05-29-26_B3.xlsx

Evidence overview

One sample, linked to its full context

This record preserves the published source signal and applies the dataset's staff-approved normalization policy on demand. Control overlays are shown by default when compatible controls exist.

Organism: FB media blank
Dataset: FB-v0
Medium: FB
Role: blank

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: FB media blank | Run: 2026-05-29 inc5_Deyu | Role: blank

Public scientific provenance

The public record includes the dataset, run, medium, sample role, published inclusion and preprocessing context, channel design, manufacturer, and platform. Physical sensor IDs, internal array IDs, private manufacturing fields, file paths, and review notes remain protected.

View run and inclusion details

Run and Inclusion Provenance

Run folder	2026-05-29 inc5_Deyu	Run date	2026-05-29
Media	FB	Incubator	inc5
Well file	05-29-26_B3.xlsx	Well ID	B3
Sample role	blank	Sample status	inferred_blank
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group	inferred_blank
Strain source	FB blank	Preprocessing	fb_good_data_r0_90_120
Baseline window	90-120 minutes	Feature window	120-2520 minutes

View sensor and manufacturing details

Sensor and Manufacturing Provenance

Channel	Paper label	Manufacturer
LW60	Mapping not established	Not specified
LW61	Mapping not established	Not specified
LW62	Mapping not established	Not specified
LW63	Mapping not established	Not specified
LW64	Mapping not established	Not specified
LW65	Mapping not established	Not specified

View derived sensor features

Sensor Features

Sensor	Feature	Value	Window
LW60	auc_norm	1.18268	2.0-42.0 h
LW60	end_norm	0.06298	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.06298	2.0-42.0 h
LW60	max_norm	0.06298	2.0-42.0 h
LW60	min_norm	0.00383	2.0-42.0 h
LW60	pct_abnormal_rows	0.00000	2.0-42.0 h
LW60	pct_missing_norm	0.00000	2.0-42.0 h
LW60	pct_saturated_rows	0.00000	2.0-42.0 h
LW60	slope_norm	0.00084	2.0-42.0 h
LW61	auc_norm	9.44274	2.0-42.0 h
LW61	end_norm	0.37807	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.37807	2.0-42.0 h
LW61	max_norm	0.37807	2.0-42.0 h
LW61	min_norm	0.01535	2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	0.00000	2.0-42.0 h
LW61	pct_saturated_rows	0.00000	2.0-42.0 h
LW61	slope_norm	0.00637	2.0-42.0 h
LW62	auc_norm		2.0-42.0 h
LW62	end_norm		2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm		2.0-42.0 h
LW62	max_norm		2.0-42.0 h
LW62	min_norm		2.0-42.0 h
LW62	pct_abnormal_rows	0.00000	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.04647	2.0-42.0 h
LW62	slope_norm		2.0-42.0 h
LW63	auc_norm	-18.25147	2.0-42.0 h
LW63	end_norm	-0.54608	2.0-42.0 h
LW63	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW63	max_abs_norm	0.54608	2.0-42.0 h
LW63	max_norm	-0.06887	2.0-42.0 h
LW63	min_norm	-0.54608	2.0-42.0 h
LW63	pct_abnormal_rows	0.00000	2.0-42.0 h
LW63	pct_missing_norm	0.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.00000	2.0-42.0 h
LW63	slope_norm	-0.00674	2.0-42.0 h
LW64	auc_norm	0.78362	2.0-42.0 h
LW64	end_norm	0.00626	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.03504	2.0-42.0 h
LW64	max_norm	0.03504	2.0-42.0 h
LW64	min_norm	-0.00566	2.0-42.0 h
LW64	pct_abnormal_rows	0.00000	2.0-42.0 h
LW64	pct_missing_norm	0.00000	2.0-42.0 h
LW64	pct_saturated_rows	0.00000	2.0-42.0 h
LW64	slope_norm	0.00077	2.0-42.0 h
LW65	auc_norm	1.24989	2.0-42.0 h
LW65	end_norm	0.05508	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.05533	2.0-42.0 h
LW65	max_norm	0.05533	2.0-42.0 h
LW65	min_norm	0.00354	2.0-42.0 h
LW65	pct_abnormal_rows	0.00000	2.0-42.0 h
LW65	pct_missing_norm	0.00000	2.0-42.0 h
LW65	pct_saturated_rows	0.00000	2.0-42.0 h
LW65	slope_norm	0.00088	2.0-42.0 h

