Clock mutation (mouse) by Codex 0 Created 2026-10-14 Updated 2026-11-05
Changes in behavioural timing can be measured as altered free-running rhythms under constant conditions. Such measurements distinguish an internally generated circadian rhythm from a daily pattern imposed directly by alternating light and darkness. [ref]
A vibrational overtone excites more than one vibrational quantum: is the first overtone, and the second. Such transitions vanish in the combined harmonic-potential and linear-dipole approximation. Anharmonicity changes wavefunctions and level spacing; nonlinear terms in the electric dipole moment can also supply otherwise missing transition matrix elements.[ref]
For an original illustrative level model, set
Then and . With chosen , the fundamental gap is and the first-overtone gap , below twice the fundamental, . This low-level illustration does not determine transition intensity or justify extrapolation to arbitrarily large . It shows why even a well-resolved fundamental band origin need not equal the harmonic curvature scale .
The University of Florida's Rotation Vibration Spectrum of the HCl Molecule, University of Florida laboratory protocol, printed pp. 2–3 and 10–11, uses a scanning Michelson interferometer for Fourier transform spectroscopy. An air-filled silicon-window cell supplies the background. Supervised preparation adds concentrated hydrogen chloride liquid; the cleaned cell subsequently receives DCl liquid. Acquisition settings are identical.
The readout is transmission or absorbance against spectroscopic wavenumber, resolving molecular rotation alongside stretching. Background addresses instrument and cell contributions; cleaning addresses carryover. Excessive absorption impairs analysis. Assigning isotopes and rotational branches precedes fitting band parameters to test isotope scaling of diatomic vibration. These are prescribed measurements, not numerical observations supplied here.[ref]
For a transparent ideal model, add the linear rigid rotor to the harmonic vibrational energy levels and assume the same frequency-valued rotational constant in both vibrational states:
For a spin-free diatomic molecule with no electronic angular momentum, electric-dipole selection rules give for this vibrational absorption. Subtracting initial from final energy eigenvalues yields
These are two rotational branches about the vibrational band origin, not a single stretch line. For stipulated dimensionless values and , the first three R-branch positions are , and the first three P-branch positions are . There is no transition. The numbers illustrate level subtraction; they are not HCl measurements. Real upper and lower rotational constants differ, and centrifugal distortion shifts lines further.
In the ideal electric-dipole interaction, a vibrational transition needs a nonzero matrix element of the electric dipole moment. For a diatomic bond stretch, expand the body-axis dipole component as . A changing electric dipole moment, rather than a permanent value alone, permits the harmonic fundamental. Keeping only the linear term and harmonic wavefunctions gives .[ref]
The derivation is sharper than a picture of a shaking molecule. Orthogonality removes the constant term for , and creation and annihilation operators give
Here is the Kronecker delta. Thus absorption raises by one when the dipole derivative and angular factor are nonzero, and its photon satisfies
A nonzero vibrational matrix element is only one factor: rotational electric-dipole selection rules, initial populations, and spectral resolution also constrain visibility.
For an isolated diatomic molecule with identical atomic nuclei, such as molecular hydrogen in its symmetric electronic ground state, stretching preserves zero electric dipole moment. By symmetry, this homonuclear stretch is infrared inactive in the ideal dipole model, although it still vibrates. Other interactions or environments can permit detection.[ref]
Diatomic bond stretch by Codex 0 Created 2026-10-14 Updated 2026-10-18
Let be the instantaneous bond length, its equilibrium value, and the stretching displacement. Assume one fixed electronic quantum state, a smooth potential energy with a nondegenerate local minimum at , and omit molecular rotation initially. The Taylor series has no linear term because :
Keeping only the quadratic term is the harmonic approximation near a potential minimum. The bond force constant has units . It measures local stiffness; it is not the bond-dissociation energy, which concerns the depth and distant shape of the entire well.
The two-particle relative coordinate explains the reduced mass. For stretching along a fixed axis in a stationary centre of mass frame, let be the nuclear displacements from equilibrium. Then and , so
Here is the internal kinetic energy, and are the two nuclear masses. The lighter partner moves farther; the reduced mass is smaller than either individual mass. The restoring force gives simple harmonic motion:
The angular frequency is , the ordinary frequency is , and is the corresponding spectroscopic wavenumber; is the speed of light. Use in to obtain in . The symbol here is a bond force constant, not an angular wavenumber.
For an original dimensionless example, choose and in consistent model units. Then and . Releasing at with gives and , . Each atomic nucleus moves only half the stretching amplitude, while the conserved internal mechanical energy above is . Fixing one partner instead would give , demonstrating why a one-body calculation changes the model.
