Repeated pulling on antibody-bound deposits governs which immune responses can grow
On follicular dendritic cells, repeated B-cell pulling is proposed to damage antibody-bound antigen deposits, first helping unfamiliar responses and then blocking them. A decisive observation would be an effect of prior pulling that survives replacement of all lymphocytes and resets when the presentation layer is repaired.
014 stages from the goal to this hypothesisThe logic
The logic
The train of thought that ends in this hypothesis. Each stage is the reason the next exists. The master question narrows to a goal, the goal to an unknown nobody has closed, the unknown to the explanation proposed here. Every step below says what it rests on and what carries it.
An ageing immune system must respond to unfamiliar threats without losing protection it already has. The unexpected move is to propose that material displayed to immune cells retains physical damage from earlier encounters, and that this damage helps determine which responses grow next. This is a proposal generated by the pipeline, not a measured result.
- Existing antibodies cover familiar binding sites on antigen and are proposed to join the displayed material into a deposit that resists removal.
- The connected deposit resists initial extraction by B cells.
- Repeated B-cell pulling is proposed to start and extend local separations within the displayed layer.
- Limited separation releases capturable patches, allowing B cells starting unfamiliar responses to establish.
- Disconnected help keeps familiar-response B cells active long enough to add further pulling cycles.
- Further pulling changes the layer from partly loosened and useful to extensively detached and no longer supportive of unfamiliar responses.
- Damage persisting between encounters changes the next response even when antibody binding and the amount of antigen are matched.
A sheet held down at many points can become easier to lift in small patches after repeated tugging. More tugging can strip away the sheet, leaving nothing useful to lift.
Where the picture breaks: The picture assumes a connected sheet that retains damage. Whether the biological deposits have that structure and retain such damage is an unestablished prerequisite, and the picture does not explain how immune cells obtain help or compete.
- Master questionstep 01 of 04
Restoring an ageing immune system means bringing both innate immunity, its rapid general defences, and adaptive immunity, its targeted responses, into healthy young-adult ranges for a lasting period. That restoration must preserve immunological memory, protection learned from earlier encounters; self-tolerance, restraint against attacking the body's own tissues; and control of latent infections, infections that persist without being continuously active.
Rests on: The goal defines success as lasting recovery of several functions together, with existing protection and restraint preserved. It asks for conditions that are each necessary and sufficient when combined.
Stated in the chain - Goal pillarstep 02 of 04
New immune responses must gain room to develop while useful existing responses are retained, and the selection process must resist favouring the wrong responses.
Rests on: The master question explicitly combines restored responses with preserved protection from earlier encounters. The pillar concentrates on the competition between those aims.
Stated in the chain - Gap questionstep 03 of 04
Existing antibodies, proteins that bind particular targets, might help responses to unfamiliar targets gain a foothold instead of reinforcing familiar responses. The question is whether that benefit reverses across repeated encounters when memory T-cell help, support from previously activated coordinating immune cells, becomes disconnected from the receiving cell's own target capture and display.
Rests on: The pillar supplies the broad competition between new and retained responses, but does not identify antibody strength or disconnected help as the controls of that competition.
LeapThe supplied chain does not establish why antibody strength and disconnected memory-cell help should jointly control the renewal–retention trade-off. The screened sources provide background on antibody effects, but do not supply the proposed reversal through disconnected help.
- Hypothesisstep 04 of 04
Repeated pulling by B cells, immune cells whose descendants can produce antibodies, is proposed to damage connected deposits of antigen, material recognised by immune cells. These deposits sit on follicular dendritic cells, cells that hold antigen for B cells to encounter. Limited damage is predicted to make material easier for unfamiliar responses to capture; extensive separation is predicted to remove that benefit. Help that prolongs familiar responses would add pulling cycles and push the deposits beyond the useful range.S4
Rests on: The proposal gives the gap question a physical explanation, borrowing the idea that repeated loading can progressively damage a connected material. Its experimental foundation is narrower: The Journal of Cell Biology (2017), source S4, reported that stiffer follicular dendritic cells promoted stronger B-cell forces and more stringent selection by binding strength; it did not establish connected-deposit fracture, persistent damage, or the proposed reversal through helper cells.
