2026-04-06 B2.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: Proteus mirabilis
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Proteus mirabilis | Run: 2026-04-06 inc4 | 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	2026-04-06 inc4	Run date	2026-04-06
Media	LB	Incubator	inc4
Well file	2026-04-06 B2.xlsx	Well ID	B2
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 29906	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	19.01981	2.0-42.0 h
LW60	end_norm	0.75333	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.75333	2.0-42.0 h
LW60	max_norm	0.75333	2.0-42.0 h
LW60	min_norm	-0.02516	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	0.01956	2.0-42.0 h
LW61	auc_norm	45.33892	2.0-42.0 h
LW61	end_norm	2.29985	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	2.29985	2.0-42.0 h
LW61	max_norm	2.29985	2.0-42.0 h
LW61	min_norm	-0.02908	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	0.05643	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	0.27848	2.0-42.0 h
LW62	slope_norm		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	0.29705	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.18523	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-22.51298	2.0-42.0 h
LW64	end_norm	-0.72774	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.72774	2.0-42.0 h
LW64	max_norm	0.12933	2.0-42.0 h
LW64	min_norm	-0.72774	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	-0.01432	2.0-42.0 h
LW65	auc_norm	17.32120	2.0-42.0 h
LW65	end_norm	0.69085	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.69085	2.0-42.0 h
LW65	max_norm	0.69085	2.0-42.0 h
LW65	min_norm	-0.02713	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	0.01857	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 808 source points

Control overlay: mean of 1 control sample 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	6091.40000	103.18408	Ready
LW65	5	8768.38000	236.13381	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	4692.18–49051.00 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	4692.18–49051.00 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	4692.18–49051.00 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	4692.18–49051.00 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	0.00–67.83 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	-0.16010	-0.16010	6112.38	5313.64	5313.64	True
LW60	0.17	-0.07483	-0.07483	6112.38	5727.90	5727.90	True
LW60	0.33	-0.03333	-0.03333	6112.38	5929.50	5929.50	True
LW60	0.50	-0.00739	-0.00739	6112.38	6055.50	6055.50	True
LW60	0.67	0.00601	0.00601	6112.38	6120.60	6120.60	True
LW60	0.83	0.01667	0.01667	6112.38	6172.40	6172.40	True
LW60	1.00	0.01803	0.01803	6112.38	6179.00	6179.00	True
LW60	1.17	0.01803	0.01803	6112.38	6179.00	6179.00	True
LW60	1.33	0.01803	0.01803	6112.38	6179.00	6179.00	True
