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What does your stopping-potential line actually identify?

A frequency sweep can constrain a slope without settling the surface escape work. Bring a record, inspect the residuals, then make the calibration assumption visible.

Analyze a stopping-potential record

Accepted analysis: Constructed straight trend

Constructed example, not historical observations. Revision 1. 5 of 5 rows used; 0 explicitly excluded.

Stopping potential (V)

Stopping potentials and fitted lineFrequency in terahertz on the horizontal axis; stopping potential in volts on the vertical axis. The observation table below contains the same values.5000.27967001.3159002.3504Frequency (THz)
Stopping potentials and fitted line. Circles are included observations; crosses remain visible when excluded. The dashed line is fitted to included rows, not supplied by the theoretical value of h/e. Vertical bars, when present, show the entered one-sigma voltage uncertainties.

Residual (V)

Residuals: measured voltage minus fitted voltageFrequency in terahertz on the horizontal axis; residual in volts on the vertical axis. The observation table below contains the same values.500-0.064327000.00459000.07332Frequency (THz)
Residuals: measured voltage minus fitted voltage. A pattern in the residuals can reveal departures hidden by a convincing straight-line plot. Only included rows have residuals here.

Accepted assumptions: declared independent voltage uncertainties; unknown common voltage offset.

Empirical slope

0.00399 ± 0.000126491 V/THz

Empirical intercept

-1.493 ± 0.0903327 V

Inferred h, conditional on the photoelectric model

6.39268 × 10−34 ± 2.02661 × 10−35 J s
One standard error, conditional on the assumptions below.

Surface escape work

Underdetermined. An unknown common voltage offset and the surface escape work enter the same intercept. The frequency sweep alone cannot identify either the work function or its physical threshold.

Physical threshold frequency

Underdetermined. An unknown common voltage offset and the surface escape work enter the same intercept. The frequency sweep alone cannot identify either the work function or its physical threshold.

Reference slope from modern-si-2019: 0.00413567 V/THz. Relative fitted-slope difference: -3.52223%. This reference does not determine the fitted line.

Residual standard deviation: 0.0522494 V; 3 residual degrees of freedom. Reduced chi-square: 1.70625.

Reduced chi-square is a diagnostic under the declared independent errors, not a pass/fail threshold or a probability that the model is true. Covariance is not rescaled to force agreement.

These are conditional one-standard-error estimates, not confidence intervals, proof of the model, or a complete uncertainty budget. A fit against modern SI is a consistency check, not a redetermination of its defined constants.

Inspect observations and test a stated exclusion

All observations remain in this table and in the CSV. No point is removed automatically. Keep at least three selected rows; excluded points are crosses on the voltage plot.

Accepted CSV converted to THz and V. Residuals correspond to the last accepted selection, not unapplied checkboxes.
IncludeRowFrequency (THz)Stopping (V)σ (V)Residual (V)Accepted use
15000.520.040.018Included
26000.850.04-0.051Included
37001.360.040.06Included
48001.660.04-0.039Included
59002.110.040.012Included

The JSON report includes the raw CSV, row exclusions, calibration values and assumptions. It is a private file export, not an authenticated experiment or a public sharing link.

1. Choose the record

Your CSV stays in this tab unless you download it. Nothing is uploaded, stored or put in a public link.

Header: frequency_THz,stopping_V, optionally followed by sigma_V. frequency_Hz or wavelength_nm may replace the frequency column. Commas or tabs, decimal/scientific notation, 3–1000 rows. Every row must be a detected stopping endpoint; a non-detection is not a zero-voltage observation.

2. State the error and calibration assumptions

Weighted fitting treats sigma_V as a declared independent standard uncertainty in volts. It is not a relative quality score. Frequency error, correlated errors and mixed surfaces are not modeled.

Enter stopping voltages measured at several frequencies, and the lab fits a straight line through them. The slope estimates Planck's constant divided by the electron's charge, but the line alone cannot give the surface's escape work unless you also know the instrument's voltage offset.

§8 of the light-quanta paper gives, for an electron that takes one quantum's energy and leaves the surface, Πε = (R/N)βν − P: the stopping potential Π rises in a straight line with the frequency ν, with a slope, (R/N)β/ε in Einstein's notation and h/e in ours, that should not depend on the substance. The workbench fits that line to a record: measured stopping voltage = slope × frequency + intercept. On the constructed example, five points from 500 to 900 THz, each with a standard uncertainty of 0.04 V, the fitted slope is 0.00399 ± 0.00013 V/THz. Multiplied by the elementary charge that is h = (6.39 ± 0.20) × 10−34 J·s, 3.5 percent below the defined 6.626 × 10−34, a difference of about 1.2 standard errors. The reduced chi-square is 1.71 with 3 degrees of freedom: a diagnostic of how well the declared errors describe the scatter, not a verdict. The intercept, −1.49 V, mixes two things, the escape work per unit charge and a voltage offset common to every reading, such as the contact potential between the two electrodes. With the offset unknown, the workbench reports the work function as underdetermined. Enter an independently calibrated offset of 0 ± 0.01 V and it gives 1.49 ± 0.09 eV and a threshold of 374 ± 12 THz. The other two examples show what a fit can reveal: a curved trend leaves its residuals in a U shape with a reduced chi-square of 13, and a point with a 1 V uncertainty can sit 1.02 V off the line and still count for little. A straight line does not prove the quantum account by itself; it passes one test the account sets.

The line is empirical; the interpretation needs premises

The fitted relation is measured stopping voltage = slope × frequency + intercept. In the single-quantum model with one unchanged surface, the slope corresponds to h/e, while the intercept combines negative escape work per charge with the instrument’s common voltage offset.

An unknown offset therefore leaves a family of escape works compatible with the same line. Entering an independently calibrated offset selects one member of that family. The reported physical threshold uses that calibration; it is not automatically the frequency where the uncorrected instrument voltage crosses zero.

Choose an error model, then examine its failures

Equal-weight fitting estimates a common voltage variance from residuals. Uncertainty-weighted fitting uses the supplied inverse variances and does not rescale them to make the fit appear consistent. Both treat frequencies as fixed, and observations as independent. Error bars are one standard uncertainty, not a claimed confidence interval.

The threshold error is a first-order propagation of the slope, intercept and independent calibration uncertainty, including their covariance. It can become unreliable near zero slope; the workbench then leaves the ratio unresolved. A narrow frequency range also makes the intercept a long extrapolation.

Only measured stopping endpoints from the same surface and protocol belong in one fit. A below-threshold non-detection is not a zero endpoint. Wavelength inputs must be vacuum wavelengths. Frequency errors, voltage-gain uncertainty, correlated drift, changing surface condition, contact-potential variation and non-linear response require a richer model. The tool does not silently remove those effects.

A good-looking line is not proof of quantum transfer. Constructed examples exercise the inference code; they are not a substitute for independently sourced observations. No new historical dataset has been added here.

Method reference: NIST/SEMATECH, weighted least squares · Choosing inverse-variance weights and their limitations.

Inspect the numerical implementation

LQ-08’s line fit and this workflow share src/physics/reference/inference/lineFit.ts. Interpretation and covariance propagation are owned by photoelectricData.ts, not the plot. The modern reference constants are read from the edition’s constant-set registry and are never fitted to the CSV.

Photoelectric inference source · Least-squares source