Staff-approved calculation

Normalization Policy

The normalized plot is calculated on demand with the policy saved for this dataset. Visitors may choose channels and control visibility, but only authorized staff can change the scientific calculation. Stored source measurements are never overwritten.

Saved dataset policy

Stored max-absolute-scaled response

Uses clean resistance and a mean baseline from 0.3 to 1 hours, then divides the signed baseline-relative response by the maximum absolute value of its sample-by-sensor trace. Values are dimensionless and bounded from -1 to 1. This policy applies to every public normalized view of FB-v0.

x = (clean signal - mean R0) / abs(mean R0); y = x / max(|x|), per sample and sensor trace

Source: Clean signal · Baseline: Mean 0.30–1 h · Calculated from 534 source points

Control overlay: mean of 4 control samples matched from the same experimental run. Dashed lines are controls; solid lines are this sample.

View per-sensor baseline diagnostics and readiness

Per-Sensor Baseline Diagnostics

Ready means the selected source has enough valid baseline points for this strategy. A warning explains why a channel could not be calculated.

Sensor	Baseline points	Center	Standard deviation	Status
LW60	5	47035.33636	638.37209	Ready
LW65	5	8381.98364	97.20377	Ready

Compare every normalization strategy

Stored max-absolute-scaled response

x = (clean signal - mean R0) / abs(mean R0); y = x / max(|x|), per sample and sensor trace

Calculates a signed response from the approved baseline window, then preserves its sign and shape while scaling each trace to the interval [-1, 1].

Use with care: Because each trace is scaled independently, response magnitude cannot be compared between samples or sensor channels.

Imported baseline-normalized

Use the normalized value supplied with the published dataset

Reproduces the source dataset's stored response without recalculating a baseline.

Use with care: The source pipeline and baseline definition may differ between datasets; inspect dataset provenance before comparing values.

Source signal (no normalization)

y = raw or clean signal

Shows the selected source measurement as stored, with no baseline transformation.

Use with care: Absolute sensor levels can differ across channels and arrays, so magnitude alone is not a cross-sensor comparison.

Absolute baseline-relative change

|ΔR/R₀| = |R(t) − R₀| / |R₀|

Reports the size of change from the baseline while ignoring direction.

Use with care: A missing or near-zero baseline cannot produce a stable value.

Signed baseline-relative change

ΔR/R₀ = (R(t) − R₀) / |R₀|

Preserves whether the signal rises or falls relative to the baseline.

Use with care: A missing or near-zero baseline cannot produce a stable value.

Baseline ratio

R(t) / R₀

Expresses each measurement as a multiple of its baseline level.

Use with care: Ratios become unstable when the baseline is close to zero.

Baseline z-score

z = (R(t) − center(R₀)) / sd(R₀)

Expresses change in units of baseline variability for that sensor.

Use with care: Requires at least two variable baseline observations.

Raw Signal Plot

Immutable source signal

Direct resistance evidence before normalization.

Line pattern identifies channel and control role; color is supplementary.

X: elapsed time (hours), linear scaleY: raw resistance (Ω), linear scale

Channel and role	Visual style	Elapsed time range	Raw resistance range
LW60	Solid sample line	0.00–44.33 h	6333.75–51979.80 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	6333.75–51979.80 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	6333.75–51979.80 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 h	6333.75–51979.80 Ω

Configured Normalized Time-Series Plot

On-demand normalized signal

Stored max-absolute-scaled response; stored raw measurements are unchanged.

