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A University of Toronto Scarborough posting for an Assistant Professor in Computational Biology and Data Science looks like a standard academic hire. It isn’t. It is a restricted competition tied to a Canada Research Chair (CRC) nomination.
The posting requires applicants to self-identify as a member of one or more “designated groups” in their cover letter, namely women or gender minorities, racialized persons, Indigenous Peoples, or persons with disabilities. If you do not fit one of those categories, you are not eligible to apply. That is not an inference. It is in the posting.
That one detail captures the reality of modern equity administration in Canadian universities: what is framed as “removing barriers” often functions, in practice, as category-based exclusion.
This is not a rogue department. It is a federal program mechanism.
The university did not invent this framework on its own. The hiring restriction is attached to the Canada Research Chairs program, a federal initiative that allocates prestige and funding to institutions under defined rules. One major rule-set is the CRC equity framework, which includes population-based targets for the four designated groups. The program’s stated targets to be reached by the end of 2029 are: 50.9% women and gender equity-seeking groups, 22% racialized persons, 4.9% Indigenous Peoples, and 7.5% persons with disabilities.
Again, these are not vibes. They are published benchmarks tied to institutional plans and program governance.
The key point is the enforcement logic. Under the CRC’s settlement and enforcement framework, institutions that miss interim targets can face consequences that shape nominations and recruitment practices. In plain terms: the program can push institutions toward restricted competitions where eligibility is limited to designated groups.
So when you see a posting that excludes broad classes of Canadians from applying, it is not a one-off. It is a downstream product of rules that tie federal research prestige to demographic targets.
The problem is the normalization of identity gates
Defenders will say this is equity. They will argue that special measures are justified to counter historical bias and structural disadvantage. That is the argument, and it deserves to be stated fairly.
But there is a moral and civic cost to the method. When eligibility is restricted by identity categories, the institution is no longer selecting among all qualified candidates. It is selecting among those who clear an identity threshold first. That is not “equal opportunity.” It is a gate that sorts people before their work is even evaluated.
If you want a simple test for whether this is principled, reverse the identity labels. A posting that said “whites only” or “men only” would be condemned instantly, for good reason. You do not escape discrimination by flipping who benefits. You normalize discrimination by making it administratively routine.
A better standard
If Canada wants fairness in academic hiring, the standard should be straightforward: open eligibility, transparent criteria, and selection based on demonstrated excellence. If there are pipeline problems, fix the pipeline. Broaden recruitment, strengthen mentorship, reduce opaque networking advantages, and enforce accountable evaluation.
Do not solve bias by writing exclusions into job postings, then congratulating yourself for it. That approach trains young researchers to see institutions as political allocation machines rather than merit-seeking communities. And once that belief sets in, you do not get trust back easily.

References
1) U of T Scarborough job posting (Assistant Professor – Computational Biology and Data Science)
https://jobs.utoronto.ca/job/Scarborough-Assistant-Professor-Computational-Biology-and-Data-Science-ON/599939517/
2) Canada Research Chairs: “Establishing equity targets for 2021 to 2029”
https://www.chairs-chaires.gc.ca/program-programme/equity-equite/targets-cibles-eng.aspx
3) CRC Program representation statistics (lists the population-based targets and deadline)
https://www.chairs-chaires.gc.ca/about_us-a_notre_sujet/statistics-statistiques-eng.aspx
4) CRC: Equity, Diversity and Inclusion requirements and practices (overview, settlement context)
https://www.chairs-chaires.gc.ca/program-programme/equity-equite/index-eng.aspx
5) CRC: 2021 Canadian Human Rights Settlement Agreement page (program framing and enforcement context)
https://www.chairs-chaires.gc.ca/program-programme/equity-equite/2021_settlement-reglement-eng.aspx
6) House of Commons Standing Committee on Science and Research, Meeting No. 2 (witness panel includes Steven Pinker and Azim Shariff)
https://www.ourcommons.ca/documentviewer/en/45-1/SRSR/meeting-2/evidence
Social media is not a neutral information pipeline. It is a distribution system for identity scripts, status incentives, and institutional messaging aimed at children and adolescents.
The internet matters, but the internet is not the first mover. The first mover is often the institution. Child-facing media packages contested identity-adjacent material in a glowing register—creativity, confidence, self-expression, empowerment—then platforms do what platforms do: amplify, repeat, and reward.
That sequence matters. Parents know the internet is porous and chaotic. Institutional children’s programming arrives pre-approved. It signals safety. It signals legitimacy. By the time a clip hits the feed, it is not just content. It is content stamped with adult authority.
Criticism of this pattern is routinely framed as hostility to “queer youth.” That framing is too convenient. The stronger criticism is about frameworks.
Some strands of queer activism are not simply asking for tolerance or protection from abuse. They are explicitly suspicious of norms as such, and in some cases treat norm disruption as a political good. Adults can debate that project in adult spaces. The problem begins when a norm-disruptive framework is repackaged as child guidance and presented as developmental common sense.
