05-29-26_B4.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_B4.xlsx	Well ID	B4
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	-1.22151	2.0-42.0 h
LW60	end_norm	-0.01940	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.03946	2.0-42.0 h
LW60	max_norm	-0.00199	2.0-42.0 h
LW60	min_norm	-0.03946	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	0.00017	2.0-42.0 h
LW61	auc_norm	2.22029	2.0-42.0 h
LW61	end_norm	0.12122	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.12122	2.0-42.0 h
LW61	max_norm	0.12122	2.0-42.0 h
LW61	min_norm	0.00297	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	0.00322	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	1.00000	2.0-42.0 h
LW62	slope_norm		2.0-42.0 h
LW63	auc_norm	-13.99629	2.0-42.0 h
LW63	end_norm	-0.43837	2.0-42.0 h
LW63	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW63	max_abs_norm	0.43837	2.0-42.0 h
LW63	max_norm	-0.04186	2.0-42.0 h
LW63	min_norm	-0.43837	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	-0.00651	2.0-42.0 h
LW64	auc_norm	0.55442	2.0-42.0 h
LW64	end_norm	-0.08454	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.08454	2.0-42.0 h
LW64	max_norm	0.07952	2.0-42.0 h
LW64	min_norm	-0.08454	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	-0.00480	2.0-42.0 h
LW65	auc_norm	2.17185	2.0-42.0 h
LW65	end_norm	0.08198	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.08198	2.0-42.0 h
LW65	max_norm	0.08198	2.0-42.0 h
LW65	min_norm	0.00399	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	0.00167	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	20821.84727	101.53738	Ready
LW65	5	6212.85091	73.64738	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	5748.82–57283.88 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	5748.82–57283.88 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	5748.82–57283.88 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 h	5748.82–57283.88 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	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 h	-1.00000–1.00000 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	-1.00000	-1.00000	20883.20	19240.91	19240.91	True
LW60	0.17	-0.17107	-0.17107	20883.20	20551.40	20551.40	True
LW60	0.33	-0.09757	-0.09757	20883.20	20667.60	20667.60	True
LW60	0.50	-0.02381	-0.02381	20883.20	20784.20	20784.20	True
LW60	0.67	0.01496	0.01496	20883.20	20845.50	20845.50	True
LW60	0.83	0.03697	0.03697	20883.20	20880.30	20880.30	True
LW60	1.00	0.06945	0.06945	20883.20	20931.64	20931.64	True
LW60	1.17	0.08163	0.08163	20883.20	20950.90	20950.90	True
LW60	1.33	0.07031	0.07031	20883.20	20933.00	20933.00	True
LW60	1.50	0.06272	0.06272	20883.20	20921.00	20921.00	True
LW60	1.67	0.04431	0.04431	20883.20	20891.90	20891.90	True
LW60	1.83	0.03330	0.03330	20883.20	20874.50	20874.50	True
LW60	2.00	0.01246	0.01246	20883.20	20841.55	20841.55	True
