 · this entry29 Mar 2026, 23:33 UTC@nztruckersconvoy2022/285129 Mar 2026, 23:33 UTC1.00under a minute
Channels this entry shares post bodies with, where at least one matching post pair has no forward credit between the two channels, or to a common source, recorded in our data
ChannelMatching postsText overlapTypical gapPublished first
@Convoy2022OfficialChannel17 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (9–8)
@nztruckersconvoy202216 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (16–0)
@Convoy2022OperationGaslightChat15 (8/8 hand-verifiable sample passed)1.00under a minutethis entry (13–2)

Text overlap is the Jaccard coefficient over the set of distinct three-word phrases in the two bodies: 1.00 is identical wording, and the threshold for counting a pair at all is 0.70. Candidates are generated by simhash LSH (4 x 16-bit bands, exact Hamming <= 3) verified against the bodies with Jaccard over the SET of distinct 3-word shingles. Published first counts which side of each matching pair carries the earlier timestamp — in this corpus, which is the limitation directly below.

What this cannot establish

MEASURED, DOMINANT ERROR SOURCE: a post ingested before 2026-08-06 may have carried a forward header that was not recorded. A 45-pair hand-check against live t.me pages found 14 (31%) where the live page shows a forward header naming the other channel and the database has none, plus 4 more (9%) naming a third party. The text match itself was wrong 0 times out of 45. Read attribution_capture.items_in_trusted_window before treating the unattributed count as a claim.

Telegram lets a channel forward a post with a header naming the source, and we only began reliably recording that header on 2026-08-06. None of the 6 matches recorded here fall after that date, so for this entry we cannot say whether any of them carried a credit. The duplication is measured; the absence of attribution is not.

“Published first” means first in this corpus. We hold 18 comparable posts for this entry, running 29 March 2026 to 15 July 2026. A channel we have read one page deep will look younger than a neighbour we have read in full, and the order would flip with no change in the underlying facts.

The detector’s own notes on this observation, as it recorded them. Names in this_style are fields of the underlying evidence record, which the plain-English paragraphs above read out for this entry.

  • Verbatim republication has three causes and the text separates only two: a clone/mirror, unattributed copy-paste, or BOTH channels copying a common third source that neither attributes. The spread filter (content held by at most 8 channels) reduces the third and does not remove it.
  • 'Earliest' means earliest IN THIS CORPUS. A channel ingested one page deep will look younger than a neighbour ingested in full; corpus_coverage above is there to be checked before the direction is believed.
  • shared_verified_est extrapolates the sampled pass rate over the full narrow match count; sampled/passed are the numbers actually measured.
  • Absence of a forward header is not proof of intent: Telegram lets a channel disable forward attribution, and a credit written in the body is not parsed as attribution here (mention_edge_either_way above is the closest available signal).

Of the group of 4 channels, the one whose matching posts we hold earliest is @Convoy2022OfficialChannel. That is a statement about our reading window, not a claim of authorship.

Recorded under the keys clone_mutual · clone_source, last confirmed 11 November 2026. An observation that a later pass no longer finds is cleared, and a cleared observation is removed from this page rather than being shown struck through — we do not keep publishing a claim we have withdrawn. Dispute an observation.

Channels linked by matching posts

This channel is in a group of 4 registered channels linked by matching posts, directly or through other channels in the group. This channel may share no posts with some of the channels listed below, and listed channels may share none with each other. Links are found by comparing text fingerprints across every channel on the register.

Which channel, if either, published first is deliberately not shown in this list. “First” could only mean first in our own crawl, which depends on how deep we happened to reach into each channel’s history, not on when the content was actually first posted. Our one hand-check read 45 of the highest-confidence flagged pairs against the live Telegram pages. In 18 of them the live page showed a “Forwarded from” credit that our database had no record of, so reading that pair as an unattributed copy was wrong; the check did not measure who published first. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Near-verbatim matching has several ordinary explanations besides copying — a channel mirroring itself, an unattributed repost, or two channels independently repeating the same wire story — and this measurement cannot tell those apart. How this is measured.

Growth

444544.57 August 2026 — 45 subscribers10 August 2026 — 45 subscribers1 November 2026 — 44 subscribers7 August 20261 November 2026
3 measurements spanning 86 days, net -1. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 44–45 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
1 Nov 2026, 11:3744-1
10 Aug 2026, 15:1645no change
7 Aug 2026, 19:5745first reading

Engagement

20 posts held, back to 29 March 2026 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 page of Telegram’s post history, 20 posts per page.

Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 20 posts for this entry, the most recent from 15 July 2026. An engagement rate over an empty window would be a number about nothing.

What this channel posts

Video runtime
5m 24s
Average length
1m 48s

Measured directly from 3 videos with a duration reading, out of the posts we hold for this channel — not this channel’s whole posting history, only the sample this register has actually read. An exact reading to the second, taken from the post itself rather than from Telegram’s own rounded chrome, so it carries no ≈ mark.

Reaction mix

2 reactions across 1 post, in 1 kind.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
❤2100.0%

No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.

Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.

Coverage. Reactions were read on 1 of the 20 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 2 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 20 most recent posts we hold, published 29 March 2026 to 15 July 2026, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.