LW60	1.50	0.01161	0.01161	6112.38	6147.80	6147.80	True
LW60	1.67	0.00741	0.00741	6112.38	6127.40	6127.40	True
LW60	1.83	0.00123	0.00123	6112.38	6097.36	6097.36	True
LW60	2.00	-0.00321	-0.00321	6112.38	6075.80	6075.80	True
LW60	2.17	-0.00818	-0.00818	6112.38	6051.67	6051.67	True
LW60	3.00	-0.02734	-0.02734	6112.38	5958.60	5958.60	True
LW60	3.17	-0.02686	-0.02686	6112.38	5960.90	5960.90	True
LW60	3.33	-0.01851	-0.01851	6112.38	6001.50	6001.50	True
LW60	3.50	-0.01110	-0.01110	6112.38	6037.50	6037.50	True
LW60	3.67	-0.00255	-0.00255	6112.38	6079.00	6079.00	True
LW60	3.83	0.00424	0.00424	6112.38	6112.00	6112.00	True
LW60	4.00	0.00972	0.00972	6112.38	6138.60	6138.60	True
LW60	4.17	0.01486	0.01486	6112.38	6163.60	6163.60	True
LW60	4.33	0.01851	0.01851	6112.38	6181.30	6181.30	True
LW60	4.50	0.02367	0.02367	6112.38	6206.40	6206.40	True
LW60	4.67	0.02816	0.02816	6112.38	6228.18	6228.18	True
LW60	4.83	0.03203	0.03203	6112.38	6247.00	6247.00	True
LW60	5.00	0.03520	0.03520	6112.38	6262.40	6262.40	True
LW60	5.17	0.03656	0.03656	6112.38	6269.00	6269.00	True
LW60	5.33	0.03987	0.03987	6112.38	6285.10	6285.10	True
LW60	5.50	0.04922	0.04922	6112.38	6330.50	6330.50	True
LW60	5.67	0.07558	0.07558	6112.38	6458.55	6458.55	True
LW60	5.83	0.12676	0.12676	6112.38	6707.20	6707.20	True
LW60	6.00	0.16853	0.16853	6112.38	6910.10	6910.10	True
LW60	6.17	0.19020	0.19020	6112.38	7015.40	7015.40	True
LW60	6.33	0.20299	0.20299	6112.38	7077.50	7077.50	True
LW60	6.50	0.21103	0.21103	6112.38	7116.60	7116.60	True
LW60	6.67	0.22214	0.22214	6112.38	7170.55	7170.55	True
LW60	6.83	0.23423	0.23423	6112.38	7229.30	7229.30	True
LW60	7.00	0.24512	0.24512	6112.38	7282.20	7282.20	True
LW60	7.17	0.25507	0.25507	6112.38	7330.50	7330.50	True
LW60	7.33	0.26453	0.26453	6112.38	7376.50	7376.50	True
LW60	7.50	0.27306	0.27306	6112.38	7417.90	7417.90	True
LW60	7.67	0.28024	0.28024	6112.38	7452.82	7452.82	True
LW60	7.83	0.28631	0.28631	6112.38	7482.30	7482.30	True
LW60	8.00	0.29057	0.29057	6112.38	7503.00	7503.00	True
LW60	8.17	0.29057	0.29057	6112.38	7503.00	7503.00	True
LW60	8.33	0.29057	0.29057	6112.38	7503.00	7503.00	True
LW60	8.50	0.29057	0.29057	6112.38	7503.00	7503.00	True
LW60	8.67	0.28670	0.28670	6112.38	7484.18	7484.18	True
LW60	8.83	0.28063	0.28063	6112.38	7454.70	7454.70	True
LW60	9.00	0.27495	0.27495	6112.38	7427.10	7427.10	True
LW60	9.17	0.27164	0.27164	6112.38	7411.00	7411.00	True
LW60	9.33	0.26690	0.26690	6112.38	7388.00	7388.00	True
LW60	9.50	0.26596	0.26596	6112.38	7383.40	7383.40	True
LW60	9.67	0.26690	0.26690	6112.38	7388.00	7388.00	True
LW60	9.83	0.27069	0.27069	6112.38	7406.40	7406.40	True
LW60	10.00	0.27448	0.27448	6112.38	7424.80	7424.80	True
LW60	10.17	0.27826	0.27826	6112.38	7443.20	7443.20	True
LW60	10.33	0.28300	0.28300	6112.38	7466.20	7466.20	True
LW60	10.50	0.28773	0.28773	6112.38	7489.20	7489.20	True