LW60	2.17	-0.01635	-0.01635	20883.20	20796.00	20796.00	True
LW60	2.33	-0.01825	-0.01825	20883.20	20793.00	20793.00	True
LW60	2.50	-0.04804	-0.04804	20883.20	20745.90	20745.90	True
LW60	2.67	-0.07189	-0.07189	20883.20	20708.20	20708.20	True
LW60	2.83	-0.08473	-0.08473	20883.20	20687.90	20687.90	True
LW60	3.00	-0.11157	-0.11157	20883.20	20645.45	20645.45	True
LW60	3.17	-0.12325	-0.12325	20883.20	20627.00	20627.00	True
LW60	3.33	-0.14343	-0.14343	20883.20	20595.10	20595.10	True
LW60	3.50	-0.15993	-0.15993	20883.20	20569.00	20569.00	True
LW60	3.67	-0.18018	-0.18018	20883.20	20537.00	20537.00	True
LW60	3.83	-0.19536	-0.19536	20883.20	20513.00	20513.00	True
LW60	4.00	-0.20643	-0.20643	20883.20	20495.50	20495.50	True
LW60	4.17	-0.22060	-0.22060	20883.20	20473.09	20473.09	True
LW60	4.33	-0.23394	-0.23394	20883.20	20452.00	20452.00	True
LW60	4.50	-0.24862	-0.24862	20883.20	20428.80	20428.80	True
LW60	4.67	-0.25595	-0.25595	20883.20	20417.20	20417.20	True
LW60	4.83	-0.26879	-0.26879	20883.20	20396.90	20396.90	True
LW60	5.00	-0.27063	-0.27063	20883.20	20394.00	20394.00	True
LW60	5.17	-0.28397	-0.28397	20883.20	20372.91	20372.91	True
LW60	5.33	-0.29631	-0.29631	20883.20	20353.40	20353.40	True
LW60	5.50	-0.30732	-0.30732	20883.20	20336.00	20336.00	True
LW60	5.67	-0.31832	-0.31832	20883.20	20318.60	20318.60	True
LW60	5.83	-0.32566	-0.32566	20883.20	20307.00	20307.00	True
LW60	6.00	-0.33097	-0.33097	20883.20	20298.60	20298.60	True
LW60	6.17	-0.34337	-0.34337	20883.20	20279.00	20279.00	True
LW60	6.33	-0.35438	-0.35438	20883.20	20261.60	20261.60	True
LW60	6.50	-0.35805	-0.35805	20883.20	20255.80	20255.80	True
LW60	6.67	-0.36171	-0.36171	20883.20	20250.00	20250.00	True
LW60	6.83	-0.36355	-0.36355	20883.20	20247.10	20247.10	True
LW60	7.00	-0.37639	-0.37639	20883.20	20226.80	20226.80	True
LW60	7.17	-0.38006	-0.38006	20883.20	20221.00	20221.00	True
LW60	7.33	-0.39173	-0.39173	20883.20	20202.55	20202.55	True
LW60	7.50	-0.39840	-0.39840	20883.20	20192.00	20192.00	True
LW60	7.67	-0.40207	-0.40207	20883.20	20186.20	20186.20	True
LW60	7.83	-0.40390	-0.40390	20883.20	20183.30	20183.30	True
LW60	8.00	-0.40574	-0.40574	20883.20	20180.40	20180.40	True
LW60	8.17	-0.41491	-0.41491	20883.20	20165.90	20165.90	True
LW60	8.33	-0.42008	-0.42008	20883.20	20157.73	20157.73	True
LW60	8.50	-0.42775	-0.42775	20883.20	20145.60	20145.60	True
LW60	8.67	-0.43325	-0.43325	20883.20	20136.90	20136.90	True
LW60	8.83	-0.43509	-0.43509	20883.20	20134.00	20134.00	True
LW60	9.00	-0.43509	-0.43509	20883.20	20134.00	20134.00	True
LW60	9.17	-0.43509	-0.43509	20883.20	20134.00	20134.00	True
LW60	9.33	-0.43509	-0.43509	20883.20	20134.00	20134.00	True
LW60	9.50	-0.43509	-0.43509	20883.20	20134.00	20134.00	True
LW60	9.67	-0.43692	-0.43692	20883.20	20131.10	20131.10	True
LW60	9.83	-0.44426	-0.44426	20883.20	20119.50	20119.50	True