Line pattern identifies channel and control role; color is supplementary.

X: elapsed time (hours), linear scaleY: Max-absolute-scaled response (dimensionless), linear scale

Channel and role	Visual style	Elapsed time range	Max-absolute-scaled response range
LW60	Solid sample line	0.00–44.33 h	-0.92318–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	-0.92318–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	-0.92318–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 h	-0.92318–1.00000 dimensionless

Selected-Sensor Time-Series Preview

The displayed value follows the selected strategy. Imported and source values remain available for provenance.

View 160 selected-sensor source values

Sensor	Elapsed h	Displayed value	Imported normalized	R0	Raw	Clean	Baseline valid
LW60	0.00	-0.72157	-0.72157	48748.45	43467.55	43467.55	True
LW60	0.17	-0.23223	-0.23223	48748.45	45887.10	45887.10	True
LW60	0.33	-0.16929	-0.16929	48748.45	46198.30	46198.30	True
LW60	0.50	-0.07969	-0.07969	48748.45	46641.30	46641.30	True
LW60	0.67	0.00897	0.00897	48748.45	47079.70	47079.70	True
LW60	0.83	0.08269	0.08269	48748.45	47444.20	47444.20	True
LW60	1.00	0.15732	0.15732	48748.45	47813.18	47813.18	True
LW60	1.17	0.21810	0.21810	48748.45	48113.70	48113.70	True
LW60	1.33	0.26461	0.26461	48748.45	48343.70	48343.70	True
LW60	1.50	0.30508	0.30508	48748.45	48543.80	48543.80	True
LW60	1.67	0.33366	0.33366	48748.45	48685.10	48685.10	True
LW60	1.83	0.35928	0.35928	48748.45	48811.80	48811.80	True
LW60	2.00	0.38424	0.38424	48748.45	48935.18	48935.18	True
LW60	2.17	0.39846	0.39846	48748.45	49005.50	49005.50	True
LW60	2.33	0.40807	0.40807	48748.45	49053.00	49053.00	True
LW60	2.50	0.42696	0.42696	48748.45	49146.40	49146.40	True
LW60	2.67	0.42993	0.42993	48748.45	49161.10	49161.10	True
LW60	2.83	0.44554	0.44554	48748.45	49238.30	49238.30	True
LW60	3.00	0.44938	0.44938	48748.45	49257.27	49257.27	True
LW60	3.17	0.45879	0.45879	48748.45	49303.80	49303.80	True
LW60	3.33	0.46148	0.46148	48748.45	49317.10	49317.10	True
LW60	3.50	0.46445	0.46445	48748.45	49331.80	49331.80	True
LW60	3.67	0.46773	0.46773	48748.45	49348.00	49348.00	True
LW60	3.83	0.47531	0.47531	48748.45	49385.50	49385.50	True
LW60	4.00	0.47622	0.47622	48748.45	49390.00	49390.00	True
LW60	4.17	0.47975	0.47975	48748.45	49407.45	49407.45	True
LW60	4.33	0.48257	0.48257	48748.45	49421.40	49421.40	True
LW60	4.50	0.48435	0.48435	48748.45	49430.20	49430.20	True
LW60	4.67	0.49004	0.49004	48748.45	49458.30	49458.30	True
LW60	4.83	0.49483	0.49483	48748.45	49482.00	49482.00	True
LW60	5.00	0.49362	0.49362	48748.45	49476.00	49476.00	True
LW60	5.17	0.49308	0.49308	48748.45	49473.36	49473.36	True