LW60	10.67	0.29187	0.29187	6112.38	7509.27	7509.27	True
LW60	10.83	0.29877	0.29877	6112.38	7542.80	7542.80	True
LW60	11.00	0.30309	0.30309	6112.38	7563.80	7563.80	True
LW60	11.17	0.30877	0.30877	6112.38	7591.40	7591.40	True
LW60	11.33	0.31540	0.31540	6112.38	7623.60	7623.60	True
LW60	11.50	0.32108	0.32108	6112.38	7651.20	7651.20	True
LW60	11.67	0.32607	0.32607	6112.38	7675.45	7675.45	True
LW60	11.83	0.33063	0.33063	6112.38	7697.60	7697.60	True
LW60	12.00	0.33596	0.33596	6112.38	7723.50	7723.50	True
LW60	12.17	0.34165	0.34165	6112.38	7751.10	7751.10	True
LW60	12.33	0.34591	0.34591	6112.38	7771.80	7771.80	True
LW60	12.50	0.35076	0.35076	6112.38	7795.40	7795.40	True
LW60	12.67	0.35704	0.35704	6112.38	7825.91	7825.91	True
LW60	12.83	0.36363	0.36363	6112.38	7857.90	7857.90	True
LW60	13.00	0.36991	0.36991	6112.38	7888.40	7888.40	True
LW60	13.17	0.37709	0.37709	6112.38	7923.30	7923.30	True
LW60	13.33	0.38333	0.38333	6112.38	7953.60	7953.60	True
LW60	13.50	0.39008	0.39008	6112.38	7986.40	7986.40	True
LW60	13.67	0.39801	0.39801	6112.38	8024.91	8024.91	True
LW60	13.83	0.40496	0.40496	6112.38	8058.70	8058.70	True
LW65	0.00	-0.25064	-0.25064	9025.04	7081.18	7081.18	True
LW65	0.17	-0.11618	-0.11618	9025.04	7986.30	7986.30	True
LW65	0.33	-0.05254	-0.05254	9025.04	8414.70	8414.70	True
LW65	0.50	-0.01579	-0.01579	9025.04	8662.10	8662.10	True
LW65	0.67	0.00846	0.00846	9025.04	8825.30	8825.30	True
LW65	0.83	0.02502	0.02502	9025.04	8936.80	8936.80	True
LW65	1.00	0.03485	0.03485	9025.04	9003.00	9003.00	True
LW65	1.17	0.04056	0.04056	9025.04	9041.40	9041.40	True
LW65	1.33	0.04198	0.04198	9025.04	9051.00	9051.00	True
LW65	1.50	0.04163	0.04163	9025.04	9048.60	9048.60	True
LW65	1.67	0.03913	0.03913	9025.04	9031.80	9031.80	True
LW65	1.83	0.03712	0.03712	9025.04	9018.27	9018.27	True
LW65	2.00	0.03414	0.03414	9025.04	8998.20	8998.20	True
LW65	2.17	0.03168	0.03168	9025.04	8981.67	8981.67	True
LW65	3.00	0.00176	0.00176	9025.04	8780.20	8780.20	True
LW65	3.17	0.00704	0.00704	9025.04	8815.80	8815.80	True
LW65	3.33	0.02396	0.02396	9025.04	8929.70	8929.70	True
LW65	3.50	0.03699	0.03699	9025.04	9017.40	9017.40	True
LW65	3.67	0.04837	0.04837	9025.04	9094.00	9094.00	True
LW65	3.83	0.05467	0.05467	9025.04	9136.40	9136.40	True
LW65	4.00	0.06109	0.06109	9025.04	9179.60	9179.60	True
LW65	4.17	0.06529	0.06529	9025.04	9207.90	9207.90	True
LW65	4.33	0.06914	0.06914	9025.04	9233.80	9233.80	True
LW65	4.50	0.07306	0.07306	9025.04	9260.20	9260.20	True
LW65	4.67	0.07637	0.07637	9025.04	9282.45	9282.45	True
LW65	4.83	0.08055	0.08055	9025.04	9310.60	9310.60	True
LW65	5.00	0.08269	0.08269	9025.04	9325.00	9325.00	True
LW65	5.17	0.08625	0.08625	9025.04	9349.00	9349.00	True
LW65	5.33	0.08875	0.08875	9025.04	9365.80	9365.80	True
LW65	5.50	0.09374	0.09374	9025.04	9399.40	9399.40	True
LW65	5.67	0.10424	0.10424	9025.04	9470.09	9470.09	True