Developmental psychology matters here as a guardrail. Piaget’s core point still stands: children do not think like adults; reasoning develops in stages. Erikson likewise treats identity formation as developmental, social, and staged. Children and early adolescents are especially sensitive to imitation, belonging, prestige, and adult cues. That does not mean they lack an inner life. It means adults should not hand them high-status identity templates and call it pure self-discovery.
The question is not whether vulnerable youth exist. They do. The question is whether activist frameworks built to challenge adult social norms should be translated into child-facing institutional messaging as if they were straightforwardly age-appropriate. On that question, skepticism is not cruelty. It is adult judgment.
Public argument usually collapses here. One side calls it moral panic. The other calls it recruitment. Both are lazy.
Children are impressionable. Social learning is real. Status-seeking is real. Identity experimentation is real. None of that requires conspiracy thinking. It also does not justify a cartoon model of causation where one video produces one outcome. The serious concern is cumulative: repeated exposure, emotional framing, peer reinforcement, institutional endorsement, and algorithmic repetition shape what children perceive as admirable, normal, and socially rewarded.
That concern becomes more serious when the surrounding issue can become clinical. Once clinical pathways enter the picture, the adult burden of care rises. “Let kids explore” is not a sufficient standard when the surrounding culture is supplying scripts, rewards, and institutional validation at scale.
The evidence conversation has to stay honest. Research on social media and transgender or gender-diverse youth supports a mixed picture: online spaces can correlate with distress, discrimination, and problematic use, while also providing support, connection, and relief from offline isolation. Used carelessly, that literature gets abused in both directions—either as proof of “brainwashing” or as proof that social influence is irrelevant.
The more useful point is simpler: institutions increasingly present contested identity material to children in the language of celebration before they provide any framework for developmental caution. The sequencing is wrong. The tone is wrong. The confidence is often ahead of the evidence.
A sane standard is still available. Some online spaces help marginalized youth. Some online dynamics intensify confusion, distress, and imitation. Institutions should not present complex identity performance to children as if there are no downstream risks, tradeoffs, or developmental questions.
That is not cruelty. It is adult supervision.
The deeper problem is cultural, not merely digital. We outsource moral formation to feeds, then act surprised when children absorb what the feed rewards. Social media amplifies. Schools legitimize. Media narrates. Government ratifies. Then the shift is described as organic.
It is not fully organic. It is curated.
That does not mean every child in these spaces is inauthentic. It means authenticity itself is now being shaped inside an environment saturated with scripts, incentives, and prestige signals children are poorly equipped to evaluate critically.
If standards do not return, institutions will keep mistaking early exposure for compassion, and children will keep paying for adult vanity dressed up as progress.
References
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Piaget, Jean, and Bärbel Inhelder. The Psychology of the Child.
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Erikson, Erik H. Identity: Youth and Crisis.
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Halperin, David M. Saint Foucault: Towards a Gay Hagiography. Oxford University Press, 1995.
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Keenan, H., and Lil Miss Hot Mess. “Drag Pedagogy: The Playful Practice of Queer Imagination in Early Childhood.” Curriculum Inquiry (2021). DOI: 10.1080/03626784.2020.1864621.
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CBC Kids News / Drag Kids segment (2017, resurfaced clip).
Canada’s Bill C-4 was sold as a targeted ban on abusive “conversion therapy.” That goal of ending coercive, shame-based attempts to “pray the gay away”is legitimate, and the harms from such practices are well documented. (Library of Parliament)
But C-4 didn’t stop at prohibiting coercion. It built contested premises about “gender identity” into the Criminal Code—then wrapped ordinary clinical caution in legal risk. For children, that’s not a symbolic problem. It’s a downstream harm problem.
1) C-4 hard-codes a contested concept into criminal scope
The Criminal Code definition of “conversion therapy” includes any “practice, treatment or service designed to… change a person’s gender identity to cisgender,” or “repress… a person’s non-cisgender gender identity.” (Department of Justice Canada)
That’s not the same category as sexual orientation. Whatever one’s politics, “gender identity” is not measured like blood pressure. In real child psychotherapy, you do differential diagnosis: you test hypotheses, you treat comorbidities, you watch patterns over time, you revisit interpretations.
C-4 makes one interpretive direction toward “cisgender”a uniquely danger to be seen as the “design” of therapy. (Department of Justice Canada)
2) The preamble signals something stronger than “don’t abuse people”
The Act’s preamble denounces “myths and stereotypes,” including “the myth that… cisgender gender identity… [and] gender expression that conforms to the sex assigned… are to be preferred over other… gender identities.” (Parliament of Canada)
Supporters will say this is a dignity claim: no one should be pressured to “be cis.” Fine. But when Parliament declares a core premise a “myth,” it doesn’t just condemn abuse it pressures institutions to treat skepticism as suspect.
In therapy, that matters, because the clinician’s job is not to recite a moral slogan. It’s to find the causal engine of distress in a specific child.
3) “Exploration” is permitted—until it looks like exploration with a destination
C-4 includes a “for greater certainty” carve-out for “exploration or development of an integrated personal identity… such as… gender transition,” provided the service is not “based on an assumption that a particular… gender identity… is to be preferred over another.” (Department of Justice Canada)
Here’s the problem: in actual clinical practice, the line between exploration and influence is not a clean statutory boundary.
