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Record W7065050811

Cosmic Tones ~ Number 66

2012· other· en· W7065050811 on OpenAlexaboutno aff

Bibliographic record

VenueBulletin of Miscellaneous Information (Royal Gardens Kew) · 2012
Typeother
Languageen
FieldPhysics and Astronomy
TopicAtomic and Molecular Physics
Canadian institutionsnot available
Fundersnot available
KeywordsKaleidoscopeAdventureExcursionRidiculousHonorAstronomerHappiness
DOInot available

Abstract

fetched live from OpenAlex

Cosmic Tones For Mental Therapy ‹‹ Setlust for May 5th, 2012 ›› Merta - Picchio Dal Pozzo - Italy, 1976 Hope For Happiness > Joy of A Toy - Soft Machine - UK, 1968 Minipax I - Hugh Hopper - UK, 1973 Flowers and Love - Steve Allen & The Gentle Players (Gabor Szabo / Hal Blaine) - 1967 Craney Crow - Dr. John - 1971 ....... Adeus Maria Fulô - Os Mutantes - Brazil, 1968 The Khyber Twist - Sohail Rana - Pakistan, 1970 Gaurana Superpower - Hayvanlar Alemi - Turkey, 2010 Kanangan Abadiku - Rhythm Kings - Sumatra, Indonesia, 1970 Egyptian Gardens - Kaleidoscope - 1967 Zoom Zoom Zoom - Markley - 1969 ....... Donovan Said - The Brian Jonestown Massacre - 1996 Grunge Betty - Dandy Warhols - 1995* Gone To Earth - The American Analog Set - 1996 Fear of Flying - Bowery Electric - 1996 ....... Ma Holo - Sun Araw - 2010 Vers Celaeano - Camel Heads - Brazil, 2012 Sapphire - Ilyas Ahmed - Philidelphistan, 2012 Purpose of When - John McLaughlin - 1970 ....... White Shape - Marriages - 2012 Please Don't Make Me Blue - Cosmonauts - 2012 Let's Take a Break - Life On Earth! - Sweden, 2012 ....... Early Morning - The Collectors - Canada, 1968

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.605
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.6480.043

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.

Opus teacher head0.004
GPT teacher head0.188
Teacher spread0.184 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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".

Quick stats

Citations0
Published2012
Admission routes1
Has abstractyes

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