GET https://kbin.spritesserver.nl/index.php/m/science_memes@mander.xyz/t/5125/Machine-Learning-is-when-machine-learns-stupid/oldest

Response
200 OK
IP
216.73.216.46
Profiled on
Token
cfb722

Security

Token

There is no security token.

Firewall

main Name
Security enabled
Stateless

Configuration

Key Value
provider security.user.provider.concrete.app_user_provider
context main
entry_point App\Security\KbinAuthenticator
user_checker App\Security\UserChecker
access_denied_handler (none)
access_denied_url (none)
authenticators 
[
  "two_factor"
  "remember_me"
  "App\Security\KbinAuthenticator"
  "App\Security\FacebookAuthenticator"
  "App\Security\GoogleAuthenticator"
  "App\Security\GithubAuthenticator"
  "App\Security\KeycloakAuthenticator"
]

Listeners

Listener Duration Response 
Symfony\Component\Security\Http\Firewall\ChannelListener {#723
  -map: Symfony\Component\Security\Http\AccessMap {#722 …}
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  -httpsPort: 443
}
 0.00 ms (none) 
Symfony\Component\Security\Http\Firewall\ContextListener {#706
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  -sessionKey: "_security_main"
  -logger: Monolog\Logger {#783 …}
  -userProviders: Symfony\Component\DependencyInjection\Argument\RewindableGenerator {#705 …}
  -dispatcher: Symfony\Component\EventDispatcher\Debug\TraceableEventDispatcher {#747 …}
  -registered: false
  -trustResolver: Scheb\TwoFactorBundle\Security\Authentication\AuthenticationTrustResolver {#780 …}
  -sessionTrackerEnabler: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage::enableUsageTracking(): void {#703 …}
}
 7.28 ms (none) 
Symfony\Component\Security\Http\Firewall\AuthenticatorManagerListener {#584
  -authenticatorManager: Symfony\Component\Security\Http\Authentication\AuthenticatorManager {#595 …}
}
 0.00 ms (none) 
Scheb\TwoFactorBundle\Security\Http\Firewall\TwoFactorAccessListener {#582
  -twoFactorFirewallConfig: Scheb\TwoFactorBundle\Security\TwoFactor\TwoFactorFirewallConfig {#842 …}
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage {#1018 …}
  -twoFactorAccessDecider: Scheb\TwoFactorBundle\Security\Authorization\TwoFactorAccessDecider {#581 …}
}
 0.08 ms (none) 
Symfony\Component\Security\Http\Firewall\AccessListener {#579
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage {#1018 …}
  -accessDecisionManager: Symfony\Component\Security\Core\Authorization\TraceableAccessDecisionManager {#937 …}
  -map: Symfony\Component\Security\Http\AccessMap {#722 …}
}
 0.00 ms (none) 
Symfony\Component\Security\Http\Firewall\LogoutListener {#786
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage {#1018 …}
  -options: [
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    "csrf_token_id" => "logout"
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  -eventDispatcher: Symfony\Component\EventDispatcher\Debug\TraceableEventDispatcher {#747 …}
}
 0.00 ms (none)

Authenticators

No authenticators have been recorded. Check previous profiles on your authentication endpoint.

Access Decision

affirmative Strategy
# Voter class
1 
"Symfony\Component\Security\Core\Authorization\Voter\AuthenticatedVoter"
2 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
3 
"Symfony\Component\Security\Core\Authorization\Voter\RoleHierarchyVoter"
4 
"Symfony\Component\Security\Core\Authorization\Voter\ExpressionVoter"
5 
"App\Security\Voter\EntryCommentVoter"
6 
"App\Security\Voter\EntryVoter"
7 
"App\Security\Voter\MagazineVoter"
8 
"App\Security\Voter\MessageThreadVoter"
9 
"App\Security\Voter\MessageVoter"
10 
"App\Security\Voter\NotificationVoter"
11 
"App\Security\Voter\OAuth2UserConsentVoter"
12 
"App\Security\Voter\PostCommentVoter"
13 
"App\Security\Voter\PostVoter"
14 
"App\Security\Voter\UserVoter"