LW60	5.33	0.48524	0.48524	48748.45	49434.60	49434.60	True
LW60	5.50	0.47562	0.47562	48748.45	49387.00	49387.00	True
LW60	5.67	0.47893	0.47893	48748.45	49403.40	49403.40	True
LW60	5.83	0.48472	0.48472	48748.45	49432.00	49432.00	True
LW60	6.00	0.48646	0.48646	48748.45	49440.60	49440.60	True
LW60	6.17	0.48793	0.48793	48748.45	49447.91	49447.91	True
LW60	6.33	0.49182	0.49182	48748.45	49467.10	49467.10	True
LW60	6.50	0.49574	0.49574	48748.45	49486.50	49486.50	True
LW60	6.67	0.49544	0.49544	48748.45	49485.00	49485.00	True
LW60	6.83	0.49695	0.49695	48748.45	49492.50	49492.50	True
LW60	7.00	0.50059	0.50059	48748.45	49510.50	49510.50	True
LW60	7.17	0.50794	0.50794	48748.45	49546.82	49546.82	True
LW60	7.33	0.50666	0.50666	48748.45	49540.50	49540.50	True
LW60	7.50	0.51238	0.51238	48748.45	49568.80	49568.80	True
LW60	7.67	0.50969	0.50969	48748.45	49555.50	49555.50	True
LW60	7.83	0.51451	0.51451	48748.45	49579.30	49579.30	True
LW60	8.00	0.51544	0.51544	48748.45	49583.90	49583.90	True
LW60	8.17	0.51515	0.51515	48748.45	49582.50	49582.50	True
LW60	8.33	0.51814	0.51814	48748.45	49597.27	49597.27	True
LW60	8.50	0.52326	0.52326	48748.45	49622.60	49622.60	True
LW60	8.67	0.52209	0.52209	48748.45	49616.80	49616.80	True
LW60	8.83	0.52895	0.52895	48748.45	49650.70	49650.70	True
LW60	9.00	0.52506	0.52506	48748.45	49631.50	49631.50	True
LW60	9.17	0.53680	0.53680	48748.45	49689.50	49689.50	True
LW60	9.33	0.53947	0.53947	48748.45	49702.73	49702.73	True
LW60	9.50	0.53983	0.53983	48748.45	49704.50	49704.50	True
LW60	9.67	0.53801	0.53801	48748.45	49695.50	49695.50	True
LW60	9.83	0.53983	0.53983	48748.45	49704.50	49704.50	True
LW60	10.00	0.54802	0.54802	48748.45	49745.00	49745.00	True
LW60	10.17	0.54711	0.54711	48748.45	49740.50	49740.50	True
LW60	10.33	0.55105	0.55105	48748.45	49760.00	49760.00	True
LW60	10.50	0.55530	0.55530	48748.45	49781.00	49781.00	True
LW60	10.67	0.55924	0.55924	48748.45	49800.50	49800.50	True
LW60	10.83	0.55530	0.55530	48748.45	49781.00	49781.00	True
LW60	11.00	0.55803	0.55803	48748.45	49794.50	49794.50	True
LW60	11.17	0.55924	0.55924	48748.45	49800.50	49800.50	True
LW60	11.33	0.56683	0.56683	48748.45	49838.00	49838.00	True
LW60	11.50	0.56622	0.56622	48748.45	49835.00	49835.00	True
LW60	11.67	0.56713	0.56713	48748.45	49839.50	49839.50	True
LW60	11.83	0.56804	0.56804	48748.45	49844.00	49844.00	True
LW60	12.00	0.56926	0.56926	48748.45	49850.00	49850.00	True
LW60	12.17	0.57259	0.57259	48748.45	49866.50	49866.50	True
LW60	12.33	0.57593	0.57593	48748.45	49883.00	49883.00	True
LW60	12.50	0.57560	0.57560	48748.45	49881.36	49881.36	True
LW60	12.67	0.57803	0.57803	48748.45	49893.40	49893.40	True
