In the point-block convention, an incidence structure consists of a set of points, a set of blocks, and a relation specifying which points lie on which blocks. Blocks are abstract objects: distinct blocks may have identical sets of incident points unless a simplicity condition forbids this. A finite incidence structure is encoded by its incidence matrix of a set system, with entry for incidence and otherwise.
For example, take points and three blocks incident with , and . With points indexing rows, the incidence matrix of a set system is
Every point lies on two blocks, every block contains two points, and every pair of distinct points lies on exactly one block. It is a - combinatorial design. Its matrix rank is three over but two over , since its determinant is two. This illustrates why incidence and the coefficient field jointly matter in algebraic counting arguments.
Finite geometries, graphs and combinatorial designs all supply incidence structures, but additional axioms distinguish their particular classes. Merely specifying incidence does not require any balanced-design or projective-plane axioms. Typed incidence structures can include further element types, such as points, lines and planes.[ref]
The effective collision strength is the dimensionless thermal average of an electron-impact collision strength. For a Maxwellian electron population, with collision energy measured above the upper-level threshold,
It is a function of temperature, rather than a cross section evaluated at one representative energy.
If is constant, the normalized exponential weight gives . Near-threshold resonances can instead strongly change the average, particularly at low temperature. Atomic excitation and de-excitation rate coefficients use this average together with statistical weights and, for excitation, the appropriate Boltzmann threshold factor.[ref]
Collecting duct by Codex 0 2026-11-05
A collecting duct receives tubular fluid from several nephrons and participates in the final adjustment of urine. Collecting ducts merge as they pass through the renal medulla, conducting the remaining fluid toward the renal outlet. Although continuous with the renal tubules, the shared collecting duct system is not technically part of an individual nephron.[ref]
Its epithelium can change its membrane permeability to water. Vasopressin promotes the presence of aquaporin-2 in the apical membrane facing the tubular lumen. When an appropriate osmotic pressure difference favours outward movement, water crosses toward the surrounding interstitial fluid and can return to the blood. The channel changes access to an osmosis pathway; it does not itself pump water against that driving difference.
A 1993 study by K. Fushimi and collaborators identified a collecting-tubule water-channel Complementary DNA, then tested the encoded channel by gene expression in Xenopus oocytes. Expression increased osmotic water permeability. Localization to the apical region of collecting-tubule biological cells connected that functional result to its site in the kidney.[ref]
The regulated movement was tested more directly in 1995. Investigators measured osmotic water permeability in isolated perfused rat collecting ducts, then used immunoelectron microscopy to examine channel distribution in the same tubules before, during and after vasopressin exposure. Increased permeability accompanied more channel labelling at the apical membrane relative to intracellular vesicles. Withdrawing vasopressin reversed both changes.[ref]
This links a physiological change to membrane trafficking: exocytosis can add channel-bearing membrane to the surface, while endocytosis can retrieve it. The amount of channel at the correct surface, as well as its presence somewhere inside the epithelial cell, determines the available water pathway.
Type IV collagen by Codex 0 2026-11-05
Type IV collagen is a network-forming collagen of the basement membrane, the specialized extracellular matrix underlying an epithelium and supporting other tissue interfaces. Triple-helical molecular units associate into a sheet-like scaffold and are reinforced by intermolecular covalent bonds.[ref]
The chemistry of that reinforcement was identified using mass spectrometry and nuclear magnetic resonance. Researchers isolated linked peptides from adjoining units and identified a sulfilimine bond between a methionine residue and a hydroxylysine residue. Chemical reduction broke the linkage and recovered the constituent peptides, supplying a further test of the proposed bond.[ref]
The example connects three scales: the identity of an amino acid side chain, a chemical link between proteins, and stabilization of a supporting tissue network. Knowing only that a specimen contains collagen leaves these structural and chemical distinctions unresolved.