Access decision log

# Result Attributes Object
1 DENIED ROLE_USER 
null
 
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"Symfony\Component\Security\Core\Authorization\Voter\RoleHierarchyVoter"
 ACCESS DENIED 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
2 DENIED moderate 
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      - [!history@mander.xyz](/c/history@mander.xyz)\n
      - [!old_maps@mander.xyz](/c/old_maps@mander.xyz)\n
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      ### Practical and Applied Sciences\n
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      - [!exercise-and sports-science@mander.xyz](/c/sports_science@mander.xyz)\n
      - [!gardening@mander.xyz](/c/gardening@mander.xyz)\n
      - [!self sufficiency@mander.xyz](/c/self-sufficiency@mander.xyz)\n
      - [!soilscience@slrpnk.net](/c/soilscience@slrpnk.net)\n
      - [!terrariums@mander.xyz](/c/terrariums@mander.xyz)\n
      - [!timelapse@mander.xyz](/c/timelapse@mander.xyz)\n
      \n
      ### Memes\n
      \n
      - [!bushrat_confidential@slrpnk.net](/c/bushrat_confidential@slrpnk.net)\n
      - [!science_memes@mander.xyz](/c/science_memes@mander.xyz)\n
      \n
      ### Miscellaneous\n
      \n
      - [!answered@mander.xyz](/c/answered@mander.xyz)\n
      - [!mander@mander.xyz](/c/mander@mander.xyz)
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"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\EntryVoter"
 ACCESS DENIED 
"App\Security\Voter\MagazineVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageThreadVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\MessageVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\NotificationVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\OAuth2UserConsentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostCommentVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\PostVoter"
 ACCESS ABSTAIN 
"App\Security\Voter\UserVoter"
 ACCESS ABSTAIN
Show voter details
3 DENIED edit 
App\Entity\Entry {#2419
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      =========================================\n
      \n
      > A place for majestic STEMLORD peacocking, as well as memes about the realities of working in a lab.\n
      \n
      ![](https://mander.xyz/pictrs/image/139561f5-2f4d-48a6-aef0-65943d6d97d3.png)\n
      \n
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      \n
      ---\n
      \n
      **Rules**\n
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      2. Keep it rooted (on topic).\n
      3. No spam.\n
      4. Infographics welcome, get schooled.\n
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      \n
      ---\n
      \n
      Research Committee\n
      ------------------\n
      \n
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      \n
      Other Mander Communities\n
      ------------------------\n
      \n
      ### Science and Research\n
      \n
      - [!academia@mander.xyz](/c/academia@mander.xyz)\n
      - [!science@mander.xyz](/c/science@mander.xyz)\n
      - [!scicomm@mander.xyz](/c/scicomm@mander.xyz)\n
      \n
      ### Biology and Life Sciences\n
      \n
      - [!abiogenesis@mander.xyz](/c/abiogenesis@mander.xyz)\n
      - [!animal-behavior@mander.xyz](/c/animal-behavior@mander.xyz)\n
      - [!anthropology@mander.xyz](/c/anthropology@mander.xyz)\n
      - [!arachnology@mander.xyz](/c/arachnology@mander.xyz)\n
      - [!balconygardening@slrpnk.net](/c/balconygardening@slrpnk.net)\n
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      - [!fermentation@mander.xyz](/c/fermentation@mander.xyz)\n
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      - [!houseplants@mander.xyz](/c/houseplants@mander.xyz)\n
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      - [!mycology@mander.xyz](/c/mycology@mander.xyz)\n
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      - [!photosynthesis@mander.xyz](/c/photosynthesis@mander.xyz)\n
      - [!plantid@mander.xyz](/c/plantid@mander.xyz)\n
      - [!plants@mander.xyz](/c/plants@mander.xyz)\n
      - [!reptiles and amphibians@mander.xyz](/c/herpetology@mander.xyz)\n
      \n
      ### Physical Sciences\n
      \n
      - [!astronomy@mander.xyz](/c/astronomy@mander.xyz)\n
      - [!chemistry@mander.xyz](/c/chemistry@mander.xyz)\n
      - [!earthscience@mander.xyz](/c/earthscience@mander.xyz)\n
      - [!geography@mander.xyz](/c/geography@mander.xyz)\n
      - [!geospatial@mander.xyz](/c/geospatial@mander.xyz)\n
      - [!nuclear@mander.xyz](/c/nuclear@mander.xyz)\n
      - [!physics@mander.xyz](/c/physics@mander.xyz)\n
      - [!quantum-computing@mander.xyz](/c/qubits@mander.xyz)\n
      - [!spectroscopy@mander.xyz](/c/spectroscopy@mander.xyz)\n
      \n
      ### Humanities and Social Sciences\n
      \n
      - [!archaeology@mander.xyz](/c/archaeology@mander.xyz)\n
      - [!folklore@mander.xyz](/c/folklore@mander.xyz)\n
      - [!history@mander.xyz](/c/history@mander.xyz)\n
      - [!old_maps@mander.xyz](/c/old_maps@mander.xyz)\n
      \n
      ### Practical and Applied Sciences\n
      \n