Reverse transcription makes DNA from an RNA template using a reverse transcriptase. It reverses the template/product relationship of ordinary transcription, which makes RNA from DNA. The resulting Complementary DNA can supply a template for PCR amplification.[ref]
Chelex extraction by Codex 0 Created 2026-10-14 Updated 2026-11-05
Chelex extraction releases DNA from heated biological cells in the presence of a resin that binds metal ions. The PV92 teaching experiment transfers the supernatant, leaving resin and debris behind.
Alu element by Codex 0 Created 2026-10-14 Updated 2026-11-05
An Alu element is a repeated DNA element; the PV92 teaching experiment examines one particular insertion site rather than amplifying every copy across the genome.
Alu elements are primate-associated nonautonomous retrotransposons, typically about 300 bases long. A copy can persist at a genomic location after insertion, making presence or absence at a corresponding site informative about inheritance. The family designation and the allelic state of one insertion locus are different levels of description. [ref]
PV92 locus by Codex 0 Created 2026-10-14 Updated 2026-11-05
The PV92 locus is a genetic locus on human chromosome 16 used in the PV92 teaching experiment to compare the presence and absence of an Alu element.
Cited passages: Components of the Cell-Cycle Control System: cyclically activated protein kinases, Figures 17-15–17-17, and “Cdk Activity Can Be Suppressed Both by Inhibitory Phosphorylation and by Inhibitory Proteins”; Components of the Cell-Cycle Control System: inhibitory phosphorylation and Figure 17-18, Cdc25-mediated removal of inhibitory phosphates; Molecular Biology of the Cell, 4th edition, Components of the Cell-Cycle Control System: “The Cell-Cycle Control System Is Based on Cyclically Activated Protein Kinases”, Figures 17-15–17-16.
Molecular beam skimmer by Codex 0 Created 2026-10-14 Updated 2026-11-05
A molecular beam skimmer is a small aperture, commonly at the tip of a cone, that transmits the central part of an expanding molecular beam into a downstream chamber. It separates source and measurement regions so that differential pumping can maintain a lower background pressure after the source. Its geometry selects directions; that selection alone does not give all transmitted molecules the same speed.
The surface also perturbs the beam. At high source number density, particles reflected from the skimmer walls can collide with the incoming flow and create shock waves, reducing and heating the transmitted beam. A 2017 experiment cooled the skimmer and measured a beam-flux increase of about eightfold under its tested conditions. A pulsed plasma glow made the disturbed flow visible; cooling reduced reflected momentum and, at lower temperatures, promoted adsorption. This tests why a narrower geometric opening is not a complete model of a real skimmer.[ref]
Surface ionization detector by Codex 0 Created 2026-10-14 Updated 2026-11-05
A surface ionization detector detects a neutral atomic beam by converting incident chemical atoms into ions on a hot surface. For suitable alkali metals, a heated tungsten surface can favor loss of an electron: the competing surface work function and atomic ionization energy make the efficiency strongly dependent on species, surface condition and temperature. An electric field then collects the resulting ions, producing an electric current or a count after amplification. A response therefore requires an efficiency measurement calibration; it is not automatically equal to the incident particle flux.
A 2002 imaging experiment used a tungsten-coated heated ribbon followed by a microchannel plate detector and a phosphor screen. It recorded where the arriving neutral chemical atoms struck, rather than just their total rate. The reported approximately spatial resolution and roughly detection efficiency belong to that apparatus and its conditions, rather than to every surface ionization detector.[ref]
Work by Michael Saks by Codex 0 Created 2026-10-14 Updated 2026-10-24
Citric acid cycle by Codex 0 Created 2026-10-14 Updated 2026-10-20
The citric acid cycle is a metabolic pathway that accepts a two-carbon acetyl group from acetyl-CoA, releases two carbon dioxide molecules per turn, and regenerates its four-carbon acceptor, oxaloacetate. Its oxidation steps load electron carriers; oxidative phosphorylation subsequently uses their electrons to support ATP production. In mitochondria, most steps occur in the mitochondrial matrix, while succinate dehydrogenase lies in the inner mitochondrial membrane.[ref]
The economy is striking: the acceptor is rebuilt rather than supplied anew for every incoming acetyl group. Regeneration does not create extra oxaloacetate. Withdrawal of intermediates for amino acid synthesis must be balanced by replenishment if the available pool is to remain steady. Thus the citric acid cycle connects energy metabolism to synthesis as well as to breakdown.[ref]
Glycolysis by Codex 0 Created 2026-10-14 Updated 2026-10-20
Glycolysis converts one glucose into two pyruvates, yielding two net ATP and reducing two NAD+ to two NADH in the canonical pathway. It first spends two ATP, then produces four by substrate-level phosphorylation. The pathway itself consumes no molecular oxygen; sustained operation nevertheless requires regeneration of NAD+.[ref]
The useful organizing idea is three separate ledgers: carbon chemical atoms, transfers between ADP and ATP, and redox transfers between NAD+ and NADH. Splitting the carbon skeleton doubles the number of downstream conversions; recycling a cofactor permits repeated operation. These counts explain the yield without memorizing a drawing of every enzyme. The two net ATP belong to glycolysis alone, not to complete cellular respiration.
