2026-03-27 A2.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: Pseudomonas aeruginosa
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Pseudomonas aeruginosa | Run: 2026-03-27 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	2026-03-27 inc5	Run date	2026-03-27
Media	LB	Incubator	inc5
Well file	2026-03-27 A2.xlsx	Well ID	A2
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 27853	Preprocessing	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	11.55899	2.0-42.0 h
LW60	end_norm	0.38156	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.38461	2.0-42.0 h
LW60	max_norm	0.38461	2.0-42.0 h
LW60	min_norm	0.00409	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	0.00830	2.0-42.0 h
LW61	auc_norm	24.13731	2.0-42.0 h
LW61	end_norm	0.82447	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.84657	2.0-42.0 h
LW61	max_norm	0.84657	2.0-42.0 h
LW61	min_norm	0.01219	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	0.01933	2.0-42.0 h
LW62	auc_norm	-17.42675	2.0-42.0 h
LW62	end_norm	-0.49393	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.51327	2.0-42.0 h
LW62	max_norm	-0.00043	2.0-42.0 h
LW62	min_norm	-0.51327	2.0-42.0 h
LW62	pct_abnormal_rows	0.00000	2.0-42.0 h
LW62	pct_missing_norm	0.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.00000	2.0-42.0 h
LW62	slope_norm	-0.00809	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	0.42946	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.36349	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm		2.0-42.0 h
LW64	end_norm		2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm		2.0-42.0 h
LW64	max_norm		2.0-42.0 h
LW64	min_norm		2.0-42.0 h
LW64	pct_abnormal_rows	0.00000	2.0-42.0 h
LW64	pct_missing_norm	1.00000	2.0-42.0 h
LW64	pct_saturated_rows	1.00000	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	5.87677	2.0-42.0 h
LW65	end_norm	0.19334	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.19396	2.0-42.0 h
LW65	max_norm	0.19396	2.0-42.0 h
LW65	min_norm	0.00521	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	0.00369	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 LB-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 522 source points

Control overlay: mean of 8 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	14776.02364	321.16276	Ready
LW65	5	7325.27273	143.39971	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	0.00–67.83 h	4820.73–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	4820.73–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	4820.73–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	4820.73–48539.60 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	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 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	-0.94012	-0.94012	15511.20	8476.27	8476.27	True
LW60	0.17	-0.20015	-0.20015	15511.20	13434.80	13434.80	True
LW60	0.33	-0.07165	-0.07165	15511.20	14295.90	14295.90	True
LW60	0.50	-0.02006	-0.02006	15511.20	14641.60	14641.60	True
