2026-04-15 A3.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: Gram-negative cocci
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Gram-negative cocci | Run: 2026-04-15 inc5 | Role: sample

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	2026-04-15 inc5	Run date	2026-04-15
Media	FB	Incubator	inc5
Well file	2026-04-15 A3.xlsx	Well ID	A3
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	NBF
Strain source	NBF	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	8.22201	2.0-42.0 h
LW60	end_norm	0.17395	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.40917	2.0-42.0 h
LW60	max_norm	0.40917	2.0-42.0 h
LW60	min_norm	-0.02768	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	-0.00157	2.0-42.0 h
LW61	auc_norm	23.75920	2.0-42.0 h
LW61	end_norm	0.63983	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.67930	2.0-42.0 h
LW61	max_norm	0.67930	2.0-42.0 h
LW61	min_norm	0.00952	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	0.00823	2.0-42.0 h
LW62	auc_norm	-5.04375	2.0-42.0 h
LW62	end_norm	0.01373	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.67223	2.0-42.0 h
LW62	max_norm	0.05096	2.0-42.0 h
LW62	min_norm	-0.67223	2.0-42.0 h
LW62	pct_abnormal_rows	0.12252	2.0-42.0 h
LW62	pct_missing_norm	0.11618	2.0-42.0 h
LW62	pct_saturated_rows	0.00000	2.0-42.0 h
LW62	slope_norm	0.00592	2.0-42.0 h
LW63	auc_norm		2.0-42.0 h
LW63	end_norm		2.0-42.0 h
LW63	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW63	max_abs_norm		2.0-42.0 h
LW63	max_norm		2.0-42.0 h
LW63	min_norm		2.0-42.0 h
LW63	pct_abnormal_rows	0.11494	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.08506	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-11.88199	2.0-42.0 h
LW64	end_norm	-0.23243	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.41166	2.0-42.0 h
LW64	max_norm	0.20903	2.0-42.0 h
LW64	min_norm	-0.41166	2.0-42.0 h
LW64	pct_abnormal_rows	0.00000	2.0-42.0 h
LW64	pct_missing_norm	0.00830	2.0-42.0 h
LW64	pct_saturated_rows	0.00996	2.0-42.0 h
LW64	slope_norm	-0.00078	2.0-42.0 h
LW65	auc_norm	5.18402	2.0-42.0 h
LW65	end_norm	0.10359	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.26274	2.0-42.0 h
LW65	max_norm	0.26274	2.0-42.0 h
LW65	min_norm	-0.03524	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	-0.00116	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 564 source points

Control overlay: mean of 5 control samples matched from the same dataset batch. 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	14111.31273	171.97553	Ready
LW65	5	6368.52000	88.30910	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	0.00–46.83 h	5521.00–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	5521.00–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	5521.00–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	5521.00–49923.62 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	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	-0.89653–1.00000 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	-0.35918	-0.35918	13574.78	11032.45	12309.00	True
