05-29-26_C3.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_C3.xlsx	Well ID	C3
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	-0.54496	2.0-42.0 h
LW60	end_norm	-0.00602	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.01907	2.0-42.0 h
LW60	max_norm	-0.00068	2.0-42.0 h
LW60	min_norm	-0.01907	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	0.00015	2.0-42.0 h
LW61	auc_norm	4.09631	2.0-42.0 h
LW61	end_norm	0.15171	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.15171	2.0-42.0 h
LW61	max_norm	0.15171	2.0-42.0 h
LW61	min_norm	0.00747	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	0.00298	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	0.02365	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.00000	2.0-42.0 h
LW62	slope_norm		2.0-42.0 h
LW63	auc_norm	-17.67023	2.0-42.0 h
LW63	end_norm	-0.52574	2.0-42.0 h
LW63	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW63	max_abs_norm	0.52574	2.0-42.0 h
LW63	max_norm	-0.06295	2.0-42.0 h
LW63	min_norm	-0.52574	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	-0.00710	2.0-42.0 h
LW64	auc_norm	1.31081	2.0-42.0 h
LW64	end_norm	0.04657	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.05082	2.0-42.0 h
LW64	max_norm	0.05082	2.0-42.0 h
LW64	min_norm	-0.00495	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	0.00112	2.0-42.0 h
LW65	auc_norm	1.02056	2.0-42.0 h
LW65	end_norm	0.04043	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.04043	2.0-42.0 h
LW65	max_norm	0.04043	2.0-42.0 h
LW65	min_norm	0.00348	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	0.00074	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	51745.92000	127.07994	Ready
LW65	5	7349.56909	60.45845	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	6551.98–52207.00 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	6551.98–52207.00 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	6551.98–52207.00 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 h	6551.98–52207.00 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	51947.40	48373.82	48373.82	True
LW60	0.17	-0.09713	-0.09713	51947.40	51418.40	51418.40	True
LW60	0.33	-0.05757	-0.05757	51947.40	51551.80	51551.80	True
LW60	0.50	-0.01391	-0.01391	51947.40	51699.00	51699.00	True
LW60	0.67	0.01064	0.01064	51947.40	51781.80	51781.80	True
LW60	0.83	0.02019	0.02019	51947.40	51814.00	51814.00	True
LW60	1.00	0.04065	0.04065	51947.40	51883.00	51883.00	True
LW60	1.17	0.05020	0.05020	51947.40	51915.20	51915.20	True
LW60	1.33	0.06521	0.06521	51947.40	51965.80	51965.80	True
LW60	1.50	0.07066	0.07066	51947.40	51984.20	51984.20	True
LW60	1.67	0.06521	0.06521	51947.40	51965.80	51965.80	True
LW60	1.83	0.05429	0.05429	51947.40	51929.00	51929.00	True
LW60	2.00	0.04933	0.04933	51947.40	51912.27	51912.27	True
LW60	2.17	0.03656	0.03656	51947.40	51869.20	51869.20	True
LW60	2.33	0.02837	0.02837	51947.40	51841.60	51841.60	True
LW60	2.50	0.02155	0.02155	51947.40	51818.60	51818.60	True
LW60	2.67	0.01473	0.01473	51947.40	51795.60	51795.60	True
LW60	2.83	-0.00164	-0.00164	51947.40	51740.40	51740.40	True
LW60	3.00	-0.01019	-0.01019	51947.40	51711.55	51711.55	True
LW60	3.17	-0.02619	-0.02619	51947.40	51657.60	51657.60	True
LW60	3.33	-0.03165	-0.03165	51947.40	51639.20	51639.20	True
LW60	3.50	-0.04802	-0.04802	51947.40	51584.00	51584.00	True
LW60	3.67	-0.06439	-0.06439	51947.40	51528.80	51528.80	True
LW60	3.83	-0.06439	-0.06439	51947.40	51528.80	51528.80	True
LW60	4.00	-0.07803	-0.07803	51947.40	51482.80	51482.80	True
LW60	4.17	-0.08584	-0.08584	51947.40	51456.45	51456.45	True
LW60	4.33	-0.09985	-0.09985	51947.40	51409.20	51409.20	True
LW60	4.50	-0.11077	-0.11077	51947.40	51372.40	51372.40	True
LW60	4.67	-0.11622	-0.11622	51947.40	51354.00	51354.00	True
LW60	4.83	-0.12577	-0.12577	51947.40	51321.80	51321.80	True