LW65	5.83	0.12583	0.12583	9025.04	9615.40	9615.40	True
LW65	6.00	0.14758	0.14758	9025.04	9761.80	9761.80	True
LW65	6.17	0.16549	0.16549	9025.04	9882.40	9882.40	True
LW65	6.33	0.17732	0.17732	9025.04	9962.00	9962.00	True
LW65	6.50	0.18816	0.18816	9025.04	10035.00	10035.00	True
LW65	6.67	0.19890	0.19890	9025.04	10107.27	10107.27	True
LW65	6.83	0.20863	0.20863	9025.04	10172.80	10172.80	True
LW65	7.00	0.21729	0.21729	9025.04	10231.10	10231.10	True
LW65	7.17	0.22597	0.22597	9025.04	10289.50	10289.50	True
LW65	7.33	0.23461	0.23461	9025.04	10347.70	10347.70	True
LW65	7.50	0.24119	0.24119	9025.04	10392.00	10392.00	True
LW65	7.67	0.24789	0.24789	9025.04	10437.09	10437.09	True
LW65	7.83	0.25493	0.25493	9025.04	10484.50	10484.50	True
LW65	8.00	0.25929	0.25929	9025.04	10513.80	10513.80	True
LW65	8.17	0.26258	0.26258	9025.04	10536.00	10536.00	True
LW65	8.33	0.26621	0.26621	9025.04	10560.40	10560.40	True
LW65	8.50	0.26764	0.26764	9025.04	10570.00	10570.00	True
LW65	8.67	0.26764	0.26764	9025.04	10570.00	10570.00	True
LW65	8.83	0.26764	0.26764	9025.04	10570.00	10570.00	True
LW65	9.00	0.26728	0.26728	9025.04	10567.60	10567.60	True
LW65	9.17	0.26764	0.26764	9025.04	10570.00	10570.00	True
LW65	9.33	0.26875	0.26875	9025.04	10577.50	10577.50	True
LW65	9.50	0.27135	0.27135	9025.04	10595.00	10595.00	True
LW65	9.67	0.27427	0.27427	9025.04	10614.64	10614.64	True
LW65	9.83	0.27741	0.27741	9025.04	10635.80	10635.80	True
LW65	10.00	0.28182	0.28182	9025.04	10665.50	10665.50	True
LW65	10.17	0.28577	0.28577	9025.04	10692.10	10692.10	True
LW65	10.33	0.29090	0.29090	9025.04	10726.60	10726.60	True
LW65	10.50	0.29564	0.29564	9025.04	10758.50	10758.50	True
LW65	10.67	0.30109	0.30109	9025.04	10795.18	10795.18	True
LW65	10.83	0.30552	0.30552	9025.04	10825.00	10825.00	True
LW65	11.00	0.31170	0.31170	9025.04	10866.60	10866.60	True
LW65	11.17	0.31753	0.31753	9025.04	10905.90	10905.90	True
LW65	11.33	0.32414	0.32414	9025.04	10950.40	10950.40	True
LW65	11.50	0.33034	0.33034	9025.04	10992.10	10992.10	True
LW65	11.67	0.33598	0.33598	9025.04	11030.09	11030.09	True
LW65	11.83	0.34098	0.34098	9025.04	11063.70	11063.70	True
LW65	12.00	0.34652	0.34652	9025.04	11101.00	11101.00	True
LW65	12.17	0.35231	0.35231	9025.04	11140.00	11140.00	True
LW65	12.33	0.35714	0.35714	9025.04	11172.50	11172.50	True
LW65	12.50	0.36258	0.36258	9025.04	11209.10	11209.10	True
LW65	12.67	0.36898	0.36898	9025.04	11252.18	11252.18	True
LW65	12.83	0.37476	0.37476	9025.04	11291.10	11291.10	True
LW65	13.00	0.38284	0.38284	9025.04	11345.50	11345.50	True
LW65	13.17	0.38878	0.38878	9025.04	11385.50	11385.50	True
LW65	13.33	0.39472	0.39472	9025.04	11425.50	11425.50	True
LW65	13.50	0.40237	0.40237	9025.04	11477.00	11477.00	True
LW65	13.67	0.41021	0.41021	9025.04	11529.73	11529.73	True
LW65	13.83	0.41723	0.41723	9025.04	11577.00	11577.00	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