Supported by literature
What is carried, and what is not. Screened sources speak to parts of two of the seven mechanism links: antibody masking in the first, and B-cell pulling in the third. Proceedings of the National Academy of Sciences of the United States of America (2026), source S10, reports a shift in targeted features after antibody masking in mice but no deposit damage, while The Journal of Cell Biology (2017), source S4, supports force-dependent extraction but no cumulative fracture; nothing supplied establishes the sequence end to end.S10S4
- Gap question. The supplied chain does not establish why antibody strength and disconnected memory-cell help should jointly control the renewal–retention trade-off. The screened sources provide background on antibody effects, but do not supply the proposed reversal through disconnected help. Establish the missing link before relying on this step.
- A response that persists after replacing the original immune cells could be credited to stored mechanical damage even if repeated pulling instead changed the amount, accessibility, or arrangement of the displayed antigen. What closes it: The proposed matching of antibody binding, antigen amount, accessible binding sites, and helper activation must be verified after force cycling. Deposit connectivity and local separation must also be measured directly; otherwise a lasting surface effect would not identify fracture as its cause.
- Failure to observe a history-dependent effect could be read as disproving the mechanism even if the engineered surface never formed a connected deposit capable of retaining damage. What closes it: Connected deposits, persistent separations, and damage under the applied pulling cycles must be demonstrated in the tested surface. Without those prerequisites, a negative result would not distinguish a failed model system from a failed mechanism.
- Greater antigen capture by cells starting unfamiliar responses could be mistaken for their successful establishment, or for an effect caused specifically by physical damage. Changed material capture could also change what those cells display to obtain help, leaving the rival processing explanation available. What closes it: Capture and subsequent establishment must be measured separately. The antigen fragments displayed to helper cells and the help actually received must be assessed alongside overall helper activation; matching activation alone does not establish that these competing routes stayed unchanged.
What would make this wrong. The distinguishing prediction would fail if surfaces with verified connected deposits and retained pulling-induced damage produced no difference in unfamiliar-response establishment after replacement of the original immune cells, with the specified antibody, antigen, binding-site, and helper conditions matched. Failure to find connected deposits or persistent damage in the relevant biological setting would instead defeat a prerequisite for applying the mechanism there. The supplied material provides no numerical boundaries for moderate versus extensive damage and does not define its named stability outcome, so those claims lack a fully specified pass-or-fail criterion.
What it would change. If this held, restoring responses to unfamiliar threats could require controlling the physical history of displayed material as well as antibody levels and helper activity. Work on retaining old protection while renewing responses would then have to account for whether earlier encounters leave a display layer that helps or obstructs new responses. Results on engineered surfaces, or even in cultures containing cells from aged donors, would still not establish durable restoration of innate and adaptive immunity in people, preservation of existing protection, restraint against self-attack, or control of latent infections.
Sources read · 10
Extracellular matrix rigidity modulates physical properties of subcapsular sinus macrophage-B cell immune synapses. · Biophysical journal · 2024
“B cells use pulling forces to extract antigens from APCs for internalization ( ).”
Does not settle: This source does not establish antibody-crosslinked antigen deposits on FDCs, cyclic fracture or delamination, founder establishment, memory help, repeated pulling cycles, retained mechanical damage, or SPV_7 stability.
Ectodomain shedding and generation of two carboxy-terminal fragments of human complement receptor 2/CD21. · Molecular immunology · 2009
“CD21-shedding modulates B cell activation, and sCD21 can activate other immune cells and allows transfer of immune complexes from marginal zone B cells to follicular dendritic cells.”
Does not settle: It does not establish antibody-crosslinked antigen deposits, B-cell pulling, fracture or delamination, helper-cell effects, recall-cell selection, or SPV_7 stability.
Mechanism of follicular trapping: similarities and differences in trapping of antibody-complexed antigens and carbon particles in the follicles of the spleen. · Journal of the Reticuloendothelial Society · 1983
“these results indicate that follicular trapping is based on a purely mechanical process.”
Does not settle: It does not establish antibody–helper switching, B-cell pulling cycles, fracture or delamination of antigen deposits, founder selection, memory help, SPV_7 stability, or damage retained between exposures.
B cell antigen extraction is regulated by physical properties of antigen-presenting cells. · The Journal of cell biology · 2017
“We found that FDCs were stiffer than DCs and, like stiff artificial substrates, promoted generation of strong forces and stringent antigen affinity discrimination by B cells.”