      - [!exercise-and sports-science@mander.xyz](/c/sports_science@mander.xyz)\n
      - [!gardening@mander.xyz](/c/gardening@mander.xyz)\n
      - [!self sufficiency@mander.xyz](/c/self-sufficiency@mander.xyz)\n
      - [!soilscience@slrpnk.net](/c/soilscience@slrpnk.net)\n
      - [!terrariums@mander.xyz](/c/terrariums@mander.xyz)\n
      - [!timelapse@mander.xyz](/c/timelapse@mander.xyz)\n
      \n
      ### Memes\n
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      - [!science_memes@mander.xyz](/c/science_memes@mander.xyz)\n
      \n
      ### Miscellaneous\n
      \n
      - [!answered@mander.xyz](/c/answered@mander.xyz)\n
      - [!mander@mander.xyz](/c/mander@mander.xyz)
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7 DENIED edit 
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      +description: """
        Welcome to c/science_memes @ Mander.xyz!\n
        =========================================\n
        \n
        > A place for majestic STEMLORD peacocking, as well as memes about the realities of working in a lab.\n
        \n
        ![](https://mander.xyz/pictrs/image/139561f5-2f4d-48a6-aef0-65943d6d97d3.png)\n
        \n
        ---\n
        \n
        ---\n
        \n
        **Rules**\n
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        2. Keep it rooted (on topic).\n
        3. No spam.\n
        4. Infographics welcome, get schooled.\n
        \n
        ---\n
        \n
        ---\n
        \n
        Research Committee\n
        ------------------\n
        \n
        - [!spiders@lemmy.world](/c/spiders@lemmy.world)\n
        \n
        Other Mander Communities\n
        ------------------------\n
        \n
        ### Science and Research\n
        \n
        - [!academia@mander.xyz](/c/academia@mander.xyz)\n
        - [!science@mander.xyz](/c/science@mander.xyz)\n
        - [!scicomm@mander.xyz](/c/scicomm@mander.xyz)\n
        \n
        ### Biology and Life Sciences\n
        \n
        - [!abiogenesis@mander.xyz](/c/abiogenesis@mander.xyz)\n
        - [!animal-behavior@mander.xyz](/c/animal-behavior@mander.xyz)\n
        - [!anthropology@mander.xyz](/c/anthropology@mander.xyz)\n
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        - [!biophysics@mander.xyz](/c/biophysics@mander.xyz)\n
        - [!botany@mander.xyz](/c/botany@mander.xyz)\n
        - [!ecology@mander.xyz](/c/ecology@mander.xyz)\n
        - [!entomology@mander.xyz](/c/entomology@mander.xyz)\n
        - [!fermentation@mander.xyz](/c/fermentation@mander.xyz)\n
        - [!herpetology@mander.xyz](/c/herpetology@mander.xyz)\n
        - [!houseplants@mander.xyz](/c/houseplants@mander.xyz)\n
        - [!medicine@mander.xyz](/c/medicine@mander.xyz)\n
        - [!microscopy@mander.xyz](/c/microscopy@mander.xyz)\n
        - [!mycology@mander.xyz](/c/mycology@mander.xyz)\n
        - [!nudibranchs@mander.xyz](/c/nudibranchs@mander.xyz)\n
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        - [!plantid@mander.xyz](/c/plantid@mander.xyz)\n
        - [!plants@mander.xyz](/c/plants@mander.xyz)\n
        - [!reptiles and amphibians@mander.xyz](/c/herpetology@mander.xyz)\n
        \n
        ### Physical Sciences\n
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        - [!astronomy@mander.xyz](/c/astronomy@mander.xyz)\n
        - [!chemistry@mander.xyz](/c/chemistry@mander.xyz)\n
        - [!earthscience@mander.xyz](/c/earthscience@mander.xyz)\n
        - [!geography@mander.xyz](/c/geography@mander.xyz)\n
        - [!geospatial@mander.xyz](/c/geospatial@mander.xyz)\n
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        - [!quantum-computing@mander.xyz](/c/qubits@mander.xyz)\n
        - [!spectroscopy@mander.xyz](/c/spectroscopy@mander.xyz)\n
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        - [!archaeology@mander.xyz](/c/archaeology@mander.xyz)\n
        - [!folklore@mander.xyz](/c/folklore@mander.xyz)\n
        - [!history@mander.xyz](/c/history@mander.xyz)\n
        - [!old_maps@mander.xyz](/c/old_maps@mander.xyz)\n
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        - [!gardening@mander.xyz](/c/gardening@mander.xyz)\n
        - [!self sufficiency@mander.xyz](/c/self-sufficiency@mander.xyz)\n
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        - [!terrariums@mander.xyz](/c/terrariums@mander.xyz)\n
        - [!timelapse@mander.xyz](/c/timelapse@mander.xyz)\n
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    Dude on the right is correct that perturbed gradient descent with threshold functions and backprop feedback was implemented before most of us were born.\n
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8 DENIED moderate 
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        =========================================\n
        \n
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        \n
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        \n
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        \n
        ---\n
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        2. Keep it rooted (on topic).\n