LW60	0.67	0.00901	0.00901	15511.20	14836.40	14836.40	True
LW60	0.83	0.03265	0.03265	15511.20	14994.82	14994.82	True
LW60	1.00	0.05005	0.05005	15511.20	15111.40	15111.40	True
LW60	1.17	0.06826	0.06826	15511.20	15233.40	15233.40	True
LW60	1.33	0.08294	0.08294	15511.20	15331.80	15331.80	True
LW60	1.50	0.09565	0.09565	15511.20	15417.00	15417.00	True
LW60	1.67	0.10603	0.10603	15511.20	15486.50	15486.50	True
LW60	1.83	0.11340	0.11340	15511.20	15535.91	15535.91	True
LW60	2.00	0.11917	0.11917	15511.20	15574.60	15574.60	True
LW60	2.17	0.12426	0.12426	15511.20	15608.70	15608.70	True
LW60	2.33	0.12789	0.12789	15511.20	15633.00	15633.00	True
LW60	2.50	0.12869	0.12869	15511.20	15638.40	15638.40	True
LW60	2.67	0.13111	0.13111	15511.20	15654.60	15654.60	True
LW60	2.83	0.13485	0.13485	15511.20	15679.64	15679.64	True
LW60	3.00	0.13633	0.13633	15511.20	15689.60	15689.60	True
LW60	3.17	0.13983	0.13983	15511.20	15713.00	15713.00	True
LW60	3.33	0.14305	0.14305	15511.20	15734.60	15734.60	True
LW60	3.50	0.14909	0.14909	15511.20	15775.10	15775.10	True
LW60	3.67	0.15514	0.15514	15511.20	15815.60	15815.60	True
LW60	3.83	0.16388	0.16388	15511.20	15874.18	15874.18	True
LW60	4.00	0.17393	0.17393	15511.20	15941.50	15941.50	True
LW60	4.17	0.18803	0.18803	15511.20	16036.00	16036.00	True
LW60	4.33	0.20656	0.20656	15511.20	16160.20	16160.20	True
LW60	4.50	0.22792	0.22792	15511.20	16303.30	16303.30	True
LW60	4.67	0.25333	0.25333	15511.20	16473.60	16473.60	True
LW60	4.83	0.28240	0.28240	15511.20	16668.36	16668.36	True
LW60	5.00	0.31226	0.31226	15511.20	16868.50	16868.50	True
LW60	5.17	0.34165	0.34165	15511.20	17065.40	17065.40	True
LW60	5.33	0.36909	0.36909	15511.20	17249.30	17249.30	True
LW60	5.50	0.39292	0.39292	15511.20	17409.00	17409.00	True
LW60	5.67	0.40858	0.40858	15511.20	17513.90	17513.90	True
LW60	5.83	0.41975	0.41975	15511.20	17588.73	17588.73	True
LW60	6.00	0.42468	0.42468	15511.20	17621.80	17621.80	True
LW60	6.17	0.42802	0.42802	15511.20	17644.20	17644.20	True
LW60	6.33	0.42844	0.42844	15511.20	17647.00	17647.00	True
LW60	6.50	0.43046	0.43046	15511.20	17660.50	17660.50	True
LW60	6.67	0.43247	0.43247	15511.20	17674.00	17674.00	True
LW60	6.83	0.43475	0.43475	15511.20	17689.27	17689.27	True
LW60	7.00	0.43665	0.43665	15511.20	17702.00	17702.00	True
LW60	7.17	0.43874	0.43874	15511.20	17716.00	17716.00	True
LW60	7.33	0.44041	0.44041	15511.20	17727.20	17727.20	True
LW60	7.50	0.44486	0.44486	15511.20	17757.00	17757.00	True
LW60	7.67	0.44695	0.44695	15511.20	17771.00	17771.00	True
LW60	7.83	0.45169	0.45169	15511.20	17802.82	17802.82	True
LW60	8.00	0.45900	0.45900	15511.20	17851.80	17851.80	True
LW60	8.17	0.46811	0.46811	15511.20	17912.80	17912.80	True
LW60	8.33	0.47897	0.47897	15511.20	17985.60	17985.60	True
LW60	8.50	0.49303	0.49303	15511.20	18079.80	18079.80	True
LW60	8.67	0.50807	0.50807	15511.20	18180.60	18180.60	True
LW60	8.83	0.52357	0.52357	15511.20	18284.45	18284.45	True
LW60	9.00	0.53816	0.53816	15511.20	18382.20	18382.20	True