Does not settle: This source does not establish antibody-crosslinked deposit fracture or delamination, repeated pulling cycles, helper-memory effects, retained mechanical damage between exposures, unfamiliar founder establishment, or SPV_7 stability.
Antigen mobility regulates the dynamics and precision of antigen capture in the B cell immune synapse. · Proceedings of the National Academy of Sciences of the United States of America · 2025
“B cells engage APCs through a chain of noncovalently linked proteins including the BCR, antigen, tethering molecules (e.g., antibodies and complement), and APC receptors (e.g., Fc and complement receptors).”
Does not settle: This source does not establish cyclic fracture or delamination of antibody-crosslinked deposits on FDCs, effects of repeated pulling across exposures, uncoupled memory help, unfamiliar founder establishment, or SPV_7 stability.
Autophagy Induced by Toll-like Receptor Ligands Regulates Antigen Extraction and Presentation by B Cells. · Cells · 2022
“Physical properties, such as the stiffness of the membrane where antigens are presented [ ] can determine their mode of extraction.”
Does not settle: It does not establish antibody-crosslinked FDC deposit fracture, detachment fronts, memory help, SPV_7 stability, or effects of retained mechanical damage across exposures.
B Cells Adapt Their Nuclear Morphology to Organize the Immune Synapse and Facilitate Antigen Extraction. · Frontiers in immunology · 2021
“The main role of MTOC polarization in B cells is to drive lysosome recruitment and exocytosis at the immune synapse to facilitate efficient antigen extraction, a crucial step for their activation”
Does not settle: This source does not establish antibody-crosslinked deposits on FDCs, cyclic fracture or delamination, helper-cell effects, repeated pulling across exposures, unfamiliar founder establishment, or SPV_7 stability.
Memory B cells. · Nature reviews. Immunology · 2024
“Extended presentation of antigens by follicular dendritic cells (FDCs) has been hypothesized based on limited degradation of presented antigenic complexes at their cell surface”
Does not settle: It does not establish antibody-crosslinked deposit mechanics, B-cell pulling or fracture, epitope masking, helper-cell effects, repeated-exposure damage, or SPV_7 stability.
Antibody feedback regulates immune memory after SARS-CoV-2 mRNA vaccination. · Nature · 2023
“We conclude that pre-existing high-affinity anti-RBD antibodies alter the immune response to SARS-CoV-2 mRNA vaccination to favour the development of IgM-expressing memory B cells.”
Does not settle: This source does not establish antibody-crosslinked antigen deposits on FDCs, B-cell pulling, fracture or delamination, a permissive fracture window, uncoupled memory help, retained mechanical damage between exposures, or SPV_7 stability.
Memory B cell development in response to mRNA SARS-CoV-2 and nanoparticle immunization in mice. · Proceedings of the National Academy of Sciences of the United States of America · 2026
“After the 3rd dose, antibody-mediated epitope masking shifts the immune response to target more conserved features of the RBD between Class 3, 4, and 5 domains ( ).”
Does not settle: This source text does not establish any FDC-bound deposit mechanics, B-cell pulling, fracture or delamination, helper-cell coupling, retained mechanical damage, or SPV_7 stability.
The gap this hypothesis explains
Two established results predict opposite outcomes, and both cannot be right.
Can stronger existing antibodies broaden protection, and does disconnecting trained helper cells reverse that gain across repeated exposures?
Original wording · exactly as the pipeline generated it
Can stronger pre-existing antibody reopen unfamiliar protective responses rather than entrench recall, and does uncoupling memory T-cell help reverse that benefit across repeated exposures?
What this question is asking
The question concerns whether older people whose immune defenses have weakened can regain protection against unfamiliar targets while keeping protection learned from earlier encounters. It asks whether stronger antibodies already present before an exposure allow previously untrained antibody-producing cells to respond to unfamiliar targets, rather than reinforcing responses to familiar ones. It also asks whether separating those responses from the assistance provided by memory helper T cells reverses any benefit over repeated exposures, compared with leaving that assistance connected. The question assumes that antibodies covering recognizable targets can either relieve competition from established responses or exclude useful responses, and that remembered helper signals can restore established responses' access. Its stated success condition is recovery of unfamiliar protection into the healthy-young-adult range between exposures, with established protection remaining above its required limits for ten years; the supplied material does not define those ranges or limits.