LW60	12.83	0.58380	0.58380	48748.45	49921.90	49921.90	True
LW60	13.00	0.58382	0.58382	48748.45	49922.00	49922.00	True
LW60	13.17	0.58679	0.58679	48748.45	49936.70	49936.70	True
LW65	0.00	-0.92318	-0.92318	8641.85	7675.18	7675.18	True
LW65	0.17	-0.28824	-0.28824	8641.85	8161.30	8161.30	True
LW65	0.33	-0.16834	-0.16834	8641.85	8253.10	8253.10	True
LW65	0.50	-0.07678	-0.07678	8641.85	8323.20	8323.20	True
LW65	0.67	0.01099	0.01099	8641.85	8390.40	8390.40	True
LW65	0.83	0.08022	0.08022	8641.85	8443.40	8443.40	True
LW65	1.00	0.15391	0.15391	8641.85	8499.82	8499.82	True
LW65	1.17	0.21357	0.21357	8641.85	8545.50	8545.50	True
LW65	1.33	0.25250	0.25250	8641.85	8575.30	8575.30	True
LW65	1.50	0.28985	0.28985	8641.85	8603.90	8603.90	True
LW65	1.67	0.32629	0.32629	8641.85	8631.80	8631.80	True
LW65	1.83	0.35255	0.35255	8641.85	8651.90	8651.90	True
LW65	2.00	0.37939	0.37939	8641.85	8672.45	8672.45	True
LW65	2.17	0.38246	0.38246	8641.85	8674.80	8674.80	True
LW65	2.33	0.39748	0.39748	8641.85	8686.30	8686.30	True
LW65	2.50	0.41590	0.41590	8641.85	8700.40	8700.40	True
LW65	2.67	0.41851	0.41851	8641.85	8702.40	8702.40	True
LW65	2.83	0.43679	0.43679	8641.85	8716.40	8716.40	True
LW65	3.00	0.43876	0.43876	8641.85	8717.91	8717.91	True
LW65	3.17	0.45626	0.45626	8641.85	8731.30	8731.30	True
LW65	3.33	0.47049	0.47049	8641.85	8742.20	8742.20	True
LW65	3.50	0.47075	0.47075	8641.85	8742.40	8742.40	True
LW65	3.67	0.48381	0.48381	8641.85	8752.40	8752.40	True
LW65	3.83	0.49348	0.49348	8641.85	8759.80	8759.80	True
LW65	4.00	0.50288	0.50288	8641.85	8767.00	8767.00	True
LW65	4.17	0.50158	0.50158	8641.85	8766.00	8766.00	True
LW65	4.33	0.50210	0.50210	8641.85	8766.40	8766.40	True
LW65	4.50	0.50288	0.50288	8641.85	8767.00	8767.00	True
LW65	4.67	0.50236	0.50236	8641.85	8766.60	8766.60	True
LW65	4.83	0.50262	0.50262	8641.85	8766.80	8766.80	True
LW65	5.00	0.50158	0.50158	8641.85	8766.00	8766.00	True
LW65	5.17	0.50253	0.50253	8641.85	8766.73	8766.73	True
LW65	5.33	0.50288	0.50288	8641.85	8767.00	8767.00	True
LW65	5.50	0.50236	0.50236	8641.85	8766.60	8766.60	True
LW65	5.67	0.51150	0.51150	8641.85	8773.60	8773.60	True
LW65	5.83	0.52039	0.52039	8641.85	8780.40	8780.40	True
LW65	6.00	0.52195	0.52195	8641.85	8781.60	8781.60	True
LW65	6.17	0.53423	0.53423	8641.85	8791.00	8791.00	True
LW65	6.33	0.53371	0.53371	8641.85	8790.60	8790.60	True
LW65	6.50	0.53475	0.53475	8641.85	8791.40	8791.40	True
LW65	6.67	0.53449	0.53449	8641.85	8791.20	8791.20	True
LW65	6.83	0.53423	0.53423	8641.85	8791.00	8791.00	True
LW65	7.00	0.54625	0.54625	8641.85	8800.20	8800.20	True
LW65	7.17	0.55786	0.55786	8641.85	8809.09	8809.09	True
LW65	7.33	0.55722	0.55722	8641.85	8808.60	8808.60	True
