Learn

Learning preferences

Make learning more comfortable. Changes apply immediately.

Enlarges page content, including diagrams and their labels. You can also use your browser’s zoom.

Choose the colours that are easiest for you to distinguish. Applies to lesson diagrams and lab plots. Labels, shapes, hatching and line patterns also distinguish meanings. Source photographs and raw image brightness stay unchanged; mask-only views are available for image overlays.

ExampleComparisonSample link

Saved in this browser on this device. Preferences are separate from progress backups.

SCIENCE · INVESTIGATE AND EXPLAIN

Discriminate endocrine feedback, production and clearance

Endocrine signals travel to cells bearing suitable receptors, so a circulating molecule does not impose an identical response on every tissue. Peptide signals commonly use membrane receptors and intracellular signaling, while lipid-soluble signals can act through intracellular receptors. Receptor availability and downstream response are distinct from the concentration of the signal itself.

Learning outcome: Compare K = 1, 3 and 5 at S = 6. Identify the intersection of production and removal curves, reconstruct both fluxes and propose an independent perturbation-free observation that would distinguish changed clearance from changed feedback in an archived dataset.

Starting recap

Connect comparative animal structures and regulatory mechanisms to complete exchange, resource and signaling ledgers, preserving causal and practical limits.

All lessons are open directly. Your saved experiments remain when you leave and return.

Try

At S = 6 and K = 3, equilibrium C is 3: production 6/(1+3/3) = 3 equals removal 3. At S = 6 and K = 1, equilibrium is 2, because production 6/(1+2) = 2. The production ceiling is the same but feedback differs.

Open the experiment

Predict

Can a changed equilibrium signal arise without changing the maximum production parameter?

Experiment

Compare K = 1, 3 and 5 at S = 6. Identify the intersection of production and removal curves, reconstruct both fluxes and propose an independent perturbation-free observation that would distinguish changed clearance from changed feedback in an archived dataset.

Separate production feedback from signal sensitivity

Worked teaching model · synthetic values · Original concentration proxy C: production S/(1+C/K), removal C per time. Equilibrium C satisfies C²/K+C−S=0. Larger K weakens inhibition at a given C; not a drug dose, biological calibration or real hormone concentration.

Reset keeps your prediction, captures and practice history.

The steady signal lies where feedback-limited production equals removal.

A changed signal level can reflect production, clearance or feedback sensitivity. Receptor location and downstream response are separate from concentration; correlation alone does not identify a failed endocrine organ.

0.00.05.05.010.010.0Signal proxy amountProduction or removal flux

Solid: Feedback-inhibited production. Dashed: Removal. Axes rescale to the current range; use labeled values rather than comparing graph heights across settings.

Original model curve values
Signal proxy amountFeedback-inhibited production (Production or removal flux)Removal (Production or removal flux)
06.0000000.000000
0.55.1428570.5000000
14.5000001.000000
1.54.0000001.500000
23.6000002.000000
2.53.2727272.500000
33.0000003.000000
3.52.7692313.500000
42.5714294.000000
4.52.4000004.500000
52.2500005.000000
5.52.1176475.500000
62.0000006.000000
6.51.8947376.500000
71.8000007.000000
7.51.7142867.500000
81.6363648.000000
8.51.5652178.500000
91.5000009.000000
9.51.4400009.500000
101.38461510.00000
Calculated quantities under stated assumptions
QuantityValueUnit
Equilibrium signal proxy3amount
Inhibited production3amount/time
Removal flux3amount/time
Fraction of uninhibited production0.5000000fraction

Retain prior predictions, settings and quantities in the notebook. These are original supplied/calculated comparisons, not physical specimen observations or laboratory participation.

The steady signal lies where feedback-limited production equals removal.

A changed signal level can reflect production, clearance or feedback sensitivity. Receptor location and downstream response are separate from concentration; correlation alone does not identify a failed endocrine organ.

Captures preserve recipes and replay their calculated results. They are synthetic model evidence, not physical measurements.

Understand

1. Orient: Discriminate endocrine feedback, production and clearance

Endocrine signals travel to cells bearing suitable receptors, so a circulating molecule does not impose an identical response on every tissue. Peptide signals commonly use membrane receptors and intracellular signaling, while lipid-soluble signals can act through intracellular receptors. Receptor availability and downstream response are distinct from the concentration of the signal itself.