        3. No spam.\n
        4. Infographics welcome, get schooled.\n
        \n
        ---\n
        \n
        ---\n
        \n
        Research Committee\n
        ------------------\n
        \n
        - [!spiders@lemmy.world](/c/spiders@lemmy.world)\n
        \n
        Other Mander Communities\n
        ------------------------\n
        \n
        ### Science and Research\n
        \n
        - [!academia@mander.xyz](/c/academia@mander.xyz)\n
        - [!science@mander.xyz](/c/science@mander.xyz)\n
        - [!scicomm@mander.xyz](/c/scicomm@mander.xyz)\n
        \n
        ### Biology and Life Sciences\n
        \n
        - [!abiogenesis@mander.xyz](/c/abiogenesis@mander.xyz)\n
        - [!animal-behavior@mander.xyz](/c/animal-behavior@mander.xyz)\n
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        - [!fermentation@mander.xyz](/c/fermentation@mander.xyz)\n
        - [!herpetology@mander.xyz](/c/herpetology@mander.xyz)\n
        - [!houseplants@mander.xyz](/c/houseplants@mander.xyz)\n
        - [!medicine@mander.xyz](/c/medicine@mander.xyz)\n
        - [!microscopy@mander.xyz](/c/microscopy@mander.xyz)\n
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        - [!plants@mander.xyz](/c/plants@mander.xyz)\n
        - [!reptiles and amphibians@mander.xyz](/c/herpetology@mander.xyz)\n
        \n
        ### Physical Sciences\n
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        - [!astronomy@mander.xyz](/c/astronomy@mander.xyz)\n
        - [!chemistry@mander.xyz](/c/chemistry@mander.xyz)\n
        - [!earthscience@mander.xyz](/c/earthscience@mander.xyz)\n
        - [!geography@mander.xyz](/c/geography@mander.xyz)\n
        - [!geospatial@mander.xyz](/c/geospatial@mander.xyz)\n
        - [!nuclear@mander.xyz](/c/nuclear@mander.xyz)\n
        - [!physics@mander.xyz](/c/physics@mander.xyz)\n
        - [!quantum-computing@mander.xyz](/c/qubits@mander.xyz)\n
        - [!spectroscopy@mander.xyz](/c/spectroscopy@mander.xyz)\n
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        - [!archaeology@mander.xyz](/c/archaeology@mander.xyz)\n
        - [!folklore@mander.xyz](/c/folklore@mander.xyz)\n
        - [!history@mander.xyz](/c/history@mander.xyz)\n
        - [!old_maps@mander.xyz](/c/old_maps@mander.xyz)\n
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        \n
        - [!exercise-and sports-science@mander.xyz](/c/sports_science@mander.xyz)\n
        - [!gardening@mander.xyz](/c/gardening@mander.xyz)\n
        - [!self sufficiency@mander.xyz](/c/self-sufficiency@mander.xyz)\n
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        - [!terrariums@mander.xyz](/c/terrariums@mander.xyz)\n
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        - [!mander@mander.xyz](/c/mander@mander.xyz)
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        =========================================\n
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        \n
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        \n
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        4. Infographics welcome, get schooled.\n
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        - [!science@mander.xyz](/c/science@mander.xyz)\n
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        - [!herpetology@mander.xyz](/c/herpetology@mander.xyz)\n
        - [!houseplants@mander.xyz](/c/houseplants@mander.xyz)\n
        - [!medicine@mander.xyz](/c/medicine@mander.xyz)\n
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        - [!history@mander.xyz](/c/history@mander.xyz)\n
        - [!old_maps@mander.xyz](/c/old_maps@mander.xyz)\n
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        - [!gardening@mander.xyz](/c/gardening@mander.xyz)\n
        - [!self sufficiency@mander.xyz](/c/self-sufficiency@mander.xyz)\n
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12 DENIED moderate 
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        Welcome to c/science_memes @ Mander.xyz!\n
        =========================================\n
        \n
        > A place for majestic STEMLORD peacocking, as well as memes about the realities of working in a lab.\n
        \n
        ![](https://mander.xyz/pictrs/image/139561f5-2f4d-48a6-aef0-65943d6d97d3.png)\n
        \n
        ---\n
        \n
        ---\n
        \n
        **Rules**\n
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        2. Keep it rooted (on topic).\n
        3. No spam.\n
        4. Infographics welcome, get schooled.\n
        \n
        ---\n
        \n
        ---\n
        \n
        Research Committee\n
        ------------------\n
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        - [!spiders@lemmy.world](/c/spiders@lemmy.world)\n
        \n
        Other Mander Communities\n
        ------------------------\n
        \n
        ### Science and Research\n
        \n
        - [!academia@mander.xyz](/c/academia@mander.xyz)\n
        - [!science@mander.xyz](/c/science@mander.xyz)\n
        - [!scicomm@mander.xyz](/c/scicomm@mander.xyz)\n