LW60	5.00	-0.13669	-0.13669	51947.40	51285.00	51285.00	True
LW60	5.17	-0.14275	-0.14275	51947.40	51264.55	51264.55	True
LW60	5.33	-0.15140	-0.15140	51947.40	51235.40	51235.40	True
LW60	5.50	-0.15685	-0.15685	51947.40	51217.00	51217.00	True
LW60	5.67	-0.16367	-0.16367	51947.40	51194.00	51194.00	True
LW60	5.83	-0.17322	-0.17322	51947.40	51161.80	51161.80	True
LW60	6.00	-0.17731	-0.17731	51947.40	51148.00	51148.00	True
LW60	6.17	-0.17853	-0.17853	51947.40	51143.91	51143.91	True
LW60	6.33	-0.17998	-0.17998	51947.40	51139.00	51139.00	True
LW60	6.50	-0.18132	-0.18132	51947.40	51134.50	51134.50	True
LW60	6.67	-0.19066	-0.19066	51947.40	51103.00	51103.00	True
LW60	6.83	-0.19475	-0.19475	51947.40	51089.20	51089.20	True
LW60	7.00	-0.20157	-0.20157	51947.40	51066.20	51066.20	True
LW60	7.17	-0.20294	-0.20294	51947.40	51061.60	51061.60	True
LW60	7.33	-0.20678	-0.20678	51947.40	51048.64	51048.64	True
LW60	7.50	-0.21112	-0.21112	51947.40	51034.00	51034.00	True
LW60	7.67	-0.21521	-0.21521	51947.40	51020.20	51020.20	True
LW60	7.83	-0.21928	-0.21928	51947.40	51006.50	51006.50	True
LW60	8.00	-0.23268	-0.23268	51947.40	50961.30	50961.30	True
LW60	8.17	-0.22995	-0.22995	51947.40	50970.50	50970.50	True
LW60	8.33	-0.22522	-0.22522	51947.40	50986.45	50986.45	True
LW60	8.50	-0.22862	-0.22862	51947.40	50975.00	50975.00	True
LW60	8.67	-0.22995	-0.22995	51947.40	50970.50	50970.50	True
LW60	8.83	-0.23265	-0.23265	51947.40	50961.40	50961.40	True
LW60	9.00	-0.23401	-0.23401	51947.40	50956.80	50956.80	True
LW60	9.17	-0.23265	-0.23265	51947.40	50961.40	50961.40	True
LW60	9.33	-0.22886	-0.22886	51947.40	50974.18	50974.18	True
LW60	9.50	-0.22862	-0.22862	51947.40	50975.00	50975.00	True
LW60	9.67	-0.22995	-0.22995	51947.40	50970.50	50970.50	True
LW60	9.83	-0.22995	-0.22995	51947.40	50970.50	50970.50	True
LW60	10.00	-0.23129	-0.23129	51947.40	50966.00	50966.00	True
LW60	10.17	-0.23129	-0.23129	51947.40	50966.00	50966.00	True
LW60	10.33	-0.22886	-0.22886	51947.40	50974.18	50974.18	True
LW60	10.50	-0.22595	-0.22595	51947.40	50984.00	50984.00	True
LW60	10.67	-0.22595	-0.22595	51947.40	50984.00	50984.00	True
LW60	10.83	-0.23129	-0.23129	51947.40	50966.00	50966.00	True
LW60	11.00	-0.22728	-0.22728	51947.40	50979.50	50979.50	True
LW60	11.17	-0.22995	-0.22995	51947.40	50970.50	50970.50	True
LW60	11.33	-0.22058	-0.22058	51947.40	51002.10	51002.10	True
LW60	11.50	-0.22158	-0.22158	51947.40	50998.73	50998.73	True
LW60	11.67	-0.21794	-0.21794	51947.40	51011.00	51011.00	True
LW60	11.83	-0.22728	-0.22728	51947.40	50979.50	50979.50	True
LW60	12.00	-0.22061	-0.22061	51947.40	51002.00	51002.00	True
LW60	12.17	-0.21794	-0.21794	51947.40	51011.00	51011.00	True
LW60	12.33	-0.21521	-0.21521	51947.40	51020.20	51020.20	True
LW60	12.50	-0.21419	-0.21419	51947.40	51023.64	51023.64	True
LW60	12.67	-0.21521	-0.21521	51947.40	51020.20	51020.20	True
LW60	12.83	-0.21112	-0.21112	51947.40	51034.00	51034.00	True
LW60	13.00	-0.21248	-0.21248	51947.40	51029.40	51029.40	True
LW60	13.17	-0.20703	-0.20703	51947.40	51047.80	51047.80	True
LW65	0.00	-0.96164	-0.96164	7523.80	6802.27	6802.27	True
LW65	0.17	-0.24769	-0.24769	7523.80	7208.60	7208.60	True
LW65	0.33	-0.14262	-0.14262	7523.80	7268.40	7268.40	True
LW65	0.50	-0.05775	-0.05775	7523.80	7316.70	7316.70	True
LW65	0.67	0.00287	0.00287	7523.80	7351.20	7351.20	True
LW65	0.83	0.06753	0.06753	7523.80	7388.00	7388.00	True
LW65	1.00	0.12998	0.12998	7523.80	7423.55	7423.55	True
LW65	1.17	0.18068	0.18068	7523.80	7452.40	7452.40	True
LW65	1.33	0.23322	0.23322	7523.80	7482.30	7482.30	True
LW65	1.50	0.26959	0.26959	7523.80	7503.00	7503.00	True
LW65	1.67	0.29384	0.29384	7523.80	7516.80	7516.80	True
LW65	1.83	0.31843	0.31843	7523.80	7530.80	7530.80	True
LW65	2.00	0.35217	0.35217	7523.80	7550.00	7550.00	True
LW65	2.17	0.35217	0.35217	7523.80	7550.00	7550.00	True