- Antibody and pre-existing antibody strength
- An antibody is an immune protein that binds a particular recognizable target. Pre-existing antibodies are present before the exposure being considered; 'strength' is not defined by a measurement in the supplied input.
- Exposure
- An encounter with material that the immune system can recognize, including vaccination or infection. The question concerns what changes over successive encounters.
- Antigen and epitope
- An antigen is material recognized by the immune system; an epitope is a particular recognizable part of that material. Antibodies can cover an epitope and limit a cell's access to it.
- B cell, naive B cell, and memory B cell
- B cells are immune cells that can give rise to antibody-secreting cells. Naive B cells have not previously been activated by their matching target, whereas memory B cells persist after an earlier response and can participate again; these names describe experience, not whether a response will be protective.
- Antibody-secreting cell
- A cell that releases antibodies. S1 reports a response by a form of these cells called plasmablasts after the second vaccination.
- Memory helper T cell and helper signals
- Helper T cells are immune cells that assist other immune cells; memory helper cells remain from earlier responses. Their assistance is the connection the question proposes separating, although the supplied input does not specify how.
- Follicular helper T cell
- A type of helper T cell that assists B cells during antibody responses. S2 describes competition among B cells for this help, without establishing that the helpers involved are the memory helpers specified by the question.
- Germinal center
- A site within immune tissue where responding B cells undergo selection during an antibody response. S2 concerns how antibody blocking changes memory B cells' participation in these sites.
- Antibody feedback and masking
- Antibody feedback means that antibodies already present influence subsequent immune responses. Masking is one possible route: antibodies cover recognizable targets, which can exclude cells needing those targets and potentially reduce competition faced by cells recognizing other targets.
- Recruitment, allocation, and recall
- Recruitment means cells joining a response; allocation refers here to how participation is distributed between established and unfamiliar responses. Recall is the reuse of immune responses learned through earlier encounters.
- Unfamiliar functional coverage
- The range of previously unfamiliar targets against which an immune response provides useful protection. Recognizing a target or recruiting cells does not, by itself, establish that protection.
- Young-reference band and protection limits
- The young-reference band is the range of immune function measured in healthy young adults that the pipeline uses as its recovery benchmark. Protection limits are its proposed minimum acceptable levels of established protection; neither is numerically defined in the supplied material.
- Original antigenic sin
- A name for the tendency of earlier immune experience to favor responses to familiar targets when related but changed targets are encountered. It describes a pattern of response, not an inevitable outcome of every exposure.
- Influenza and vaccine strain
- Influenza is a viral infection. A vaccine strain is the particular version of the virus represented in a vaccine, which matters because familiar and unfamiliar target regions can differ between versions.
- Genetic changes associated with prior B-cell experience
- Changes in antibody-producing genes can accumulate as B-cell responses develop. S1 uses the small extent of such changes in the reported antibodies as evidence supporting an origin in previously untrained B cells.
- Cell culture, carrier, and hapten
- Cell culture studies examine cells outside a living organism; S10 used mouse cells. A hapten is a small recognizable target attached to a larger carrier, allowing that study to distinguish effects of antibodies against the attached target from effects against the carrier.
- Dynamic model
- A representation of how a system changes over time. S7 models responses to successive infections; its reported result is not a direct observation of the antibody-and-helper intervention at issue.
- Age-related immune dysfunction
- Reduced or altered immune performance associated with aging. The question concerns older people with such dysfunction, rather than assuming identical immune function in all older people.
- Innate and adaptive immunity
- Innate immunity provides broadly responsive defenses, while adaptive immunity develops target-specific responses and memory. The broader pipeline objective includes both, but the immediate question concerns antibodies and remembered cellular assistance within adaptive immunity.
- Self-tolerance and latent infections
- Self-tolerance is the restraint that keeps immune responses from attacking the body's own components. Latent infections persist without continuously causing active disease; preserving restraint and control of those infections belongs to the broader objective but is not established by the supplied evidence.
- RL-1
- An unexplained label attached to masking mechanisms in the pipeline's gap description. The supplied material provides no expansion or definition.
RL-1 masking mechanisms predict both recruitment relief and exclusion; memory helper signals can rescue recall access.