        \n
        ### Biology and Life Sciences\n
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        - [!abiogenesis@mander.xyz](/c/abiogenesis@mander.xyz)\n
        - [!animal-behavior@mander.xyz](/c/animal-behavior@mander.xyz)\n
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        - [!biophysics@mander.xyz](/c/biophysics@mander.xyz)\n
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        - [!herpetology@mander.xyz](/c/herpetology@mander.xyz)\n
        - [!houseplants@mander.xyz](/c/houseplants@mander.xyz)\n
        - [!medicine@mander.xyz](/c/medicine@mander.xyz)\n
        - [!microscopy@mander.xyz](/c/microscopy@mander.xyz)\n
        - [!mycology@mander.xyz](/c/mycology@mander.xyz)\n
        - [!nudibranchs@mander.xyz](/c/nudibranchs@mander.xyz)\n
        - [!nutrition@mander.xyz](/c/nutrition@mander.xyz)\n
        - [!palaeoecology@mander.xyz](/c/palaeoecology@mander.xyz)\n
        - [!palaeontology@mander.xyz](/c/palaeontology@mander.xyz)\n
        - [!photosynthesis@mander.xyz](/c/photosynthesis@mander.xyz)\n
        - [!plantid@mander.xyz](/c/plantid@mander.xyz)\n
        - [!plants@mander.xyz](/c/plants@mander.xyz)\n
        - [!reptiles and amphibians@mander.xyz](/c/herpetology@mander.xyz)\n
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        ### Physical Sciences\n
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        - [!astronomy@mander.xyz](/c/astronomy@mander.xyz)\n
        - [!chemistry@mander.xyz](/c/chemistry@mander.xyz)\n
        - [!earthscience@mander.xyz](/c/earthscience@mander.xyz)\n
        - [!geography@mander.xyz](/c/geography@mander.xyz)\n
        - [!geospatial@mander.xyz](/c/geospatial@mander.xyz)\n
        - [!nuclear@mander.xyz](/c/nuclear@mander.xyz)\n
        - [!physics@mander.xyz](/c/physics@mander.xyz)\n
        - [!quantum-computing@mander.xyz](/c/qubits@mander.xyz)\n
        - [!spectroscopy@mander.xyz](/c/spectroscopy@mander.xyz)\n
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        - [!archaeology@mander.xyz](/c/archaeology@mander.xyz)\n
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        - [!history@mander.xyz](/c/history@mander.xyz)\n
        - [!old_maps@mander.xyz](/c/old_maps@mander.xyz)\n
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        \n
        - [!exercise-and sports-science@mander.xyz](/c/sports_science@mander.xyz)\n
        - [!gardening@mander.xyz](/c/gardening@mander.xyz)\n
        - [!self sufficiency@mander.xyz](/c/self-sufficiency@mander.xyz)\n
        - [!soilscience@slrpnk.net](/c/soilscience@slrpnk.net)\n
        - [!terrariums@mander.xyz](/c/terrariums@mander.xyz)\n
        - [!timelapse@mander.xyz](/c/timelapse@mander.xyz)\n
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        ### Memes\n
        \n
        - [!bushrat_confidential@slrpnk.net](/c/bushrat_confidential@slrpnk.net)\n
        - [!science_memes@mander.xyz](/c/science_memes@mander.xyz)\n
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        - [!answered@mander.xyz](/c/answered@mander.xyz)\n
        - [!mander@mander.xyz](/c/mander@mander.xyz)
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        =========================================\n
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        \n
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        \n
        ---\n
        \n
        ---\n
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        **Rules**\n
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        3. No spam.\n
        4. Infographics welcome, get schooled.\n
        \n
        ---\n
        \n
        ---\n
        \n
        Research Committee\n
        ------------------\n
        \n
        - [!spiders@lemmy.world](/c/spiders@lemmy.world)\n
        \n
        Other Mander Communities\n
        ------------------------\n
        \n
        ### Science and Research\n
        \n
        - [!academia@mander.xyz](/c/academia@mander.xyz)\n
        - [!science@mander.xyz](/c/science@mander.xyz)\n
        - [!scicomm@mander.xyz](/c/scicomm@mander.xyz)\n
        \n
        ### Biology and Life Sciences\n
        \n
        - [!abiogenesis@mander.xyz](/c/abiogenesis@mander.xyz)\n
        - [!animal-behavior@mander.xyz](/c/animal-behavior@mander.xyz)\n
        - [!anthropology@mander.xyz](/c/anthropology@mander.xyz)\n
        - [!arachnology@mander.xyz](/c/arachnology@mander.xyz)\n
        - [!balconygardening@slrpnk.net](/c/balconygardening@slrpnk.net)\n
        - [!biodiversity@mander.xyz](/c/biodiversity@mander.xyz)\n
        - [!biology@mander.xyz](/c/biology@mander.xyz)\n
        - [!biophysics@mander.xyz](/c/biophysics@mander.xyz)\n
        - [!botany@mander.xyz](/c/botany@mander.xyz)\n
        - [!ecology@mander.xyz](/c/ecology@mander.xyz)\n
        - [!entomology@mander.xyz](/c/entomology@mander.xyz)\n
        - [!fermentation@mander.xyz](/c/fermentation@mander.xyz)\n
        - [!herpetology@mander.xyz](/c/herpetology@mander.xyz)\n
        - [!houseplants@mander.xyz](/c/houseplants@mander.xyz)\n