LW60	0.17	-0.19044	-0.19044	13574.78	13155.70	13155.70	True
LW60	0.33	-0.05861	-0.05861	13574.78	13817.20	13817.20	True
LW60	0.50	0.00456	0.00456	13574.78	14134.20	14134.20	True
LW60	0.67	0.00871	0.00871	13574.78	14155.00	14155.00	True
LW60	0.83	0.01436	0.01436	13574.78	14183.36	14183.36	True
LW60	1.00	0.03099	0.03099	13574.78	14266.80	14266.80	True
LW60	1.17	0.03669	0.03669	13574.78	14295.40	14295.40	True
LW60	1.33	0.01337	0.01337	13574.78	14178.40	14178.40	True
LW60	1.50	-0.04777	-0.04777	13574.78	13871.60	13871.60	True
LW60	1.67	-0.09012	-0.09012	13574.78	13659.10	13659.10	True
LW60	1.83	-0.12373	-0.12373	13574.78	13490.45	13490.45	True
LW60	2.00	-0.14199	-0.14199	13574.78	13398.80	13398.80	True
LW60	2.17	-0.15182	-0.15182	13574.78	13349.50	13349.50	True
LW60	2.33	-0.15941	-0.15941	13574.78	13311.40	13311.40	True
LW60	2.50	-0.16148	-0.16148	13574.78	13301.00	13301.00	True
LW60	2.67	-0.16356	-0.16356	13574.78	13290.60	13290.60	True
LW60	2.83	-0.16938	-0.16938	13574.78	13261.36	13261.36	True
LW60	3.00	-0.17476	-0.17476	13574.78	13234.40	13234.40	True
LW60	3.17	-0.17683	-0.17683	13574.78	13224.00	13224.00	True
LW60	3.33	-0.18131	-0.18131	13574.78	13201.50	13201.50	True
LW60	3.50	-0.18181	-0.18181	13574.78	13199.00	13199.00	True
LW60	3.67	-0.18082	-0.18082	13574.78	13204.00	13204.00	True
LW60	3.83	-0.17310	-0.17310	13574.78	13242.73	13242.73	True
LW60	4.00	-0.13020	-0.13020	13574.78	13458.00	13458.00	True
LW60	4.17	-0.05136	-0.05136	13574.78	13853.60	13853.60	True
LW60	4.33	0.04512	0.04512	13574.78	14337.70	14337.70	True
LW60	4.50	0.15614	0.15614	13574.78	14894.80	14894.80	True
LW60	4.67	0.26609	0.26609	13574.78	15446.50	15446.50	True
LW60	4.83	0.38800	0.38800	13574.78	16058.27	16058.27	True
LW60	5.00	0.51416	0.51416	13574.78	16691.30	16691.30	True
LW60	5.17	0.62705	0.62705	13574.78	17257.80	17257.80	True
LW60	5.33	0.72110	0.72110	13574.78	17729.70	17729.70	True
LW60	5.50	0.79593	0.79593	13574.78	18105.20	18105.20	True
LW60	5.67	0.85113	0.85113	13574.78	18382.20	18382.20	True
LW60	5.83	0.88849	0.88849	13574.78	18569.64	18569.64	True
LW60	6.00	0.91327	0.91327	13574.78	18694.00	18694.00	True
LW60	6.17	0.92899	0.92899	13574.78	18772.90	18772.90	True
LW60	6.33	0.94137	0.94137	13574.78	18835.00	18835.00	True
LW60	6.50	0.95265	0.95265	13574.78	18891.60	18891.60	True
LW60	6.67	0.96501	0.96501	13574.78	18953.60	18953.60	True
LW60	6.83	0.97489	0.97489	13574.78	19003.18	19003.18	True
LW60	7.00	0.98362	0.98362	13574.78	19047.00	19047.00	True
LW60	7.17	0.99093	0.99093	13574.78	19083.70	19083.70	True
LW60	7.33	0.99777	0.99777	13574.78	19118.00	19118.00	True
LW60	7.50	0.99944	0.99944	13574.78	19126.40	19126.40	True
LW60	7.67	1.00000	1.00000	13574.78	19129.20	19129.20	True
LW60	7.83	0.99650	0.99650	13574.78	19111.64	19111.64	True
LW60	8.00	0.99436	0.99436	13574.78	19100.90	19100.90	True
LW60	8.17	0.98641	0.98641	13574.78	19061.00	19061.00	True
LW60	8.33	0.97800	0.97800	13574.78	19018.80	19018.80	True
LW60	8.50	0.96445	0.96445	13574.78	18950.80	18950.80	True
LW60	8.67	0.95094	0.95094	13574.78	18883.00	18883.00	True