LW60	10.00	-0.44609	-0.44609	20883.20	20116.60	20116.60	True
LW60	10.17	-0.45343	-0.45343	20883.20	20105.00	20105.00	True
LW60	10.33	-0.45176	-0.45176	20883.20	20107.64	20107.64	True
LW60	10.50	-0.45527	-0.45527	20883.20	20102.10	20102.10	True
LW60	10.67	-0.45343	-0.45343	20883.20	20105.00	20105.00	True
LW60	10.83	-0.45343	-0.45343	20883.20	20105.00	20105.00	True
LW60	11.00	-0.45527	-0.45527	20883.20	20102.10	20102.10	True
LW60	11.17	-0.45343	-0.45343	20883.20	20105.00	20105.00	True
LW60	11.33	-0.45710	-0.45710	20883.20	20099.20	20099.20	True
LW60	11.50	-0.46177	-0.46177	20883.20	20091.82	20091.82	True
LW60	11.67	-0.45343	-0.45343	20883.20	20105.00	20105.00	True
LW60	11.83	-0.46811	-0.46811	20883.20	20081.80	20081.80	True
LW60	12.00	-0.46260	-0.46260	20883.20	20090.50	20090.50	True
LW60	12.17	-0.46627	-0.46627	20883.20	20084.70	20084.70	True
LW60	12.33	-0.46444	-0.46444	20883.20	20087.60	20087.60	True
LW60	12.50	-0.47178	-0.47178	20883.20	20076.00	20076.00	True
LW60	12.67	-0.46811	-0.46811	20883.20	20081.80	20081.80	True
LW60	12.83	-0.47178	-0.47178	20883.20	20076.00	20076.00	True
LW60	13.00	-0.46627	-0.46627	20883.20	20084.70	20084.70	True
LW60	13.17	-0.46627	-0.46627	20883.20	20084.70	20084.70	True
LW65	0.00	-0.61711	-0.61711	6424.35	5748.82	5748.82	True
LW65	0.17	-0.21218	-0.21218	6424.35	6053.30	6053.30	True
LW65	0.33	-0.13159	-0.13159	6424.35	6113.90	6113.90	True
LW65	0.50	-0.05366	-0.05366	6424.35	6172.50	6172.50	True
LW65	0.67	0.00312	0.00312	6424.35	6215.20	6215.20	True
LW65	0.83	0.06297	0.06297	6424.35	6260.20	6260.20	True
LW65	1.00	0.11916	0.11916	6424.35	6302.45	6302.45	True
LW65	1.17	0.16829	0.16829	6424.35	6339.40	6339.40	True
LW65	1.33	0.20739	0.20739	6424.35	6368.80	6368.80	True
LW65	1.50	0.23718	0.23718	6424.35	6391.20	6391.20	True
LW65	1.67	0.26471	0.26471	6424.35	6411.90	6411.90	True
LW65	1.83	0.29782	0.29782	6424.35	6436.80	6436.80	True
LW65	2.00	0.31538	0.31538	6424.35	6450.00	6450.00	True
LW65	2.17	0.32456	0.32456	6424.35	6456.90	6456.90	True
LW65	2.33	0.35208	0.35208	6424.35	6477.60	6477.60	True
LW65	2.50	0.37655	0.37655	6424.35	6496.00	6496.00	True
LW65	2.67	0.38240	0.38240	6424.35	6500.40	6500.40	True
LW65	2.83	0.40581	0.40581	6424.35	6518.00	6518.00	True
LW65	3.00	0.41137	0.41137	6424.35	6522.18	6522.18	True
LW65	3.17	0.43640	0.43640	6424.35	6541.00	6541.00	True
LW65	3.33	0.43640	0.43640	6424.35	6541.00	6541.00	True
LW65	3.50	0.43640	0.43640	6424.35	6541.00	6541.00	True
LW65	3.67	0.45781	0.45781	6424.35	6557.10	6557.10	True
LW65	3.83	0.46699	0.46699	6424.35	6564.00	6564.00	True
LW65	4.00	0.46699	0.46699	6424.35	6564.00	6564.00	True
LW65	4.17	0.46699	0.46699	6424.35	6564.00	6564.00	True
LW65	4.33	0.49451	0.49451	6424.35	6584.70	6584.70	True
LW65	4.50	0.49757	0.49757	6424.35	6587.00	6587.00	True
LW65	4.67	0.49757	0.49757	6424.35	6587.00	6587.00	True
LW65	4.83	0.49757	0.49757	6424.35	6587.00	6587.00	True