        - [!medicine@mander.xyz](/c/medicine@mander.xyz)\n
        - [!microscopy@mander.xyz](/c/microscopy@mander.xyz)\n
        - [!mycology@mander.xyz](/c/mycology@mander.xyz)\n
        - [!nudibranchs@mander.xyz](/c/nudibranchs@mander.xyz)\n
        - [!nutrition@mander.xyz](/c/nutrition@mander.xyz)\n
        - [!palaeoecology@mander.xyz](/c/palaeoecology@mander.xyz)\n
        - [!palaeontology@mander.xyz](/c/palaeontology@mander.xyz)\n
        - [!photosynthesis@mander.xyz](/c/photosynthesis@mander.xyz)\n
        - [!plantid@mander.xyz](/c/plantid@mander.xyz)\n
        - [!plants@mander.xyz](/c/plants@mander.xyz)\n
        - [!reptiles and amphibians@mander.xyz](/c/herpetology@mander.xyz)\n
        \n
        ### Physical Sciences\n
        \n
        - [!astronomy@mander.xyz](/c/astronomy@mander.xyz)\n
        - [!chemistry@mander.xyz](/c/chemistry@mander.xyz)\n
        - [!earthscience@mander.xyz](/c/earthscience@mander.xyz)\n
        - [!geography@mander.xyz](/c/geography@mander.xyz)\n
        - [!geospatial@mander.xyz](/c/geospatial@mander.xyz)\n
        - [!nuclear@mander.xyz](/c/nuclear@mander.xyz)\n
        - [!physics@mander.xyz](/c/physics@mander.xyz)\n
        - [!quantum-computing@mander.xyz](/c/qubits@mander.xyz)\n
        - [!spectroscopy@mander.xyz](/c/spectroscopy@mander.xyz)\n
        \n
        ### Humanities and Social Sciences\n
        \n
        - [!archaeology@mander.xyz](/c/archaeology@mander.xyz)\n
        - [!folklore@mander.xyz](/c/folklore@mander.xyz)\n
        - [!history@mander.xyz](/c/history@mander.xyz)\n
        - [!old_maps@mander.xyz](/c/old_maps@mander.xyz)\n
        \n
        ### Practical and Applied Sciences\n
        \n
        - [!exercise-and sports-science@mander.xyz](/c/sports_science@mander.xyz)\n
        - [!gardening@mander.xyz](/c/gardening@mander.xyz)\n
        - [!self sufficiency@mander.xyz](/c/self-sufficiency@mander.xyz)\n
        - [!soilscience@slrpnk.net](/c/soilscience@slrpnk.net)\n
        - [!terrariums@mander.xyz](/c/terrariums@mander.xyz)\n
        - [!timelapse@mander.xyz](/c/timelapse@mander.xyz)\n
        \n
        ### Memes\n
        \n
        - [!bushrat_confidential@slrpnk.net](/c/bushrat_confidential@slrpnk.net)\n
        - [!science_memes@mander.xyz](/c/science_memes@mander.xyz)\n
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        ### Miscellaneous\n
        \n
        - [!answered@mander.xyz](/c/answered@mander.xyz)\n
        - [!mander@mander.xyz](/c/mander@mander.xyz)
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    Man i dont know. I had an introductery lecture into ML and we were told of some kernel stuff, where you look at a space that could be infinite dimensional and that you do some math to project into low dimensional feature space, where your seperation still works because of your kernel function.\n
    \n
    That isnt some black box art form, that is clearly black magic.
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        =========================================\n
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        > A place for majestic STEMLORD peacocking, as well as memes about the realities of working in a lab.\n
        \n
        ![](https://mander.xyz/pictrs/image/139561f5-2f4d-48a6-aef0-65943d6d97d3.png)\n
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        \n
        ---\n
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        Research Committee\n
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        Other Mander Communities\n
        ------------------------\n
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        \n
        - [!academia@mander.xyz](/c/academia@mander.xyz)\n
        - [!science@mander.xyz](/c/science@mander.xyz)\n
        - [!scicomm@mander.xyz](/c/scicomm@mander.xyz)\n
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        - [!reptiles and amphibians@mander.xyz](/c/herpetology@mander.xyz)\n
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        - [!chemistry@mander.xyz](/c/chemistry@mander.xyz)\n
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        - [!history@mander.xyz](/c/history@mander.xyz)\n
        - [!old_maps@mander.xyz](/c/old_maps@mander.xyz)\n
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        - [!gardening@mander.xyz](/c/gardening@mander.xyz)\n
        - [!self sufficiency@mander.xyz](/c/self-sufficiency@mander.xyz)\n
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        =========================================\n
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        \n
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        4. Infographics welcome, get schooled.\n
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        ---\n
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        Research Committee\n
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        \n
        - [!spiders@lemmy.world](/c/spiders@lemmy.world)\n
        \n
        Other Mander Communities\n
        ------------------------\n
        \n