LW60	9.17	0.55111	0.55111	15511.20	18469.00	18469.00	True
LW60	9.33	0.56281	0.56281	15511.20	18547.40	18547.40	True
LW60	9.50	0.57329	0.57329	15511.20	18617.60	18617.60	True
LW60	9.67	0.58093	0.58093	15511.20	18668.80	18668.80	True
LW60	9.83	0.59020	0.59020	15511.20	18730.91	18730.91	True
LW60	10.00	0.59730	0.59730	15511.20	18778.50	18778.50	True
LW60	10.17	0.60531	0.60531	15511.20	18832.20	18832.20	True
LW60	10.33	0.61118	0.61118	15511.20	18871.50	18871.50	True
LW60	10.50	0.61800	0.61800	15511.20	18917.20	18917.20	True
LW60	10.67	0.62510	0.62510	15511.20	18964.80	18964.80	True
LW60	10.83	0.63084	0.63084	15511.20	19003.27	19003.27	True
LW60	11.00	0.63862	0.63862	15511.20	19055.40	19055.40	True
LW60	11.17	0.64328	0.64328	15511.20	19086.60	19086.60	True
LW60	11.33	0.65136	0.65136	15511.20	19140.80	19140.80	True
LW60	11.50	0.65689	0.65689	15511.20	19177.80	19177.80	True
LW60	11.67	0.66151	0.66151	15511.20	19208.80	19208.80	True
LW60	11.83	0.67048	0.67048	15511.20	19268.91	19268.91	True
LW60	12.00	0.67381	0.67381	15511.20	19291.20	19291.20	True
LW60	12.17	0.67724	0.67724	15511.20	19314.20	19314.20	True
LW60	12.33	0.68234	0.68234	15511.20	19348.40	19348.40	True
LW60	12.50	0.68575	0.68575	15511.20	19371.20	19371.20	True
LW60	12.67	0.68912	0.68912	15511.20	19393.80	19393.80	True
LW60	12.83	0.69486	0.69486	15511.20	19432.27	19432.27	True
LW60	13.00	0.69891	0.69891	15511.20	19459.40	19459.40	True
LW60	13.17	0.70192	0.70192	15511.20	19479.60	19479.60	True
LW65	0.00	-1.00000	-1.00000	7674.29	4820.73	4820.73	True
LW65	0.17	-0.23029	-0.23029	7674.29	6748.50	6748.50	True
LW65	0.33	-0.08424	-0.08424	7674.29	7114.30	7114.30	True
LW65	0.50	-0.02454	-0.02454	7674.29	7263.80	7263.80	True
LW65	0.67	0.00852	0.00852	7674.29	7346.60	7346.60	True
LW65	0.83	0.03757	0.03757	7674.29	7419.36	7419.36	True
LW65	1.00	0.06270	0.06270	7674.29	7482.30	7482.30	True
LW65	1.17	0.08593	0.08593	7674.29	7540.50	7540.50	True
LW65	1.33	0.10258	0.10258	7674.29	7582.20	7582.20	True
LW65	1.50	0.12003	0.12003	7674.29	7625.90	7625.90	True
LW65	1.67	0.13381	0.13381	7674.29	7660.40	7660.40	True
LW65	1.83	0.14490	0.14490	7674.29	7688.18	7688.18	True
LW65	2.00	0.15533	0.15533	7674.29	7714.30	7714.30	True
LW65	2.17	0.16084	0.16084	7674.29	7728.10	7728.10	True
LW65	2.33	0.16727	0.16727	7674.29	7744.20	7744.20	True
LW65	2.50	0.17278	0.17278	7674.29	7758.00	7758.00	True
LW65	2.67	0.17278	0.17278	7674.29	7758.00	7758.00	True
LW65	2.83	0.18029	0.18029	7674.29	7776.82	7776.82	True
LW65	3.00	0.18196	0.18196	7674.29	7781.00	7781.00	True
LW65	3.17	0.18963	0.18963	7674.29	7800.20	7800.20	True
LW65	3.33	0.19430	0.19430	7674.29	7811.90	7811.90	True
LW65	3.50	0.20073	0.20073	7674.29	7828.00	7828.00	True
LW65	3.67	0.20899	0.20899	7674.29	7848.70	7848.70	True
LW65	3.83	0.21742	0.21742	7674.29	7869.82	7869.82	True
LW65	4.00	0.22772	0.22772	7674.29	7895.60	7895.60	True
LW65	4.17	0.24337	0.24337	7674.29	7934.80	7934.80	True
LW65	4.33	0.26118	0.26118	7674.29	7979.40	7979.40	True
