Bibliographic record
Abstract
٩(。•́‿•̀。)۶ is hanahata and larsht_ Normal: Bftg sucks dick Circled: Ⓑⓕⓣⓖ ⓢⓤⓒⓚⓢ ⓓⓘⓒⓚ Filled Circle: 🅑🅕🅣🅖 🅢🅤🅒🅚🅢 🅓🅘🅒🅚 Fullwidth: Bftg sucks dick Small Capitals: ʙꜰᴛɢ ꜱᴜᴄᴋꜱ ᴅɪᴄᴋ Bold: 𝗕𝗳𝘁𝗴 𝘀𝘂𝗰𝗸𝘀 𝗱𝗶𝗰𝗸 Bold Italics: 𝘽𝙛𝙩𝙜 𝙨𝙪𝙘𝙠𝙨 𝙙𝙞𝙘𝙠 Italics: 𝘉𝘧𝘵𝘨 𝘴𝘶𝘤𝘬𝘴 𝘥𝘪𝘤𝘬 Sans: 𝖡𝖿𝗍𝗀 𝗌𝗎𝖼𝗄𝗌 𝖽𝗂𝖼𝗄 Double-struck: 𝔹𝕗𝕥𝕘 𝕤𝕦𝕔𝕜𝕤 𝕕𝕚𝕔𝕜 Monospace: 𝙱𝚏𝚝𝚐 𝚜𝚞𝚌𝚔𝚜 𝚍𝚒𝚌𝚔 Serif Bold: 𝐁𝐟𝐭𝐠 𝐬𝐮𝐜𝐤𝐬 𝐝𝐢𝐜𝐤 Serif Bold Italics: 𝑩𝒇𝒕𝒈 𝒔𝒖𝒄𝒌𝒔 𝒅𝒊𝒄𝒌 Fraktur: 𝔅𝔣𝔱𝔤 𝔰𝔲𝔠𝔨𝔰 𝔡𝔦𝔠𝔨 Fraktur Bold: 𝕭𝖋𝖙𝖌 𝖘𝖚𝖈𝖐𝖘 𝖉𝖎𝖈𝖐 Strikethrough: B̶f̶t̶g̶ ̶s̶u̶c̶k̶s̶ ̶d̶i̶c̶k̶ Underlined: B̲f̲t̲g̲ ̲s̲u̲c̲k̲s̲ ̲d̲i̲c̲k̲ Double Underlined: B̳f̳t̳g̳ ̳s̳u̳c̳k̳s̳ ̳d̳i̳c̳k̳ Overlined: B̅f̅t̅g̅ ̅s̅u̅c̅k̅s̅ ̅d̅i̅c̅k̅ Double Overlined: B̿f̿t̿g̿ ̿s̿u̿c̿k̿s̿ ̿d̿i̿c̿k̿ Superscript: ᴮᶠᵗᵍ ˢᵘᶜᵏˢ ᵈᶦᶜᵏ Subscript: ᵦ𝒻ₜ𝓰 ₛᵤ𝒸ₖₛ 𝒹ᵢ𝒸ₖ Mirrored: ʞɔib ƨʞɔυƨ ϱɈʇꓭ Reversed: kcid skcus gtfB Upside-Down: ʞɔᴉp sʞɔns ɓʇɟꓭ Script / Cursive: 𝐵𝒻𝓉𝑔 𝓈𝓊𝒸𝓀𝓈 𝒹𝒾𝒸𝓀 Script Bold: 𝓑𝓯𝓽𝓰 𝓼𝓾𝓬𝓴𝓼 𝓭𝓲𝓬𝓴 Parentheses: ⒝⒡⒯⒢ ⒮⒰⒞⒦⒮ ⒟⒤⒞⒦ Regional Indicators: 🇧 🇫 🇹 🇬 🇸 🇺 🇨 🇰 🇸 🇩 🇮 🇨 🇰 Squared: 🄱🄵🅃🄶 🅂🅄🄲🄺🅂 🄳🄸🄲🄺 Filled Square: 🅱🅵🆃🅶 🆂🆄🅲🅺🆂 🅳🅸🅲🅺 Keycap: B⃣f⃣t⃣g⃣ ⃣s⃣u⃣c⃣k⃣s⃣ ⃣d⃣i⃣c⃣k⃣ Tags (Invisible): Acute Accent: B́f́t́ǵ śúćḱś d́íćḱ Grave Accent: B̀f̀t̀g̀ ̀s̀ùc̀k̀s̀ ̀d̀ìc̀k̀ Circumflex Accent: B̂f̂t̂ĝ ̂ŝûĉk̂ŝ ̂d̂îĉk̂ Caron Accent: B̌f̌ťǧ ̌šǔčǩš ̌ďǐčǩ Thai: 乃キイG 丂UCズ丂 DノCズ Cyrillic: БfтБ ѕцскѕ ↁіск Ethiopic: ጌቻፕኗ ነሁርጕነ ዕጎርጕ Tai Le: bftg ᥉ᥙᥴk᥉ dιᥴk Japanese: 乃千ㄒᎶ 丂ㄩ匚Ҝ丂 ᗪ丨匚Ҝ Canadian Syllabics: ᗷᖴTG ᔕᑌᑕKᔕ ᗪIᑕK Canadian Syllabics Dots: ᗷᖴᖶᘜ SᑘᑢᖽᐸS ᕲᓰᑢᖽᐸ Old Italic: 𐌁𐌅𐌕Ᏽ 𐌔𐌵𐌂𐌊𐌔 𐌃𐌉𐌂𐌊 Crimped: Bϝƚɠ ʂυƈƙʂ ԃιƈƙ Wild: ๒ŦՇﻮ รยςкร ๔เςк Curvy: ɮʄȶɢ ֆʊƈӄֆ ɖɨƈӄ Money: ฿₣₮₲ ₴Ʉ₵₭₴ Đł₵₭ Slashed: B̷f̷t̷g̷ ̷s̷u̷c̷k̷s̷ ̷d̷i̷c̷k̷ Unicode Homoglyph: Bftg sucks dick Brackets: 【B】【f】【t】【g】【 】【s】【u】【c】【k】【s】【 】【d】【i】【c】【k】 Corner Brackets: 『B』『f』『t』『g』『 』『s』『u』『c』『k』『s』『 』『d』『i』『c』『k』 Shade: B░f░t░g░ ░s░u░c░k░s░ ░d░i░c░k░ Boxed: [̲̅B][̲̅f][̲̅t][̲̅g][̲̅ ][̲̅s][̲̅u][̲̅c][̲̅k][̲̅s][̲̅ ][̲̅d][̲̅i][̲̅c][̲̅k] Double-Struck Boxed: ⟦B⟧⟦f⟧⟦t⟧⟦g⟧⟦ ⟧⟦s⟧⟦u⟧⟦c⟧⟦k⟧⟦s⟧⟦ ⟧⟦d⟧⟦i⟧⟦c⟧⟦k⟧ Dotted Angle Brackets: ⦑B⦒⦑f⦒⦑t⦒⦑g⦒⦑ ⦒⦑s⦒⦑u⦒⦑c⦒⦑k⦒⦑s⦒⦑ ⦒⦑d⦒⦑i⦒⦑c⦒⦑k⦒ Ornate Parentheses: ﴾B̤̈﴿﴾f̤̈﴿﴾ẗ̤﴿﴾g̤̈﴿﴾ ̤̈﴿﴾s̤̈﴿﴾ṳ̈﴿﴾c̤̈﴿﴾k̤̈﴿﴾s̤̈﴿﴾ ̤̈﴿﴾d̤̈﴿﴾ï̤﴿﴾c̤̈﴿﴾k̤̈﴿ Ticked Brackets: ⦏B̂⦎⦏f̂⦎⦏t̂⦎⦏ĝ⦎⦏ ̂⦎⦏ŝ⦎⦏û⦎⦏ĉ⦎⦏k̂⦎⦏ŝ⦎⦏ ̂⦎⦏d̂⦎⦏î⦎⦏ĉ⦎⦏k̂⦎ Fireworks: B҉f҉t҉g҉ ҉s҉u҉c҉k҉s҉ ҉d҉i҉c҉k҉ Wingdings: 👌︎♐︎⧫︎♑︎ ⬧︎◆︎♍︎🙵⬧︎ ♎︎♓︎♍︎🙵 Triangle: B⃤f⃤t⃤g⃤ ⃤s⃤u⃤c⃤k⃤s⃤ ⃤d⃤i⃤c⃤k⃤ Hearts: B♥f♥t♥g♥ ♥s♥u♥c♥k♥s♥ ♥d♥i♥c♥k♥ Fake Braille: B⡯⢗⣻⠀⣫u⣖k⣫⠀d⢨⣖k Braille: ⠃⠋⠞⠛ ⠎⠥⠉⠅⠎ ⠙⠊⠉⠅ Emoji Text: 🅱️F✝️G 5️⃣⛎☪️K5️⃣ Dℹ️☪️K First Letter Emojis: 🐻🔥🐢👧 🧼⬆️🐮🪁🧼 🥟🧊🐮🪁 Clapping: Bftg👏sucks👏dick X's: B͓̽f͓̽t͓̽g͓̽ ͓̽s͓̽u͓̽c͓̽k͓̽s͓̽ ͓̽d͓̽i͓̽c͓̽k͓̽ Squiggles: B̾f̾t̾g̾ ̾s̾u̾c̾k̾s̾ ̾d̾i̾c̾k̾ Lightning: B͛f͛t͛g͛ ͛s͛u͛c͛k͛s͛ ͛d͛i͛c͛k͛ Zigzags: B͛⦚f͛⦚t͛⦚g͛⦚ ͛⦚s͛⦚u͛⦚c͛⦚k͛⦚s͛⦚ ͛⦚d͛⦚i͛⦚c͛⦚k͛⦚ Up Arrows: B͎f͎t͎g͎ ͎s͎u͎c͎k͎s͎ ͎d͎i͎c͎k͎ Vertical Brackets: B̺͆f̺͆t̺͆g̺͆ ̺͆s̺͆u̺͆c̺͆k̺͆s̺͆ ̺͆d̺͆i̺͆c̺͆k̺͆ Tildes: B≋f≋t≋g≋ ≋s≋u≋c≋k≋s≋ ≋d≋i≋c≋k≋ Double-Type: BBffttgg ssuucckkss ddiicckk Periods: B.f.t.g. .s.u.c.k.s. .d.i.c.k. Redacted: ████ █████ ████ Blocks: ▙ █▀ ▀█▀ 🄶 ▄█▀ █▄█ ⫷ █◀ ▄█▀ ▟ █ ⫷ █◀ Leet Speak: 8f7g 5u<|<5 d|<|< Double-Circled: Ⓑ⃝ⓕ⃝ⓣ⃝ⓖ⃝ ⃝ⓢ⃝ⓤ⃝ⓒ⃝ⓚ⃝ⓢ⃝ ⃝ⓓ⃝ⓘ⃝ⓒ⃝ⓚ⃝
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.165 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".