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

Audit apparent yield against independent product purity

Use a supplied mass fraction to distinguish gross recovered material from desired product.

Learning outcome: Compare11 g at fractions.8 and 1, then vary gross mass at fixed fraction . Retain both yields and flag inconsistent corrected results without clipping.

Starting recap

Review amount dimensions, chemical formulas and charge, signed differences, ratio bounds and the distinction between a theoretical constraint and measured conversion.

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

Try

Eleven grams recovered at product mass fraction .80 contains 8.8 g product: apparent yield110%, corrected yield88% for a 10 g theoretical bound.

Open the experiment

Predict

Must a recovered mass above theoretical pure-product mass mean conservation failed?

Experiment

Compare11 g at fractions.8 and 1, then vary gross mass at fixed fraction . Retain both yields and flag inconsistent corrected results without clipping.

Distinguish gross recovery from actual product yield

Worked teaching model · synthetic values · Theoretical pure product mass is stipulated10.0 g from the independently established limiting inventory. Recovered gross mass may include solvent or impurities; mass fraction is separately supplied. A corrected yield above100% flags inconsistent evidence or assumptions rather than creating extra product.

Reset keeps your prediction, captures and practice history.

purity-corrected yield (%)product mass fraction011100

Axes rescale. Connected samples show a declared parameter relationship, not elapsed reaction time. Dashed comparison, when present, is the unbiased gas pressure or ideal-gas Z=1 reference described in the model.

Numerical diagram coordinates
product mass fractionpurity-corrected yield (%)
0.666
0.6571.5
0.777
0.7582.5
0.888
0.8593.5
0.999
0.95104.5
1110
Calculated evidence under the stated assumptions
QuantityValueUnit
Recovered gross mass11g
Actual product mass under supplied fraction8.8g
Nonproduct mass2.2g
Apparent gravimetric yield110%
Purity-corrected yield88%
Consistent with stipulated theoretical bound1flag

An isolated mass is not automatically a pure-product amount.

An apparent yield over100% can result from impurity or retained solvent. If even the independently corrected product exceeds the theoretical mass, reassess feed inventory, purity calibration, formula identity or weighing assumptions; do not silently clip it to100%.

Retain the reaction/measurement boundary with every number. This mathematical packet is not a chemical procedure or evidence of actual laboratory technique.

An isolated mass is not automatically a pure-product amount.

An apparent yield over100% can result from impurity or retained solvent. If even the independently corrected product exceeds the theoretical mass, reassess feed inventory, purity calibration, formula identity or weighing assumptions; do not silently clip it to100%.

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

Understand

Define the numerator before calculating yield

Theoretical yield is the maximum amount of the desired product implied by an independently established limiting-reactant account. Actual yield should refer to that same product, not every gram recovered from a vessel. Residual solvent, other products or contamination can make a gross mass larger than the desired-product amount .

Apply an independent mass-fraction result

For a stipulated10.0 g theoretical pure-product mass, recovering11.0 g at product mass fraction .80 gives 8.8 g actual product and 2.2 g nonproduct. Apparent gravimetric yield is 110%, but the purity-corrected yield is 88%. Neither division changes the physical sample; the difference is the meaning assigned to the measured numerator.

Do not hide an inconsistent result

If the same11.0 g is independently declared pure product, the corrected yield remains110%. That is inconsistent with the stipulated10.0 g upper bound under the stated assumptions. The workbench flags it rather than clipping the answer to 100%. Candidate explanations include an incorrect limiting inventory, wrong product formula, purity calibration error, weighing error or an incomplete reaction model.

Distinguish reaction and recovery

Even a valid corrected yield combines chemical formation and subsequent recovery. A low recovered amount does not by itself show that little product formed: some may remain dissolved or be lost during separation. Conversely, an apparently large recovered mass does not prove high conversion. Additional measurements are needed to separate conversion, selectivity, purity and recovery.

Transfer with a changed bound

A new virtual packet has theoretical pure mass 12.0 g, recovered gross mass 10.0 g and product fraction .90. Desired product is 9.0 g and corrected yield75%, while apparent yield is about 83.3%. Explain which quantity changed rather than treating the two percentages as competing arithmetic answers. The lesson supplies all values and requests no preparation, isolation or drying procedure.

Sources and evidence boundary

Conceptual sources checked 30 October 2026: Theoretical and actual yields. All prose, cases, code and diagrams are original. The supplied models are not measured structures, a performed laboratory investigation or certification of independent mastery. No chemical handling, heating, pressure vessel or cryogenic experiment is requested. Retain predictions, contrasting evidence and a changed-case explanation.

Apply

Gross mass 11 g at product fraction .80 contains what desired-product mass?

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

What independent calibration or identity evidence is needed before a purity correction is trusted?

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.