Recent posts

15 Jul 2026, 04:45 UTC4 viewsread 10 August 2026
Photo

🚨 C.A.F.E.S called for New Zealand to drop the Paris Agreement a year ago - and we agree! The Paris Agreement is driving up power prices, hurting our farmers, damaging our economy, and delivering almost no meaningful global benefit - while costing us billions. New Zealand should withdraw from the Paris Agreement. 👉 Sign the petition here: https://www.change.org/p/withdraw-new-zealand-from-the-paris-agreement #Dro…

Signed Gabrielle

29 Jun 2026, 04:31 UTC5 viewsread 10 August 2026
Photo

🚨 MIDNIGHT DEADLINE – Official Parliament Petition closes TONIGHT! A nationwide eRUC rollout will involve GPS tracking on millions of vehicles (light and heavy) across New Zealand. This will generate enormous volumes of time-stamped location, distance, and movement data - requiring massive, high-availability storage and processing infrastructure at hyperscale data centre level. This surveillance system is dependent…

Signed Gabrielle

26 Jun 2026, 08:13 UTC4 viewsread 10 August 2026
Photo

Even before Invest New Zealand became a separate agency, NZTE was already actively promoting New Zealand as an international data centre hub — and specifically referenced Microsoft and AWS plans. See the NZTE article here: https://www.nzte.govt.nz/blog/opportunity-for-new-zealand-to-become-international-data-centre-hub The Auckland Surf Park project in Dairy Flat (which includes a hyperscale data centre) also refer…

Signed Gabrielle

25 Jun 2026, 02:39 UTC4 viewsread 10 August 2026

The RNZ post is right — fuel prices are dropping as oil moves back toward pre-war levels. We’re seeing it here too, with Gaspy showing the national average at $3.01 for 91 and $2.55 for diesel today. New Zealand never actually faced a fuel shortage. A lot of the higher prices came from risk premiums built into the benchmark, not from any real supply problem here. As those risk assessments ease, the base cost is comi…

Signed Gabrielle

22 Jun 2026, 02:44 UTC4 viewsread 10 August 2026
Forwarded from @counterspin

NZ GOVT TAKEN TO THE HIGH COURT - Release the Pfizer Contract Erika Whittome and John Armstrong join Hannah to discuss what happened in the Wellington High Court last week where they were challenging the NZ Government to release the Pfizer contract. Watch here: https://rumble.com/v7bmzec-release-the-unredacted-pfizer-contract-nz-govt-in-high-court.html

Signed Gabrielle

18 Jun 2026, 10:35 UTC4 viewsread 10 August 2026
Photo

🚨 PETITION DELIVERY UPDATE – We Need Your Support Now! 🚨 We are preparing to deliver our official petition to Parliament very soon to STOP eRUCs - the Electronic Road User Charges surveillance system. We’re making great progress, but we still need a big final push in signatures and shares! Please sign BOTH petitions today: ✅ Change.org Petition (huge public pressure): https://www.change.org/p/stop-new-zealand-s-e…

Signed Gabrielle

22 May 2026, 21:22 UTC6 views2 reactionsread 10 August 2026
Photo

Call out - Parliament occupation lawn flooding (from someone who was there) During the 2022 Parliament occupation, Trevor Mallard turned the sprinklers on the lawn where he claimed - 2,000 people (including children) were camped. He has since said publicly: "Diluting a bit of the s*** and urine was not a major issue for me.” And more recently: “You just cannot have people defecating on the front door with 2,000 …

❤2

Signed Gabrielle

3 May 2026, 11:22 UTC7 viewsread 10 August 2026
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🚨 COMPLETE FUEL TAX PROTEST DIRECTORY – ALL 43 OFFICIAL FB GROUPS! 🚨 We now have 43 Official Fuel Tax Protest groups covering almost every corner of New Zealand! Here is the full list by region → district → town/suburb so you can easily find (and join) your local page. Share this post far and wide so everyone can connect with their area and get ready for the nationwide day of action on Saturday 16 May 2026. NATIO…

Signed Gabrielle

20 Apr 2026, 04:41 UTC9 viewsread 10 August 2026
Forwarded from @fueltaxprotestnzPhoto

🚨 UNIFIED PROTEST DATE NOW SET! 🚨 Saturday 16 May 2026 NATIONWIDE DAY OF ACTION Phil Barrett and the FTPNZ team have confirmed the date so Kiwis across the country can stand united against rising fuel taxes. Get ready in your local areas! We’re also looking for organisers and page admins to help coordinate and communicate nationwide. If you want to get involved and help run things in your area, please email: fue…

Signed Gabrielle

19 Apr 2026, 08:49 UTC6 viewsread 10 August 2026
Forwarded from @fueltaxprotestnzVideo

A NATION IN DISTRESS! The oil issue doesn't just affect our tanks. It affects our entire lives. The government should at the very least - SCRAP THE RUCs! Let's Unite & bring awareness to this issue as one nation under GOD DEFEND NEW ZEALAND ✨ Join link here: https://t.me/fueltaxprotestnz

Signed Gabrielle

Showing the 12 most recent of 20 posts we hold for @ProjectCALSMedia. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.

Forward network

Built only from forwarded posts we have actually read, on both sides. Coverage is early and deliberately incomplete: a missing link means we have not read the post that would prove it, never that the relationship does not exist. Counts are distinct forwarded posts observed, so they only ever go up as we read more.

Mentions

Names

Channels on the register whose handles appear in this channel's posts.

A mention is a weaker signal than a forward and is counted separately for that reason — naming a channel is not republishing it, and a handle in a post body is easy to place deliberately. The post counts beside each row below are distinct posts in which the handle appeared, from posts we have read on both sides — the “Named by N registered channels” figure above is a different count, of distinct NAMING CHANNELS rather than posts, and is not the sum of the rows under it.

Cite this entry

A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 1 November 2026 — this entry's latest reading, not the date you are reading this.

“Fighting For Justice” (@ProjectCALSMedia), 44 subscribers as measured 1 November 2026. Telegram Register, tgregister.com/channel/ProjectCALSMedia.

Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.