LW60	8.83	0.93651	0.93651	13574.78	18810.64	18810.64	True
LW60	9.00	0.91997	0.91997	13574.78	18727.60	18727.60	True
LW60	9.17	0.90372	0.90372	13574.78	18646.10	18646.10	True
LW60	9.33	0.88517	0.88517	13574.78	18553.00	18553.00	True
LW60	9.50	0.86843	0.86843	13574.78	18469.00	18469.00	True
LW60	9.67	0.85057	0.85057	13574.78	18379.40	18379.40	True
LW60	9.83	0.83064	0.83064	13574.78	18279.36	18279.36	True
LW60	10.00	0.81096	0.81096	13574.78	18180.60	18180.60	True
LW60	10.17	0.79198	0.79198	13574.78	18085.40	18085.40	True
LW60	10.33	0.77263	0.77263	13574.78	17988.30	17988.30	True
LW60	10.50	0.75424	0.75424	13574.78	17896.00	17896.00	True
LW60	10.67	0.73714	0.73714	13574.78	17810.20	17810.20	True
LW60	10.83	0.72007	0.72007	13574.78	17724.55	17724.55	True
LW60	11.00	0.70234	0.70234	13574.78	17635.60	17635.60	True
LW60	11.17	0.68471	0.68471	13574.78	17547.10	17547.10	True
LW60	11.33	0.67094	0.67094	13574.78	17478.00	17478.00	True
LW60	11.50	0.65609	0.65609	13574.78	17403.50	17403.50	True
LW60	11.67	0.64180	0.64180	13574.78	17331.80	17331.80	True
LW60	11.83	0.62405	0.62405	13574.78	17242.73	17242.73	True
LW60	12.00	0.60892	0.60892	13574.78	17166.80	17166.80	True
LW60	12.17	0.59475	0.59475	13574.78	17095.70	17095.70	True
LW60	12.33	0.57779	0.57779	13574.78	17010.60	17010.60	True
LW60	12.50	0.56201	0.56201	13574.78	16931.40	16931.40	True
LW60	12.67	0.54294	0.54294	13574.78	16835.70	16835.70	True
LW60	12.83	0.52732	0.52732	13574.78	16757.36	16757.36	True
LW60	13.00	0.51031	0.51031	13574.78	16672.00	16672.00	True
LW60	13.17	0.49891	0.49891	13574.78	16614.80	16614.80	True
LW65	0.00	-0.50144	-0.50144	6381.93	5521.00	5521.00	True
LW65	0.17	-0.25300	-0.25300	6381.93	5940.90	5940.90	True
LW65	0.33	-0.08669	-0.08669	6381.93	6222.00	6222.00	True
LW65	0.50	-0.01054	-0.01054	6381.93	6350.70	6350.70	True
LW65	0.67	0.02294	0.02294	6381.93	6407.30	6407.30	True
LW65	0.83	0.03519	0.03519	6381.93	6428.00	6428.00	True
LW65	1.00	0.03910	0.03910	6381.93	6434.60	6434.60	True
LW65	1.17	0.05909	0.05909	6381.93	6468.40	6468.40	True
LW65	1.33	0.07400	0.07400	6381.93	6493.60	6493.60	True
LW65	1.50	0.06182	0.06182	6381.93	6473.00	6473.00	True
LW65	1.67	0.02833	0.02833	6381.93	6416.40	6416.40	True
LW65	1.83	-0.01246	-0.01246	6381.93	6347.45	6347.45	True
LW65	2.00	-0.04527	-0.04527	6381.93	6292.00	6292.00	True
LW65	2.17	-0.06148	-0.06148	6381.93	6264.60	6264.60	True
LW65	2.33	-0.07598	-0.07598	6381.93	6240.10	6240.10	True
LW65	2.50	-0.08278	-0.08278	6381.93	6228.60	6228.60	True
LW65	2.67	-0.08551	-0.08551	6381.93	6224.00	6224.00	True
LW65	2.83	-0.09616	-0.09616	6381.93	6206.00	6206.00	True
LW65	3.00	-0.10533	-0.10533	6381.93	6190.50	6190.50	True
LW65	3.17	-0.11213	-0.11213	6381.93	6179.00	6179.00	True
LW65	3.33	-0.11734	-0.11734	6381.93	6170.20	6170.20	True
LW65	3.50	-0.12515	-0.12515	6381.93	6157.00	6157.00	True
LW65	3.67	-0.12515	-0.12515	6381.93	6157.00	6157.00	True
LW65	3.83	-0.12515	-0.12515	6381.93	6157.00	6157.00	True
LW65	4.00	-0.08403	-0.08403	6381.93	6226.50	6226.50	True
LW65	4.17	0.00821	0.00821	6381.93	6382.40	6382.40	True