LW65	5.00	0.51805	0.51805	6424.35	6602.40	6602.40	True
LW65	5.17	0.52417	0.52417	6424.35	6607.00	6607.00	True
LW65	5.33	0.52683	0.52683	6424.35	6609.00	6609.00	True
LW65	5.50	0.52683	0.52683	6424.35	6609.00	6609.00	True
LW65	5.67	0.52683	0.52683	6424.35	6609.00	6609.00	True
LW65	5.83	0.52683	0.52683	6424.35	6609.00	6609.00	True
LW65	6.00	0.52683	0.52683	6424.35	6609.00	6609.00	True
LW65	6.17	0.52961	0.52961	6424.35	6611.09	6611.09	True
LW65	6.33	0.54212	0.54212	6424.35	6620.50	6620.50	True
LW65	6.50	0.54824	0.54824	6424.35	6625.10	6625.10	True
LW65	6.67	0.55742	0.55742	6424.35	6632.00	6632.00	True
LW65	6.83	0.55742	0.55742	6424.35	6632.00	6632.00	True
LW65	7.00	0.55742	0.55742	6424.35	6632.00	6632.00	True
LW65	7.17	0.55742	0.55742	6424.35	6632.00	6632.00	True
LW65	7.33	0.55742	0.55742	6424.35	6632.00	6632.00	True
LW65	7.50	0.55742	0.55742	6424.35	6632.00	6632.00	True
LW65	7.67	0.55742	0.55742	6424.35	6632.00	6632.00	True
LW65	7.83	0.55742	0.55742	6424.35	6632.00	6632.00	True
LW65	8.00	0.55742	0.55742	6424.35	6632.00	6632.00	True
LW65	8.17	0.55742	0.55742	6424.35	6632.00	6632.00	True
LW65	8.33	0.56576	0.56576	6424.35	6638.27	6638.27	True
LW65	8.50	0.56659	0.56659	6424.35	6638.90	6638.90	True
LW65	8.67	0.58189	0.58189	6424.35	6650.40	6650.40	True
LW65	8.83	0.58800	0.58800	6424.35	6655.00	6655.00	True
LW65	9.00	0.58800	0.58800	6424.35	6655.00	6655.00	True
LW65	9.17	0.58800	0.58800	6424.35	6655.00	6655.00	True
LW65	9.33	0.58800	0.58800	6424.35	6655.00	6655.00	True
LW65	9.50	0.58800	0.58800	6424.35	6655.00	6655.00	True
LW65	9.67	0.58800	0.58800	6424.35	6655.00	6655.00	True
LW65	9.83	0.58800	0.58800	6424.35	6655.00	6655.00	True
LW65	10.00	0.59106	0.59106	6424.35	6657.30	6657.30	True
LW65	10.17	0.59412	0.59412	6424.35	6659.60	6659.60	True
LW65	10.33	0.61025	0.61025	6424.35	6671.73	6671.73	True
LW65	10.50	0.60942	0.60942	6424.35	6671.10	6671.10	True
LW65	10.67	0.61553	0.61553	6424.35	6675.70	6675.70	True
LW65	10.83	0.61859	0.61859	6424.35	6678.00	6678.00	True
LW65	11.00	0.61859	0.61859	6424.35	6678.00	6678.00	True
LW65	11.17	0.61859	0.61859	6424.35	6678.00	6678.00	True
LW65	11.33	0.61859	0.61859	6424.35	6678.00	6678.00	True
LW65	11.50	0.61859	0.61859	6424.35	6678.00	6678.00	True
LW65	11.67	0.61859	0.61859	6424.35	6678.00	6678.00	True
LW65	11.83	0.61859	0.61859	6424.35	6678.00	6678.00	True
LW65	12.00	0.61859	0.61859	6424.35	6678.00	6678.00	True
LW65	12.17	0.61859	0.61859	6424.35	6678.00	6678.00	True
LW65	12.33	0.63322	0.63322	6424.35	6689.00	6689.00	True
LW65	12.50	0.61859	0.61859	6424.35	6678.00	6678.00	True
LW65	12.67	0.63615	0.63615	6424.35	6691.20	6691.20	True
LW65	12.83	0.64200	0.64200	6424.35	6695.60	6695.60	True
LW65	13.00	0.64785	0.64785	6424.35	6700.00	6700.00	True
LW65	13.17	0.64785	0.64785	6424.35	6700.00	6700.00	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