LW65	4.50	0.27978	0.27978	7674.29	8026.00	8026.00	True
LW65	4.67	0.30210	0.30210	7674.29	8081.90	8081.90	True
LW65	4.83	0.32933	0.32933	7674.29	8150.09	8150.09	True
LW65	5.00	0.35445	0.35445	7674.29	8213.00	8213.00	True
LW65	5.17	0.37772	0.37772	7674.29	8271.30	8271.30	True
LW65	5.33	0.39932	0.39932	7674.29	8325.40	8325.40	True
LW65	5.50	0.41617	0.41617	7674.29	8367.60	8367.60	True
LW65	5.67	0.42931	0.42931	7674.29	8400.50	8400.50	True
LW65	5.83	0.43564	0.43564	7674.29	8416.36	8416.36	True
LW65	6.00	0.43965	0.43965	7674.29	8426.40	8426.40	True
LW65	6.17	0.44348	0.44348	7674.29	8436.00	8436.00	True
LW65	6.33	0.44348	0.44348	7674.29	8436.00	8436.00	True
LW65	6.50	0.44348	0.44348	7674.29	8436.00	8436.00	True
LW65	6.67	0.44348	0.44348	7674.29	8436.00	8436.00	True
LW65	6.83	0.44348	0.44348	7674.29	8436.00	8436.00	True
LW65	7.00	0.44440	0.44440	7674.29	8438.30	8438.30	True
LW65	7.17	0.44440	0.44440	7674.29	8438.30	8438.30	True
LW65	7.33	0.44991	0.44991	7674.29	8452.10	8452.10	True
LW65	7.50	0.45267	0.45267	7674.29	8459.00	8459.00	True
LW65	7.67	0.45267	0.45267	7674.29	8459.00	8459.00	True
LW65	7.83	0.45267	0.45267	7674.29	8459.00	8459.00	True
LW65	8.00	0.45363	0.45363	7674.29	8461.40	8461.40	True
LW65	8.17	0.46129	0.46129	7674.29	8480.60	8480.60	True
LW65	8.33	0.46225	0.46225	7674.29	8483.00	8483.00	True
LW65	8.50	0.46868	0.46868	7674.29	8499.10	8499.10	True
LW65	8.67	0.47143	0.47143	7674.29	8506.00	8506.00	True
LW65	8.83	0.47492	0.47492	7674.29	8514.73	8514.73	True
LW65	9.00	0.48006	0.48006	7674.29	8527.60	8527.60	True
LW65	9.17	0.47814	0.47814	7674.29	8522.80	8522.80	True
LW65	9.33	0.47814	0.47814	7674.29	8522.80	8522.80	True
LW65	9.50	0.48102	0.48102	7674.29	8530.00	8530.00	True
LW65	9.67	0.48006	0.48006	7674.29	8527.60	8527.60	True
LW65	9.83	0.48102	0.48102	7674.29	8530.00	8530.00	True
LW65	10.00	0.48006	0.48006	7674.29	8527.60	8527.60	True
LW65	10.17	0.48006	0.48006	7674.29	8527.60	8527.60	True
LW65	10.33	0.48102	0.48102	7674.29	8530.00	8530.00	True
LW65	10.50	0.48485	0.48485	7674.29	8539.60	8539.60	True
LW65	10.67	0.48772	0.48772	7674.29	8546.80	8546.80	True
LW65	10.83	0.49060	0.49060	7674.29	8554.00	8554.00	True
LW65	11.00	0.49060	0.49060	7674.29	8554.00	8554.00	True
LW65	11.17	0.49060	0.49060	7674.29	8554.00	8554.00	True
LW65	11.33	0.49703	0.49703	7674.29	8570.10	8570.10	True
LW65	11.50	0.49978	0.49978	7674.29	8577.00	8577.00	True
LW65	11.67	0.50170	0.50170	7674.29	8581.80	8581.80	True
LW65	11.83	0.50762	0.50762	7674.29	8596.64	8596.64	True
LW65	12.00	0.50936	0.50936	7674.29	8601.00	8601.00	True
LW65	12.17	0.50841	0.50841	7674.29	8598.60	8598.60	True
LW65	12.33	0.50936	0.50936	7674.29	8601.00	8601.00	True
LW65	12.50	0.50936	0.50936	7674.29	8601.00	8601.00	True
LW65	12.67	0.51120	0.51120	7674.29	8605.60	8605.60	True
LW65	12.83	0.51187	0.51187	7674.29	8607.27	8607.27	True
LW65	13.00	0.51487	0.51487	7674.29	8614.80	8614.80	True
LW65	13.17	0.51579	0.51579	7674.29	8617.10	8617.10	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