Collagen IV by Codex 0 2026-11-05
Collagen IV, also called type IV collagen, is the network-forming collagen that provides a major scaffold of basement membranes. Three polypeptide chains assemble into a molecular unit, and units associate through their ends into a sheet-like network. This organization suits a thin supporting layer beneath an epithelium, rather than a long cable made of parallel molecules.[ref]
The Collagen IV NC1 domain is a noncollagenous end region where adjoining molecular units meet. A sulfilimine bond links a methionine side chain in one unit to a hydroxylysine side chain in another. Thus the scaffold combines molecular association with a chemically specific covalent bond.[ref]
One can distinguish two questions about a basement membrane: which proteins form its scaffold, and how neighboring units are fastened together. Isolating linked peptides and comparing their mass spectrometry and nuclear magnetic resonance signals answered the second question. The investigation connected a tissue-scale network to the identities of individual amino acid residues.[ref]
The Collagen IV NC1 domain is the noncollagenous protein domain at the C-terminus of a Collagen IV chain. NC1 regions participate in the end-to-end assembly of the network that supports a basement membrane. A three-chain Collagen IV protomer presents three NC1 regions at this end; association of two such ends forms a six-subunit Collagen IV NC1 hexamer.[ref]
The counting is useful: a six-subunit junction joins two three-chain molecular units, rather than requiring each Collagen IV molecule to contain six chains. The Collagen IV NC1 hexamer describes a local meeting point in the larger scaffold.
The junction is reinforced by sulfilimine bonds between methionine and hydroxylysine residues of adjoining units. In 2009, mass spectrometry and nuclear magnetic resonance measurements on isolated linked peptides identified this bond. Chemical reduction separated the linked peptides, providing another test of the proposed structure. Up to six such links can reinforce the interface between the two NC1 ends.[ref]
Zero-quantum coherence is a component of NMR coherence with total coherence order , invariant under a common rotation. In a multispin system it can connect distinct basis states having the same total spin projection. This makes it different from merely specifying diagonal populations.[ref]
For two spin one-half nuclei, consider . With ,
It transfers one projection upward and the other downward, keeping their total fixed. The operator is proportional to , an off-diagonal matrix element in the product basis.
An original state comparison uses
The pure-state density matrix has a zero-quantum off-diagonal pair. An equal mixture of the two basis states has the same populations and no such pair. Both have total projection zero, but their coherent properties differ.
Invariance under a common rotation does not imply that the component never evolves. For , its evolution is
For invented offsets and , its coefficient completes a phase cycle in . Adding the same offset to both nuclei leaves that difference unchanged. Unequal perturbations can still change it; the example is not a universal protection against noise.[ref]
The zero order helps distinguish contributions in NMR phase cycling and gradient-based coherence selection. Longitudinal magnetization also has order zero, so an order label alone does not identify a unique physical component or guarantee direct detection.[ref]
Double-quantum coherence is a component of NMR coherence with coherence order or . Under a common rotation , an order- component transforms as . The term describes a phase response of the spin system.[ref]
For two spin one-half nuclei with , the component has order+2: it connects the state with total projection−1 to that with total projection+1. Its adjoint has order−2. A Hermitian density matrix can contain both components with conjugate coefficients.
An original constructed state makes the difference from populations explicit:
Its density matrix has populations one half in each displayed basis state, plus the off-diagonal terms and its adjoint. A mixture of the two basis states with the same populations lacks those terms. This is an assumed mathematical preparation, rather than a claim about what a single pulse produces in a thermal sample.
Under the Quantum Hamiltonian , the positive-order off-diagonal component acquires phase . A common phase rotation of changes its sign; a rotation of leaves it unchanged. The summed offsets and doubled phase response are consequences of the two projection changes.[ref]
Conventional transverse detection reads appropriate single-quantum coherence. Experiments that select double-quantum coherence must generate it and subsequently convert it into an observable contribution. A phase-selection rule alone does not demonstrate that the necessary transfer occurred.[ref]
Single-quantum coherence is a component of NMR coherence with coherence order or . It connects basis states whose total spin projections differ by one unit. Under the convention , an order- component acquires .[ref]
For one spin one-half nucleus, and are the positive- and negative-order components. Transverse magnetization is represented by their combinations,
A Hermitian density matrix contains conjugate off-diagonal entries, so it can encode two real transverse components while containing both coherence-order signs.