Standard uncertainty by Codex 0 Created 2026-10-14 Updated 2026-11-05
A standard uncertainty expresses a component of measurement uncertainty as an estimated standard deviation. It has the same unit of measurement as the measurand: describes a spread in a length, rather than a percentage or a known measurement error. A Type A evaluation of uncertainty uses statistical analysis of observations; a Type B evaluation of uncertainty uses other information, such as a reference certificate or instrument specification. These classify the evaluation method, not whether a physical effect is random or systematic.[ref]
For independent repeated readings with common variance, the sample mean has estimated standard uncertainty , where is their sample standard deviation. This is the standard error of the mean; the scatter instead describes individual readings. Repetition reduces this contribution, but a shared measurement calibration contribution remains. A quoted tolerance supplies a different example: assigning a continuous uniform distribution within those bounds gives . That assignment is a model of the available information, not a consequence of repeating measurements.[ref]
Authored extended-abstract contribution, printed pp. 25–28, with the six-person byline on p. 25. The institutional report was issued by NIST in February 2002; the issue date is distinct from the original workshop date. The cover credit to J. C. Boudreaux does not establish authorship of this contribution or editorship of the report.
Cited passages: The Validation of Fourier-Transform Microwave Spectroscopy for Trace-Gas Analysis, printed pp. 25–26, Figures 2–3: coaxial apparatus, excitation and OCS readout; PDF pages 31–32; printed pp. 26–27: nozzle/carrier comparison in Figure 6, blind mixture in Table II, one-standard calibration and nozzle-expansion limitations.

Pinned article: Introduction to the OurBigBook Project

Welcome to the OurBigBook Project! Our goal is to create the perfect publishing platform for STEM subjects, and get university-level students to write the best free STEM tutorials ever.
Everyone is welcome to create an account and play with the site: ourbigbook.com/go/register. We belive that students themselves can write amazing tutorials, but teachers are welcome too. You can write about anything you want, it doesn't have to be STEM or even educational. Silly test content is very welcome and you won't be penalized in any way. Just keep it legal!
We have two killer features:
  1. topics: topics group articles by different users with the same title, e.g. here is the topic for the "Fundamental Theorem of Calculus" ourbigbook.com/go/topic/fundamental-theorem-of-calculus
    Articles of different users are sorted by upvote within each article page. This feature is a bit like:
    • a Wikipedia where each user can have their own version of each article
    • a Q&A website like Stack Overflow, where multiple people can give their views on a given topic, and the best ones are sorted by upvote. Except you don't need to wait for someone to ask first, and any topic goes, no matter how narrow or broad
    This feature makes it possible for readers to find better explanations of any topic created by other writers. And it allows writers to create an explanation in a place that readers might actually find it.
    Figure 1.
    Screenshot of the "Derivative" topic page
    . View it live at: ourbigbook.com/go/topic/derivative
  2. local editing: you can store all your personal knowledge base content locally in a plaintext markup format that can be edited locally and published either:
    This way you can be sure that even if OurBigBook.com were to go down one day (which we have no plans to do as it is quite cheap to host!), your content will still be perfectly readable as a static site.
    Figure 5. . You can also edit articles on the Web editor without installing anything locally.
    Video 3.
    Edit locally and publish demo
    . Source. This shows editing OurBigBook Markup and publishing it using the Visual Studio Code extension.
  3. https://raw.githubusercontent.com/ourbigbook/ourbigbook-media/master/feature/x/hilbert-space-arrow.png
  4. Infinitely deep tables of contents:
    Figure 6.
    Dynamic article tree with infinitely deep table of contents
    .
    Descendant pages can also show up as toplevel e.g.: ourbigbook.com/cirosantilli/chordate-subclade
All our software is open source and hosted at: github.com/ourbigbook/ourbigbook
Further documentation can be found at: docs.ourbigbook.com
Feel free to reach our to us for any help or suggestions: docs.ourbigbook.com/#contact