LW65	4.33	0.11560	0.11560	6381.93	6563.90	6563.90	True
LW65	4.50	0.22458	0.22458	6381.93	6748.10	6748.10	True
LW65	4.67	0.32587	0.32587	6381.93	6919.30	6919.30	True
LW65	4.83	0.43493	0.43493	6381.93	7103.64	7103.64	True
LW65	5.00	0.54602	0.54602	6381.93	7291.40	7291.40	True
LW65	5.17	0.64400	0.64400	6381.93	7457.00	7457.00	True
LW65	5.33	0.72074	0.72074	6381.93	7586.70	7586.70	True
LW65	5.50	0.78363	0.78363	6381.93	7693.00	7693.00	True
LW65	5.67	0.82895	0.82895	6381.93	7769.60	7769.60	True
LW65	5.83	0.86474	0.86474	6381.93	7830.09	7830.09	True
LW65	6.00	0.89226	0.89226	6381.93	7876.60	7876.60	True
LW65	6.17	0.91445	0.91445	6381.93	7914.10	7914.10	True
LW65	6.33	0.92533	0.92533	6381.93	7932.50	7932.50	True
LW65	6.50	0.94350	0.94350	6381.93	7963.20	7963.20	True
LW65	6.67	0.95450	0.95450	6381.93	7981.80	7981.80	True
LW65	6.83	0.96366	0.96366	6381.93	7997.27	7997.27	True
LW65	7.00	0.97355	0.97355	6381.93	8014.00	8014.00	True
LW65	7.17	0.98633	0.98633	6381.93	8035.60	8035.60	True
LW65	7.33	0.99184	0.99184	6381.93	8044.90	8044.90	True
LW65	7.50	0.98911	0.98911	6381.93	8040.30	8040.30	True
LW65	7.67	1.00000	1.00000	6381.93	8058.70	8058.70	True
LW65	7.83	0.99765	0.99765	6381.93	8054.73	8054.73	True
LW65	8.00	0.99184	0.99184	6381.93	8044.90	8044.90	True
LW65	8.17	0.98775	0.98775	6381.93	8038.00	8038.00	True
LW65	8.33	0.98349	0.98349	6381.93	8030.80	8030.80	True
LW65	8.50	0.97219	0.97219	6381.93	8011.70	8011.70	True
LW65	8.67	0.96131	0.96131	6381.93	7993.30	7993.30	True
LW65	8.83	0.95623	0.95623	6381.93	7984.73	7984.73	True
LW65	9.00	0.94628	0.94628	6381.93	7967.90	7967.90	True
LW65	9.17	0.92669	0.92669	6381.93	7934.80	7934.80	True
LW65	9.33	0.91445	0.91445	6381.93	7914.10	7914.10	True
LW65	9.50	0.89640	0.89640	6381.93	7883.60	7883.60	True
LW65	9.67	0.88800	0.88800	6381.93	7869.40	7869.40	True
LW65	9.83	0.87217	0.87217	6381.93	7842.64	7842.64	True
LW65	10.00	0.85670	0.85670	6381.93	7816.50	7816.50	True
LW65	10.17	0.83440	0.83440	6381.93	7778.80	7778.80	True
LW65	10.33	0.81801	0.81801	6381.93	7751.10	7751.10	True
LW65	10.50	0.80168	0.80168	6381.93	7723.50	7723.50	True
LW65	10.67	0.78919	0.78919	6381.93	7702.40	7702.40	True
LW65	10.83	0.77078	0.77078	6381.93	7671.27	7671.27	True
LW65	11.00	0.75618	0.75618	6381.93	7646.60	7646.60	True
LW65	11.17	0.74121	0.74121	6381.93	7621.30	7621.30	True
LW65	11.33	0.72488	0.72488	6381.93	7593.70	7593.70	True
LW65	11.50	0.71672	0.71672	6381.93	7579.90	7579.90	True
LW65	11.67	0.70447	0.70447	6381.93	7559.20	7559.20	True
LW65	11.83	0.69128	0.69128	6381.93	7536.91	7536.91	True
LW65	12.00	0.67938	0.67938	6381.93	7516.80	7516.80	True
LW65	12.17	0.67122	0.67122	6381.93	7503.00	7503.00	True
LW65	12.33	0.65353	0.65353	6381.93	7473.10	7473.10	True
LW65	12.50	0.63720	0.63720	6381.93	7445.50	7445.50	True
LW65	12.67	0.61815	0.61815	6381.93	7413.30	7413.30	True
LW65	12.83	0.60318	0.60318	6381.93	7388.00	7388.00	True
LW65	13.00	0.58821	0.58821	6381.93	7362.70	7362.70	True
LW65	13.17	0.57596	0.57596	6381.93	7342.00	7342.00	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