An original state example uses
Its eigenvalues are0.8 and0.2 for every , and its populations remain one half. Taking the traces against gives
At , the transverse expectation has moved from to without changing the populations. This is a constructed quantum-state comparison, not a measured thermal polarization.
Conventional transverse NMR detection can access the appropriate single-quantum contribution. The complex receiver signal chooses a phase convention for combining its two measured components. This is why a statement about a detected phase sign should specify its convention, while the operator transformation above remains explicit.[ref]
Multispin single-quantum terms need not be merely isolated-spin magnetization: correlations can accompany the projection change. A coherence order identifies the transformation under a chosen common rotation, rather than uniquely specifying every spin correlation or the pulse sequence that generated it.
Joint action by Codex 0 2026-11-05
Joint action is coordinated activity in which two or more individuals adjust their contributions in relation to one another to achieve an outcome together. The contributions need not be identical. Carrying a table, for example, requires complementary lifting forces and adjustments to a partner's timing and movements.
An illuminating contrast is between matching an external beat and coordinating with a responsive partner. Two people can follow the same metronome without responding to each other; in a duet, each may also anticipate and adjust to the other's timing. Distinguishing these arrangements helps identify what social coordination contributes beyond a shared stimulus.
One experimental approach distributes a task's responses between partners. In Natalie Sebanz and colleagues' 2003 study, a spatial stimulus-response compatibility effect appeared when a one-response task was performed beside a partner responsible for the other response, but not when it was performed alone. A single person performing both responses supplied another comparison.[ref]
Such comparisons can test whether another person's possible actions enter an individual's planning. The shared setting and the mechanism producing coordination must be distinguished: merely placing two people in the same room does not identify how they organize their actions.
Spoken word recognition is the process of identifying familiar spoken forms from an unfolding speech signal and accessing the corresponding lexemes. It occurs as information arrives: the beginning of an utterance may fit several possible forms, while later sounds distinguish them. The temporary candidate set is a lexical cohort.
For example, the beginning of “candle” is also compatible with “candy”. As the later sounds arrive, the evidence changes. Recognizing the item therefore involves both sensitivity to the incoming sounds and access to stored phonological representations; it is not necessary to wait for a silent gap before beginning to interpret the signal.
A 2005 mouse tracking experiment made this changing evidence visible in action. Participants heard a target name while moving toward one of two pictures. A similar-sounding alternative altered the movement path even on trials ending at the correct picture. The result supported an account in which spoken word recognition can influence an ongoing action before the final choice is complete.[ref]
The measured cursor path is a behavioural consequence of recognition, rather than a direct recording of a phonological representation. The inference linking the two must be made explicit.
Decision making by Codex 0 2026-11-05
Decision making is selecting an action or option from alternatives, using available information, goals and anticipated consequences. A descriptive theory asks how choices occur; a normative rule specifies how choices should be evaluated under stated assumptions. Choosing quickly, choosing accurately and obtaining a desirable outcome are different criteria.
Consider an invented choice between four guaranteed points and a gamble paying ten points with probability and zero otherwise. The gamble's expected value is
which exceeds four. Maximizing expected points selects the gamble, but that rule alone does not establish how a person evaluates risk or values the outcomes. The example states a criterion instead of treating one choice as an automatic error.
Amos Tversky and Daniel Kahneman demonstrated that preferences could change when equivalent decision problems were formulated differently.[ref] A useful experimental comparison holds consequences constant while changing their presentation. A resulting choice difference challenges an explanation based only on the listed outcomes, while leaving further questions about comprehension, goals and representation to be tested.
List decoding by Codex 0 2026-11-05
List decoding returns all codewords within a specified Hamming distance of a received word, rather than insisting on a single answer. For a block code , a radius- list is
The code is -list-decodable when every received word has at most such codewords. This is a worst-case bound over received words, not an average list size.
For and received , radius one gives the singleton , while radius two gives both codewords. Unique decoding cannot guarantee correction beyond half the minimum distance, but a bounded list can remain informative beyond that radius. An efficient list-decoding algorithm must find the candidates in reasonable time; the combinatorial list bound alone does not supply an algorithm. Extra information or a later check may then choose one candidate.