LW65	2.33	0.37642	0.37642	7523.80	7563.80	7563.80	True
LW65	2.50	0.39258	0.39258	7523.80	7573.00	7573.00	True
LW65	2.67	0.39258	0.39258	7523.80	7573.00	7573.00	True
LW65	2.83	0.39258	0.39258	7523.80	7573.00	7573.00	True
LW65	3.00	0.40360	0.40360	7523.80	7579.27	7579.27	True
LW65	3.17	0.42087	0.42087	7523.80	7589.10	7589.10	True
LW65	3.33	0.42895	0.42895	7523.80	7593.70	7593.70	True
LW65	3.50	0.43300	0.43300	7523.80	7596.00	7596.00	True
LW65	3.67	0.43300	0.43300	7523.80	7596.00	7596.00	True
LW65	3.83	0.43300	0.43300	7523.80	7596.00	7596.00	True
LW65	4.00	0.43704	0.43704	7523.80	7598.30	7598.30	True
LW65	4.17	0.44034	0.44034	7523.80	7600.18	7600.18	True
LW65	4.33	0.43704	0.43704	7523.80	7598.30	7598.30	True
LW65	4.50	0.43704	0.43704	7523.80	7598.30	7598.30	True
LW65	4.67	0.44916	0.44916	7523.80	7605.20	7605.20	True
LW65	4.83	0.43300	0.43300	7523.80	7596.00	7596.00	True
LW65	5.00	0.44108	0.44108	7523.80	7600.60	7600.60	True
LW65	5.17	0.44769	0.44769	7523.80	7604.36	7604.36	True
LW65	5.33	0.46937	0.46937	7523.80	7616.70	7616.70	True
LW65	5.50	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	5.67	0.46937	0.46937	7523.80	7616.70	7616.70	True
LW65	5.83	0.46533	0.46533	7523.80	7614.40	7614.40	True
LW65	6.00	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	6.17	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	6.33	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	6.50	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	6.67	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	6.83	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	7.00	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	7.17	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	7.33	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	7.50	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	7.67	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	7.83	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	8.00	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	8.17	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	8.33	0.47708	0.47708	7523.80	7621.09	7621.09	True
LW65	8.50	0.47341	0.47341	7523.80	7619.00	7619.00	True
LW65	8.67	0.50170	0.50170	7523.80	7635.10	7635.10	True
LW65	8.83	0.49766	0.49766	7523.80	7632.80	7632.80	True
LW65	9.00	0.50170	0.50170	7523.80	7635.10	7635.10	True
LW65	9.17	0.50574	0.50574	7523.80	7637.40	7637.40	True
LW65	9.33	0.51382	0.51382	7523.80	7642.00	7642.00	True
LW65	9.50	0.51382	0.51382	7523.80	7642.00	7642.00	True
LW65	9.67	0.51382	0.51382	7523.80	7642.00	7642.00	True
LW65	9.83	0.51382	0.51382	7523.80	7642.00	7642.00	True
LW65	10.00	0.51786	0.51786	7523.80	7644.30	7644.30	True
LW65	10.17	0.51382	0.51382	7523.80	7642.00	7642.00	True
LW65	10.33	0.52117	0.52117	7523.80	7646.18	7646.18	True
LW65	10.50	0.52999	0.52999	7523.80	7651.20	7651.20	True
LW65	10.67	0.52594	0.52594	7523.80	7648.90	7648.90	True
LW65	10.83	0.51382	0.51382	7523.80	7642.00	7642.00	True
LW65	11.00	0.54211	0.54211	7523.80	7658.10	7658.10	True
LW65	11.17	0.54615	0.54615	7523.80	7660.40	7660.40	True
LW65	11.33	0.55423	0.55423	7523.80	7665.00	7665.00	True
LW65	11.50	0.55423	0.55423	7523.80	7665.00	7665.00	True
LW65	11.67	0.55423	0.55423	7523.80	7665.00	7665.00	True
LW65	11.83	0.55423	0.55423	7523.80	7665.00	7665.00	True
LW65	12.00	0.55423	0.55423	7523.80	7665.00	7665.00	True
LW65	12.17	0.55423	0.55423	7523.80	7665.00	7665.00	True
LW65	12.33	0.55827	0.55827	7523.80	7667.30	7667.30	True
LW65	12.50	0.56525	0.56525	7523.80	7671.27	7671.27	True
LW65	12.67	0.57848	0.57848	7523.80	7678.80	7678.80	True
LW65	12.83	0.57444	0.57444	7523.80	7676.50	7676.50	True
LW65	13.00	0.57848	0.57848	7523.80	7678.80	7678.80	True
LW65	13.17	0.59465	0.59465	7523.80	7688.00	7688.00	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