Antibodies are immune proteins that bind recognizable parts of a target, sometimes covering the parts that other immune cells need to reach. The assumption is that this covering can either free opportunities for previously untrained cells or shut responses out, while helper cells trained by earlier encounters can restore access for established responses. If both mechanisms operate as assumed, the balance between antibody blocking and remembered help could determine whether protection broadens.
S2 supports a narrower mechanism: antibody blocking can restrict memory B cells' access to targets and their competition for helper signals, potentially favoring less-experienced cells. S1 reports recruitment of previously untrained cells after a second vaccination, but does not establish stronger existing antibodies as its cause. S10 reports differing effects of antibodies against different parts of an experimental target, but does not establish rescue of recall access by memory helper signals. The supplied excerpts do not establish that rescue mechanism, define RL-1, or show the complete mechanism in aged humans across repeated exposures.S1S2S10
The same question asked without the part nothing read establishes:
- In older humans, do stronger pre-existing antibodies increase or decrease protection against unfamiliar targets across repeated exposures, and does separating memory helper T-cell assistance change that direction?
- Across repeated exposures in older humans, how do existing antibodies and memory helper T-cell assistance affect unfamiliar protection and preservation of established protection?
- Protection broadens, but disconnecting help reverses it Under the proposed mechanism, antibody blocking would reduce established cells' competitive advantage enough to allow unfamiliar responses to develop. If disconnecting remembered helper signals removed that gain, the broadening would depend on those signals remaining connected; antibody strength alone would not account for it.
- Protection broadens despite disconnected help Stronger existing antibodies would allow unfamiliar protection to increase even when remembered helper assistance was separated from the response. That outcome would mean the gain does not require the particular helper connection being removed, although it would not by itself establish ten-year preservation of familiar protection.
- Protection does not broaden If established responses continued to dominate, or antibody blocking excluded useful unfamiliar responses, stronger antibodies would not reopen the desired protection. There would then be no demonstrated broadening benefit for disconnecting helper signals to reverse.
Antibodies can cover a target that an antibody-producing cell would otherwise recognize. S2 reports that this can limit established memory cells' access to the target and their ability to compete for help from other immune cells. If that restriction leaves opportunities for cells recognizing unfamiliar targets, protection could broaden; if it blocks useful responses without replacement, protection could instead be constrained. Mistaking either outcome for the other would misrepresent whether stronger existing antibodies preserve familiar protection, expand unfamiliar protection, or compromise one while changing the other. The question therefore depends on both the direction of the change and whether it persists through repeated encounters.
RL-1 masking mechanisms predict both recruitment relief and exclusion; memory helper signals can rescue recall access.
Unfamiliar functional coverage must recover within its young-reference band between exposure cycles without established recall falling below protection limits for ten years.
The joint antibody–helper conditions determining the direction and durability of allocation are unknown in aged humans.
The mechanism it proposes
The engine's own statement of the hypothesis, in full.
The antibody–helper switch is governed by cyclic fracture of a mechanically connected, antibody-crosslinked antigen deposit on FDCs. Strong antibody initially masks familiar epitopes but also strengthens the deposit against extraction. Repeated B-cell pulling subsequently creates and propagates local detachment fronts. Limited fracture releases extractable antigen patches that permit unfamiliar founders to establish; extensive delamination destroys that permissive presentation geometry. Uncoupled memory help reverses the initial benefit by sustaining otherwise poorly selected recall cells long enough to increase local pulling cycles and drive deposits beyond the permissive fracture window. Mechanical damage retained between exposures, rather than antibody concentration alone, determines whether SPV_7 remains stable.
The prediction that would tell it apart
A hypothesis that predicts what its rivals predict is not worth running an experiment over. This is the observation on which this one differs.
At matched antibody occupancy, antigen inventory, accessible epitope density and helper activation, physically precycled antigen-presenting surfaces should alter unfamiliar founder output after all original lymphocytes are replaced. Moderate precycling should improve extraction by unfamiliar founders; greater precycling should reverse the benefit. Repairing or replacing the presentation layer should reset the effect without changing antibody specificity. Disrupting mechanical connectivity while preserving epitope geometry should abolish the cycle-history dependence. Neither the recipient-licensing hypothesis nor the processing hypothesis predicts a transferable, acellular damage history under those controls.
Would tell it apart from at least one rival. Separates 2 of 2 rivals on the result their predictions give. Only a bench experiment would settle it.
What it is competing with
Every other explanation the engine wrote for the same gap, and the observation that would separate the two.