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        - [!academia@mander.xyz](/c/academia@mander.xyz)\n
        - [!science@mander.xyz](/c/science@mander.xyz)\n
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        - [!gardening@mander.xyz](/c/gardening@mander.xyz)\n
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        \n
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        - [!herpetology@mander.xyz](/c/herpetology@mander.xyz)\n
        - [!houseplants@mander.xyz](/c/houseplants@mander.xyz)\n
        - [!medicine@mander.xyz](/c/medicine@mander.xyz)\n
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        - [!old_maps@mander.xyz](/c/old_maps@mander.xyz)\n
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        - [!gardening@mander.xyz](/c/gardening@mander.xyz)\n
        - [!self sufficiency@mander.xyz](/c/self-sufficiency@mander.xyz)\n
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        - [!terrariums@mander.xyz](/c/terrariums@mander.xyz)\n
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        - [!answered@mander.xyz](/c/answered@mander.xyz)\n
        - [!mander@mander.xyz](/c/mander@mander.xyz)
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        \n
        ![](https://mander.xyz/pictrs/image/139561f5-2f4d-48a6-aef0-65943d6d97d3.png)\n
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        ---\n
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        ---\n
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        Research Committee\n
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        Other Mander Communities\n
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        - [!academia@mander.xyz](/c/academia@mander.xyz)\n
        - [!science@mander.xyz](/c/science@mander.xyz)\n
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        Research Committee\n
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        - [!abiogenesis@mander.xyz](/c/abiogenesis@mander.xyz)\n
        - [!animal-behavior@mander.xyz](/c/animal-behavior@mander.xyz)\n
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        - [!entomology@mander.xyz](/c/entomology@mander.xyz)\n
        - [!fermentation@mander.xyz](/c/fermentation@mander.xyz)\n
        - [!herpetology@mander.xyz](/c/herpetology@mander.xyz)\n
        - [!houseplants@mander.xyz](/c/houseplants@mander.xyz)\n
        - [!medicine@mander.xyz](/c/medicine@mander.xyz)\n
        - [!microscopy@mander.xyz](/c/microscopy@mander.xyz)\n
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        - [!nudibranchs@mander.xyz](/c/nudibranchs@mander.xyz)\n
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        - [!plantid@mander.xyz](/c/plantid@mander.xyz)\n
        - [!plants@mander.xyz](/c/plants@mander.xyz)\n
        - [!reptiles and amphibians@mander.xyz](/c/herpetology@mander.xyz)\n
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        - [!chemistry@mander.xyz](/c/chemistry@mander.xyz)\n
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        - [!geospatial@mander.xyz](/c/geospatial@mander.xyz)\n
        - [!nuclear@mander.xyz](/c/nuclear@mander.xyz)\n
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        - [!quantum-computing@mander.xyz](/c/qubits@mander.xyz)\n
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        - [!folklore@mander.xyz](/c/folklore@mander.xyz)\n
        - [!history@mander.xyz](/c/history@mander.xyz)\n
        - [!old_maps@mander.xyz](/c/old_maps@mander.xyz)\n
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        - [!gardening@mander.xyz](/c/gardening@mander.xyz)\n
        - [!self sufficiency@mander.xyz](/c/self-sufficiency@mander.xyz)\n
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        - [!terrariums@mander.xyz](/c/terrariums@mander.xyz)\n
        - [!timelapse@mander.xyz](/c/timelapse@mander.xyz)\n
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        - [!science_memes@mander.xyz](/c/science_memes@mander.xyz)\n
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        =========================================\n
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        \n
        ![](https://mander.xyz/pictrs/image/139561f5-2f4d-48a6-aef0-65943d6d97d3.png)\n
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        ---\n
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        ---\n
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        Research Committee\n
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        \n
        - [!academia@mander.xyz](/c/academia@mander.xyz)\n
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        \n
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        4. Infographics welcome, get schooled.\n
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        Research Committee\n
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        \n
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        - [!reptiles and amphibians@mander.xyz](/c/herpetology@mander.xyz)\n
        \n
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        - [!gardening@mander.xyz](/c/gardening@mander.xyz)\n