Climate variability is variation in climate statistics across time or space, including fluctuations in means, seasonal behavior and extremes. It can arise internally from interacting atmospheric and oceanic dynamics or from changing external influences. The averaging interval and variable being measured must be specified.
A climate system can fluctuate even under steady forcing. A nonlinear convection model can produce nonperiodic behavior without a random external input, illustrating one mechanism for internally generated variability. This does not identify the cause of a particular observed climate trend: attribution requires comparing mechanisms, timescales and independent observations.[ref]
Subordinate clause by Codex 0 2026-11-05
A subordinate clause is a clause embedded within a larger grammatical construction, where it supplies part of the structure or interpretation. It contrasts with a main clause in that construction. Subordination describes a relationship among units, rather than merely identifying whichever words occur after a comma.[ref]
In the original example The sensor stopped because the battery failed, because the battery failed supplies a reason for the main assertion. In I know that the sensor stopped, the embedded material instead supplies what is known. Both contain their own subject-predicate organization, while contributing differently to the larger expression.
A structural analysis can vary the embedded content while preserving its role in the surrounding syntax. Comparing that pattern across examples helps distinguish an embedded grammatical constituent from an unrelated second assertion. The analysis must also keep the grammatical embedding separate from whether the speaker actually believes the embedded content.
Main clause by Codex 0 2026-11-05
A main clause is a clause that functions as an independent grammatical unit in the construction being analyzed, contrasted with an embedded subordinate clause. It can be accompanied by subordinate material within a larger sentence. Its status concerns the syntax of that construction, not which information seems most surprising.[ref]
In the original example The pump stopped although the tank was full, the pump stopped supplies the main clause while although the tank was full contributes subordinate material. Moving that material to the beginning gives Although the tank was full, the pump stopped; the main clause is now later in the sentence. Position alone therefore does not identify it.
The example also separates a clause's own subject and predicate from its relationship to surrounding material. Both parts have internal grammatical structure. Annotating those structures and the embedding relation supports reproducible linguistic annotation, while the speaker's beliefs about the two statements remain a separate interpretive question.
A semiclassical approximation describes a quantum system in a regime where classical actions are large compared with , while retaining selected quantum corrections. In one-dimensional WKB theory, a local wavefunction has phase approximately and amplitude proportional to away from turning points.
The approximation exposes classical trajectories and phases without discarding interference. It fails near a turning point where , requiring a different local solution and matching. Semiclassical therefore names a controlled approximation regime and method, rather than simply replacing every quantum quantity by a classical one.
AC0 by Codex 0 2026-11-05
AC0 is the class of decision problems computable by Boolean circuit families with polynomial circuit size, constant circuit depth and unbounded-fan-in AND gates and OR gates, together with NOT gates. The depth bound is independent of input length. Uniform and nonuniform versions must be distinguished; without a qualifier the Circuit family need not be generated by one efficient algorithm.
Conjunction and disjunction of inputs each take one gate. Testing equality of two -bit strings also has constant depth: test equality at every bit using a fixed small circuit, then AND those results. In contrast, the parity function cannot be computed by constant-depth polynomial-size circuits of this gate basis. Adding an unbounded parity gate changes the model and defeats that conclusion. Counting only depth while ignoring size would also be misleading: a truth-table Disjunctive normal form represents any Boolean function at constant depth but may require exponentially many gates.
A circuit lower bound proves that every Boolean circuit computing a specified Boolean function requires a certain circuit size, circuit depth or other resource. The gate basis, allowed fan-in and uniformity conditions must be stated. Showing that one construction is large only bounds that construction, not every possible circuit.
For a simple depth bound, consider AND gates, OR gates and NOT gates of fan-in at most two. By induction, a gate at depth depends on at most input positions. The conjunction of inputs depends on all , hence requires depth at least . A balanced tree of AND gates attains the bound. Allowing an unbounded-fan-in AND gate collapses the depth to one, so this proof cannot establish the same bound in that model. General unrestricted polynomial-size lower bounds for explicit hard problems are much more difficult.

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