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Record W4237516510 · doi:10.1002/9783527683031.index

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2015· paratext· en· W4237516510 on OpenAlexaff
Heinz‐Bernhard Kraatz, Sanela Martić

Bibliographic record

Venuenot available
Typeparatext
Languageen
FieldComputer Science
TopicAdvanced Image and Video Retrieval Techniques
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsIndex (typography)GeographyLibrary scienceComputer science

Abstract

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a Abl tyrosine kinase activity, quantitative analysis of 202 abscisic acid (ABA) 260 acetyl-coA carboxylase (ACC) 5 activity-based probe (ABP) 239-241 acute myeloid leukemia (AML) 21 adenomatous polyposis coli (APC) 17 adenosine 5 ′ -diphosphate (ADP) 147 adenosine 5 ′ -[γ-thio] triphosphate (S-ATP) 170, 171 adenosine 5 ′ -triphosphate (ATP) γ-phosphate of 139 γ-phosphoryl of 139 adenosine 5 ′ -triphosphate (ATP) analogs 139 α-and β-phosphate modified 149, 150 -applications 147, 162 -base modified 140 -bumped 67, 75, 129 -C2, C6 and C8-modified 140, 141 γ-phosphate modified 152, 159 -imidazole 146 -N6-modified 141, 142 -pyrazolopyrimidine 145 -radiolabel 70, 74 -sugar-modified 148 -structure 65 -synthetic 70 -triazole 146 -triphosphate-modified 149 adenosine monophosphate-activated protein kinase (AMPK) 227 affinity-purification mass spectrometry (AP-MS) 17 AGC kinases 3 -master regulator of 4 alkaline phosphatase (ALP), dephosphorylation 174 α-and β-phosphate modified ATP analogs 149, 150 α-helix C 53 Alzheimer's disease (AD) 10, 12, 16, 287 AMP-activated protein kinase (AMPK) 5 -activation of 5 AMP-CPP 151 AMP-PCP 150 AMP-PNP 151 amyloid precursor protein (APP) 10 amyloid-beta (Aβ) peptides 288 analog sensitive (AS)-kinase 65, 142, 264 -applications for 68, 147 -inhibitors for 75, 76 -multiple mutated 144 -refinements through use of 70 -specificity of 70 analog sensitive (AS)-kinase substrate identification 70 -in action 73 -phosphoproteomics 69 anti-ferrocene antibodies 158, 187 anticancer agents, multimodal 317 antimalarial drug discovery, protein kinase in 128 apicomplexan protein kinases 129 apoptosis 85, 103 -caspase-dependent pathways 86 -extrinsic 86 -intrinsic 87 apoptosis-inducing factor (AIF) 88 apoptotic death receptor 87 apoptotic induction 91 apoptotic progression 94 apoptotic protease-activating factor 1 (APAF1) 88

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.311
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0010.000
Scholarly communication0.0030.002
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.6890.559

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 head0.031
GPT teacher head0.327
Teacher spread0.296 · 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

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".

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Citations0
Published2015
Admission routes1
Has abstractyes

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