LW65	7.50	0.56427	0.56427	8641.85	8814.00	8814.00	True
LW65	7.67	0.56048	0.56048	8641.85	8811.10	8811.10	True
LW65	7.83	0.56453	0.56453	8641.85	8814.20	8814.20	True
LW65	8.00	0.56375	0.56375	8641.85	8813.60	8813.60	True
LW65	8.17	0.56349	0.56349	8641.85	8813.40	8813.40	True
LW65	8.33	0.56344	0.56344	8641.85	8813.36	8813.36	True
LW65	8.50	0.56506	0.56506	8641.85	8814.60	8814.60	True
LW65	8.67	0.56401	0.56401	8641.85	8813.80	8813.80	True
LW65	8.83	0.56453	0.56453	8641.85	8814.20	8814.20	True
LW65	9.00	0.56427	0.56427	8641.85	8814.00	8814.00	True
LW65	9.17	0.56584	0.56584	8641.85	8815.20	8815.20	True
LW65	9.33	0.56914	0.56914	8641.85	8817.73	8817.73	True
LW65	9.50	0.58569	0.58569	8641.85	8830.40	8830.40	True
LW65	9.67	0.56924	0.56924	8641.85	8817.80	8817.80	True
LW65	9.83	0.58569	0.58569	8641.85	8830.40	8830.40	True
LW65	10.00	0.59118	0.59118	8641.85	8834.60	8834.60	True
LW65	10.17	0.59588	0.59588	8641.85	8838.20	8838.20	True
LW65	10.33	0.59550	0.59550	8641.85	8837.91	8837.91	True
LW65	10.50	0.59666	0.59666	8641.85	8838.80	8838.80	True
LW65	10.67	0.59458	0.59458	8641.85	8837.20	8837.20	True
LW65	10.83	0.59431	0.59431	8641.85	8837.00	8837.00	True
LW65	11.00	0.59510	0.59510	8641.85	8837.60	8837.60	True
LW65	11.17	0.59849	0.59849	8641.85	8840.20	8840.20	True
LW65	11.33	0.61756	0.61756	8641.85	8854.80	8854.80	True
LW65	11.50	0.60144	0.60144	8641.85	8842.45	8842.45	True
LW65	11.67	0.60764	0.60764	8641.85	8847.20	8847.20	True
LW65	11.83	0.61077	0.61077	8641.85	8849.60	8849.60	True
LW65	12.00	0.61965	0.61965	8641.85	8856.40	8856.40	True
LW65	12.17	0.62331	0.62331	8641.85	8859.20	8859.20	True
LW65	12.33	0.62697	0.62697	8641.85	8862.00	8862.00	True
LW65	12.50	0.62590	0.62590	8641.85	8861.18	8861.18	True
LW65	12.67	0.62723	0.62723	8641.85	8862.20	8862.20	True
LW65	12.83	0.62671	0.62671	8641.85	8861.80	8861.80	True
LW65	13.00	0.62592	0.62592	8641.85	8861.20	8861.20	True
LW65	13.17	0.62462	0.62462	8641.85	8860.20	8860.20	True

This region contains a wide data table. Use horizontal scrolling to reveal additional columns when needed.

One sample, linked to its full context

Run and Inclusion Provenance

Sensor and Manufacturing Provenance

Sensor Features

Normalization Policy

Stored max-absolute-scaled response

Channels

Control display

Per-Sensor Baseline Diagnostics

Stored max-absolute-scaled response

Imported baseline-normalized

Source signal (no normalization)

Absolute baseline-relative change

Signed baseline-relative change

Baseline ratio

Baseline z-score

Raw Signal Plot

Immutable source signal

Configured Normalized Time-Series Plot

On-demand normalized signal

Selected-Sensor Time-Series Preview