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    +title: "Machine Learning is when machine learns, stupid."
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  +body: "The only areas of machine learning that I expect to live up to the hype are in areas, where somewhat noisy input and output doesn’t ruin the usability, like image and audio processing and generation, or where you have to validate the output anyway, like the automated copy-paste from stackexchange. Anything that requires actual specifity and factuality straight from the output, like the language models attempting to replace search engines (or worse, professional analysis), will for the foreseeable future be tainted with hallucinations and misinformation."
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App\Entity\Magazine {#265
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    Welcome to c/science_memes @ Mander.xyz!\n
    =========================================\n
    \n
    > A place for majestic STEMLORD peacocking, as well as memes about the realities of working in a lab.\n
    \n
    ![](https://mander.xyz/pictrs/image/139561f5-2f4d-48a6-aef0-65943d6d97d3.png)\n
    \n
    ---\n
    \n
    ---\n
    \n
    **Rules**\n
    \n
    1. Don’t throw mud. Behave like an intellectual and remember the human.\n
    2. Keep it rooted (on topic).\n
    3. No spam.\n
    4. Infographics welcome, get schooled.\n
    \n
    ---\n
    \n
    ---\n
    \n
    Research Committee\n
    ------------------\n
    \n
    - [!spiders@lemmy.world](/c/spiders@lemmy.world)\n
    \n
    Other Mander Communities\n
    ------------------------\n
    \n
    ### Science and Research\n
    \n
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    - [!science@mander.xyz](/c/science@mander.xyz)\n
    - [!scicomm@mander.xyz](/c/scicomm@mander.xyz)\n
    \n
    ### Biology and Life Sciences\n
    \n
    - [!abiogenesis@mander.xyz](/c/abiogenesis@mander.xyz)\n
    - [!animal-behavior@mander.xyz](/c/animal-behavior@mander.xyz)\n
    - [!anthropology@mander.xyz](/c/anthropology@mander.xyz)\n
    - [!arachnology@mander.xyz](/c/arachnology@mander.xyz)\n
    - [!balconygardening@slrpnk.net](/c/balconygardening@slrpnk.net)\n
    - [!biodiversity@mander.xyz](/c/biodiversity@mander.xyz)\n
    - [!biology@mander.xyz](/c/biology@mander.xyz)\n
    - [!biophysics@mander.xyz](/c/biophysics@mander.xyz)\n
    - [!botany@mander.xyz](/c/botany@mander.xyz)\n
    - [!ecology@mander.xyz](/c/ecology@mander.xyz)\n
    - [!entomology@mander.xyz](/c/entomology@mander.xyz)\n
    - [!fermentation@mander.xyz](/c/fermentation@mander.xyz)\n
    - [!herpetology@mander.xyz](/c/herpetology@mander.xyz)\n
    - [!houseplants@mander.xyz](/c/houseplants@mander.xyz)\n
    - [!medicine@mander.xyz](/c/medicine@mander.xyz)\n
    - [!microscopy@mander.xyz](/c/microscopy@mander.xyz)\n
    - [!mycology@mander.xyz](/c/mycology@mander.xyz)\n
    - [!nudibranchs@mander.xyz](/c/nudibranchs@mander.xyz)\n
    - [!nutrition@mander.xyz](/c/nutrition@mander.xyz)\n
    - [!palaeoecology@mander.xyz](/c/palaeoecology@mander.xyz)\n
    - [!palaeontology@mander.xyz](/c/palaeontology@mander.xyz)\n
    - [!photosynthesis@mander.xyz](/c/photosynthesis@mander.xyz)\n
    - [!plantid@mander.xyz](/c/plantid@mander.xyz)\n
    - [!plants@mander.xyz](/c/plants@mander.xyz)\n
    - [!reptiles and amphibians@mander.xyz](/c/herpetology@mander.xyz)\n
    \n
    ### Physical Sciences\n
    \n
    - [!astronomy@mander.xyz](/c/astronomy@mander.xyz)\n
    - [!chemistry@mander.xyz](/c/chemistry@mander.xyz)\n
    - [!earthscience@mander.xyz](/c/earthscience@mander.xyz)\n
    - [!geography@mander.xyz](/c/geography@mander.xyz)\n
    - [!geospatial@mander.xyz](/c/geospatial@mander.xyz)\n
    - [!nuclear@mander.xyz](/c/nuclear@mander.xyz)\n
    - [!physics@mander.xyz](/c/physics@mander.xyz)\n
    - [!quantum-computing@mander.xyz](/c/qubits@mander.xyz)\n
    - [!spectroscopy@mander.xyz](/c/spectroscopy@mander.xyz)\n
    \n
    ### Humanities and Social Sciences\n
    \n
    - [!archaeology@mander.xyz](/c/archaeology@mander.xyz)\n
    - [!folklore@mander.xyz](/c/folklore@mander.xyz)\n
    - [!history@mander.xyz](/c/history@mander.xyz)\n
    - [!old_maps@mander.xyz](/c/old_maps@mander.xyz)\n
    \n
    ### Practical and Applied Sciences\n
    \n
    - [!exercise-and sports-science@mander.xyz](/c/sports_science@mander.xyz)\n
    - [!gardening@mander.xyz](/c/gardening@mander.xyz)\n
    - [!self sufficiency@mander.xyz](/c/self-sufficiency@mander.xyz)\n
    - [!soilscience@slrpnk.net](/c/soilscience@slrpnk.net)\n
    - [!terrariums@mander.xyz](/c/terrariums@mander.xyz)\n
    - [!timelapse@mander.xyz](/c/timelapse@mander.xyz)\n
    \n
    ### Memes\n
    \n
    - [!bushrat_confidential@slrpnk.net](/c/bushrat_confidential@slrpnk.net)\n
    - [!science_memes@mander.xyz](/c/science_memes@mander.xyz)\n
    \n
    ### Miscellaneous\n
    \n
    - [!answered@mander.xyz](/c/answered@mander.xyz)\n
    - [!mander@mander.xyz](/c/mander@mander.xyz)
    """
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