2. Connect comparative structure and mechanism

Negative feedback can connect a regulated variable or downstream signal to reduced upstream output. For example, water-balance signaling can change collecting-duct water permeability, and restoration of osmotic balance reduces the original stimulus. Positive feedback has a different sign and generally requires a terminating event or constraint; it should not be substituted into a negative-feedback explanation.

The original mathematical loop supplies production S/(1+C/K) and removal C per time, where C is an abstract signal amount, S is uninhibited production and K sets feedback sensitivity. At equilibrium, C²/K+C−S = 0. The positive solution is K[√(1+4S/K)−1]/2, calculated in an equivalent numerically stable form.

Increasing K weakens inhibition at the same C and can raise equilibrium, even when S is unchanged. An elevated observed signal therefore need not mean increased uninhibited production. Changes in clearance, feedback, receptors or timing require additional evidence. These arbitrary coefficients are not hormone concentrations, disease thresholds or treatment recommendations.

3. Reconstruct the worked evidence

At S = 6 and K = 3, equilibrium C is 3: production 6/(1+3/3) = 3 equals removal 3. At S = 6 and K = 1, equilibrium is 2, because production 6/(1+2) = 2. The production ceiling is the same but feedback differs.

4. Predict and investigate

Predict first: Can a changed equilibrium signal arise without changing the maximum production parameter?

Compare K = 1, 3 and 5 at S = 6. Identify the intersection of production and removal curves, reconstruct both fluxes and propose an independent perturbation-free observation that would distinguish changed clearance from changed feedback in an archived dataset.

Retain the first prediction, complete ledger, stated controls and a conflicting or null comparison. These original supplied calculations are not measured animals or completed practical work.

5. Apply a changed case

Apply the mechanism to a changed case

At S = 2 and K = 1, find equilibrium and the inhibited fraction of uninhibited production.

Retain your calculation, units and assumptions in the lesson notebook before opening this public practice response.

Compare a worked response

Equilibrium C = 1, with production/removal 1 amount per time and inhibited fraction 1/2. This is an abstract equilibrium, not a measured endocrine reference.

6. Defend a bounded biological conclusion

Connect the mechanism to the evidence, identify an omitted alternative and propose an independent discriminating observation using provided or archived information only. Preserve first reasoning and human critique in the General Biology II workspace. Public practice does not establish independently assessed practical skill. No animal handling, physiological challenge, medical interpretation or intervention is requested.

Supporting scientific reference, checked 30 October 2026. Original prose, models and numerical packets; no source exercise or image reproduced. Real comparative specimen or physiological work requires separately supervised ethical practice and validation.

Apply

Increasing K in the supplied production term at fixed positive C causes:

Public practice checks a specific claim. It does not establish independent mastery.

At S = 2 and K = 1, find equilibrium and the inhibited fraction of uninhibited production.

Continue

Completion requires a saved prediction, at least one capture and a reflection. Presence checks do not grade your reasoning.

Skipping retains experiments and awards no mastery.

Save a science backup or import one

Science work is stored locally in this browser, separately from mathematics and AI. It does not sync automatically. Use this science-only backup; this checkout's older all-subject export does not include science.

A legacy file is available only when the complete snapshot fits the 36 MB limit. For larger snapshots, prepare a complete file set below; never discard notebooks to make a smaller file.

Matching imported notebook drafts replace their current drafts. Omitted lessons and known first attempts remain. Export your current work first if you want to retain both drafts.

Complete file sets and course backups

A file set can hold more work than one science file. Keep its manifest and every part together. Each file is limited to 36 MB. This format needs this version of LearnAI or a compatible newer version; older versions can use only the legacy single-file backup above.

The set includes every saved science course and global continuation at this moment. Later edits need a new export. A conflicting tab exports its own visible work, which may differ from saved work in another tab.

0 file(s) selected. File order and filenames do not determine identity. Missing, changed or conflicting parts block the entire restore; no good part is applied by itself.

Science storage: loading. No account or remote computation is required.