At matched antibody occupancy, antigen inventory, accessible epitope density and helper activation, physically precycled antigen-presenting surfaces should alter unfamiliar founder output after all original lymphocytes are replaced. Moderate precycling should improve extraction by unfamiliar founders; greater precycling should reverse the benefit. Repairing or replacing the presentation layer should reset the effect without changing antibody specificity. Disrupting mechanical connectivity while preserving epitope geometry should abolish the cycle-history dependence. Neither the recipient-licensing hypothesis nor the processing hypothesis predicts a transferable, acellular damage history under those controls.
- Rival 01 of 02What would separate them
Memory helper cells can sustain recall responses without the responding cells presenting antigen predicts: In aged-donor lymphoid cultures, establish barcoded recall B cells and then inducibly remove their HLA-II expression, verifying loss of both endogenous and acquired surface HLA-II. Independently activate memory Tfh cells through antigen-bearing non-B APCs. At high familiar-epitope antibody occupancy, this hypothesis predicts continued multicycle participation and differentiated output from HLA-II-negative recall B cells, accompanied by reduced functional output from unfamiliar founders. Recipient-specific CD40 blockade should eliminate that rescue. The mechanical and processing rivals predict that physiological helper-mediated rescue still requires recipient B-cell presentation. Transient survival or extrafollicular proliferation alone would not confirm this hypothesis.
- What would separate them
Antibodies redirect immune help by changing how captured proteins are broken down predicts: At matched native epitope occupancy, antigen uptake and surface mechanics, changing only protease-sensitive sequences flanking the helper determinant should reverse the antibody-dose effect on unfamiliar protective output. The reversal must track measured peptide–HLA-II abundance. Loading defined helper peptide directly onto recipient B cells to equalize presentation should eliminate the processing-dependent difference while leaving antibody masking intact. Recipient HLA-II removal should abolish helper rescue. These outcomes distinguish peptide production from both recipient-presentation bypass and persistent mechanical damage.
Where the idea comes from
The hypothesis borrows a result from another field. This is what it borrows, and from where.
Fracture mechanics and materials fatigue: the Paris–Erdogan relation da/dN = C(DeltaK)^m, with DeltaK = Y DeltaSigma sqrt(pi a), applied only over an experimentally demonstrated stable crack-growth regime. Here a is the measured length of a detachment front in the connected FDC-bound antigen layer; N is the number of local B-cell traction cycles, not the number of vaccinations; DeltaSigma is the measured traction-stress range over a synaptic contact area; Y is the dimensionless geometry factor for that deposit and loading configuration; DeltaK is the corresponding stress-intensity range; C and m are fitted fatigue-growth parameters for the antibody-crosslinked deposit; pi is the mathematical constant. Threshold and catastrophic-delamination regimes must be measured separately. Source: [Paris and Erdogan, A Critical Analysis of Crack Propagation Laws](https://doi.org/10.1115/1.3656900).
What testing it would take
The engine's own read on whether this is testable with methods that already exist.
Begin with engineered antigen-presenting surfaces and controlled force cycling before testing FDC-containing aged-donor cultures. B-cell mechanical extraction and sensitivity to antigen tether strength are experimentally established: [B cell antigen extraction is regulated by physical properties of antigen-presenting cells](https://pmc.ncbi.nlm.nih.gov/articles/PMC5223605/). Connected deposits, persistent cracks and biologically relevant fatigue are unestablished prerequisites, not findings.
What stands behind it
Which of the figures above have a study behind them, which are the engine's own, and what it would take to refute the hypothesis. This audit never judges the idea.
This hypothesis states no figure and cites no study, so there is nothing here to trace.
What it would take to refute it. Nothing already retrieved carries the prediction’s terms and it names no measurement this layer can route to a public dataset, so the bench is the residual — not a finding against it.
0 citation handles extracted; 1 Europe PMC search run; 0 records examined; 0 sources stored for enrichment, 0 with full text. A citation that did not resolve is a bibliographic failure, not proof that no such paper exists, and no hypothesis is blocked by this audit.
This is a proposed explanation, not a finding. It was written by the Omega Point engine from the literature it was given, it has not been tested, and no experiment here has been run. The numbers, methods and citations in it are model-generated and unverified. Its name was written by the Protocol Clarifier; everything else on this page is the engine's own text, carried whole.