A careful therapist might say:
- “Let’s treat anxiety/OCD first and see what remains.”
- “Let’s explore trauma and dissociation before we interpret identity claims.”
- “Let’s reduce online reinforcement and stabilize sleep, mood, and social stress.”
- “Let’s slow down—puberty is a confounder, not an oracle.”
That’s not “conversion.” That’s normal clinical sequencing.
But under C-4’s language, a motivated complainant (or risk-averse administrator) can reframe caution as an attempt to “repress” a non-cis identity, or as therapy “designed” to steer toward “cisgender.” (Department of Justice Canada)
Even if a prosecution is unlikely, the chilling effect doesn’t require convictions. It only requires enough ambiguity that clinicians and clinics decide it’s not worth the exposure.
4) This isn’t “college policy.” It’s Criminal Code territory.
Bill C-4 received Royal Assent on December 8, 2021 and came into force in January 2022. (Parliament of Canada)
It created Criminal Code offences around causing someone to undergo conversion therapy, promoting/advertising it, and profiting from it. (Parliament of Canada)
So when therapists ask, “Can I safely do exploratory work with this child without being accused of ‘conversion’?” they are not being melodramatic. They are doing what professionals do when lawmakers write broad definitions: they assume the worst plausible reading—and they self-censor.
5) Why this hits children hardest
Adults can absorb bad ideology and still have time to course-correct. Kids often can’t.
Children need therapy that is:
- exploratory (many hypotheses, not one script),
- developmentally sober (puberty changes the picture),
- comorbidity-first (anxiety, depression, autism traits, trauma, dissociation),
- family-systems aware (parents are usually the safety net, not “the enemy”),
- outcome-humble (no foreclosed conclusions).
C-4 subtly tilts the playing field: it makes “don’t be seen as steering away from trans identity” the safest institutional posture regardless of whether that posture serves the child in front of you.
6) Why this question is sharper now
After the February 10, 2026 Tumbler Ridge shootings, public attention has turned—again—to institutional failure chains: mental health, gatekeeping, warning signs, and what “care” actually means when a young person is unstable. The BC RCMP’s Feb 13 update refers to autopsies for “eight victims and the suspect” (nine deceased total), and notes ongoing review of prior interactions with the suspect. (RCMP)
A tragedy doesn’t “prove” a policy critique. But it does remove the luxury of pretending that scripts are the same thing as safeguards.
A better standard (without reviving abusive conversion practices)
If Parliament’s aim is to ban coercion and fraud, it can do so cleanly without criminalizing clinical caution.
A fix would explicitly protect:
- Open-ended psychotherapy for gender distress, including differential diagnosis and comorbidity treatment.
- Neutral therapeutic goals (reducing distress, improving functioning, strengthening self-acceptance) without predetermining identity outcomes.
- The clinician’s ability to discuss biological sex reality, uncertainty, and developmental pathways without that being treated as “preference” or “myth.” (Parliament of Canada)
- Bright-line prohibitions aimed at the actual evils: coercion, aversive techniques, confinement, threats, and misrepresentation.
Canada can still denounce abuse and defend evidence-based exploration. Kids deserve therapists unbound by ideology—not just ideology unbound by evidence.

References
- Bill C-4 — First Reading (House of Commons) — Nov 29, 2021
https://www.parl.ca/DocumentViewer/en/44-1/bill/C-4/first-reading
Source: (Parliament of Canada) - Bill C-4 — Third Reading (House of Commons) — Dec 1, 2021
https://www.parl.ca/DocumentViewer/en/44-1/bill/C-4/third-reading
Source: (Parliament of Canada) - Bill C-4 — Royal Assent (Chapter 24) — Dec 8, 2021
https://www.parl.ca/DocumentViewer/en/44-1/bill/C-4/royal-assent
Source: (Parliament of Canada)
Core legal text (Criminal Code, consolidated)
- Criminal Code — s. 320.101 (definition + exploration carve-out)
https://laws-lois.justice.gc.ca/eng/acts/c-46/section-320.101.html - Statutes of Canada 2021, c. 24 (Annual Statutes full text — includes preamble)
https://laws-lois.justice.gc.ca/eng/AnnualStatutes/2021_24/FullText.html
Official legislative record / metadata (timeline, status)
- LEGISinfo — Bill C-4 (44-1) (dates, stages, summary trail)
https://www.parl.ca/legisinfo/en/bill/44-1/c-4
Source: (Parliament of Canada)
Neutral institutional summary
- Library of Parliament — Legislative Summary (PDF)
https://publications.gc.ca/collections/collection_2022/bdp-lop/ls/YM32-3-441-C4-eng.pdf
Source: (Government of Canada Publications)
Government explainer / enforcement framing
- Justice Canada — “Conversion therapy” page (in-force date, offences overview)
https://www.justice.gc.ca/eng/rp-pr/jr/ct-tc/p1.html
Context reference used in the essay (Tumbler Ridge)
- RCMP — Tumbler Ridge investigative update (Feb 13, 2026)
https://rcmp.ca/en/bc/tumbler-ridge/news/2026/02/4350292





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