2026-04-22 C2.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: Streptococcus pyogenes
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Streptococcus pyogenes | Run: 2026-04-22 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	2026-04-22 inc5	Run date	2026-04-22
Media	FB	Incubator	inc5
Well file	2026-04-22 C2.xlsx	Well ID	C2
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 19615
Strain source	ATCC 19615	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	1.99352	2.0-42.0 h
LW60	end_norm	0.04637	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.07816	2.0-42.0 h
LW60	max_norm	0.07816	2.0-42.0 h
LW60	min_norm	-0.00320	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	0.00054	2.0-42.0 h
LW61	auc_norm	8.40377	2.0-42.0 h
LW61	end_norm	3.23850	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	3.23850	2.0-42.0 h
LW61	max_norm	3.23850	2.0-42.0 h
LW61	min_norm	0.04668	2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	0.73444	2.0-42.0 h
LW61	pct_saturated_rows	0.73485	2.0-42.0 h
LW61	slope_norm	0.21598	2.0-42.0 h
LW62	auc_norm	-1.24623	2.0-42.0 h
LW62	end_norm	-0.00457	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.22226	2.0-42.0 h
LW62	max_norm	0.01863	2.0-42.0 h
LW62	min_norm	-0.22226	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	0.00278	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	0.00000	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.22293	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	0.14855	2.0-42.0 h
LW64	pct_missing_norm	1.00000	2.0-42.0 h
LW64	pct_saturated_rows	0.00000	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	1.53215	2.0-42.0 h
LW65	end_norm	0.03321	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.08177	2.0-42.0 h
LW65	max_norm	0.08177	2.0-42.0 h
LW65	min_norm	-0.01273	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	0.00005	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 536 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	8843.65455	111.84082	Ready
LW65	5	5147.03818	73.55808	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	0.00–44.50 h	4606.18–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	4606.18–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	4606.18–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 h	4606.18–49923.62 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	0.00–44.50 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 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	9060.82	7590.27	7590.27	True
LW60	0.17	-0.22950	-0.22950	9060.82	8556.00	8556.00	True
LW60	0.33	-0.12794	-0.12794	9060.82	8683.30	8683.30	True
LW60	0.50	-0.04688	-0.04688	9060.82	8784.90	8784.90	True
LW60	0.67	0.01767	0.01767	9060.82	8865.80	8865.80	True
LW60	0.83	0.06091	0.06091	9060.82	8920.00	8920.00	True
LW60	1.00	0.09623	0.09623	9060.82	8964.27	8964.27	True
LW60	1.17	0.12522	0.12522	9060.82	9000.60	9000.60	True
LW60	1.33	0.15011	0.15011	9060.82	9031.80	9031.80	True
LW60	1.50	0.16543	0.16543	9060.82	9051.00	9051.00	True
LW60	1.67	0.16543	0.16543	9060.82	9051.00	9051.00	True
LW60	1.83	0.18110	0.18110	9060.82	9070.64	9070.64	True
LW60	2.00	0.18458	0.18458	9060.82	9075.00	9075.00	True
LW60	2.17	0.18458	0.18458	9060.82	9075.00	9075.00	True
LW60	2.33	0.18458	0.18458	9060.82	9075.00	9075.00	True
LW60	2.50	0.18458	0.18458	9060.82	9075.00	9075.00	True
LW60	2.67	0.18458	0.18458	9060.82	9075.00	9075.00	True
LW60	2.83	0.18458	0.18458	9060.82	9075.00	9075.00	True
LW60	3.00	0.18458	0.18458	9060.82	9075.00	9075.00	True
LW60	3.17	0.18266	0.18266	9060.82	9072.60	9072.60	True
LW60	3.33	0.18266	0.18266	9060.82	9072.60	9072.60	True
LW60	3.50	0.16926	0.16926	9060.82	9055.80	9055.80	True
LW60	3.67	0.16543	0.16543	9060.82	9051.00	9051.00	True
LW60	3.83	0.16543	0.16543	9060.82	9051.00	9051.00	True
LW60	4.00	0.16543	0.16543	9060.82	9051.00	9051.00	True
LW60	4.17	0.16543	0.16543	9060.82	9051.00	9051.00	True
LW60	4.33	0.16543	0.16543	9060.82	9051.00	9051.00	True
LW60	4.50	0.16543	0.16543	9060.82	9051.00	9051.00	True
LW60	4.67	0.15203	0.15203	9060.82	9034.20	9034.20	True
LW60	4.83	0.15498	0.15498	9060.82	9037.91	9037.91	True
LW60	5.00	0.16351	0.16351	9060.82	9048.60	9048.60	True
LW60	5.17	0.15394	0.15394	9060.82	9036.60	9036.60	True
LW60	5.33	0.15011	0.15011	9060.82	9031.80	9031.80	True
LW60	5.50	0.15777	0.15777	9060.82	9041.40	9041.40	True
LW60	5.67	0.16543	0.16543	9060.82	9051.00	9051.00	True
LW60	5.83	0.16543	0.16543	9060.82	9051.00	9051.00	True
LW60	6.00	0.16543	0.16543	9060.82	9051.00	9051.00	True
LW60	6.17	0.18266	0.18266	9060.82	9072.60	9072.60	True
LW60	6.33	0.18458	0.18458	9060.82	9075.00	9075.00	True
LW60	6.50	0.20109	0.20109	9060.82	9095.70	9095.70	True
LW60	6.67	0.22591	0.22591	9060.82	9126.80	9126.80	True
LW60	6.83	0.26037	0.26037	9060.82	9170.00	9170.00	True
LW60	7.00	0.29987	0.29987	9060.82	9219.50	9219.50	True
LW60	7.17	0.33808	0.33808	9060.82	9267.40	9267.40	True
LW60	7.33	0.37255	0.37255	9060.82	9310.60	9310.60	True
LW60	7.50	0.40319	0.40319	9060.82	9349.00	9349.00	True
LW60	7.67	0.43382	0.43382	9060.82	9387.40	9387.40	True
LW60	7.83	0.45628	0.45628	9060.82	9415.55	9415.55	True
LW60	8.00	0.47786	0.47786	9060.82	9442.60	9442.60	True
LW60	8.17	0.49127	0.49127	9060.82	9459.40	9459.40	True
LW60	8.33	0.50850	0.50850	9060.82	9481.00	9481.00	True
LW60	8.50	0.52573	0.52573	9060.82	9502.60	9502.60	True
LW60	8.67	0.53914	0.53914	9060.82	9519.40	9519.40	True
LW60	8.83	0.56072	0.56072	9060.82	9546.45	9546.45	True
LW60	9.00	0.57743	0.57743	9060.82	9567.40	9567.40	True
LW60	9.17	0.60041	0.60041	9060.82	9596.20	9596.20	True
LW60	9.33	0.62339	0.62339	9060.82	9625.00	9625.00	True
LW60	9.50	0.64062	0.64062	9060.82	9646.60	9646.60	True
LW60	9.67	0.66169	0.66169	9060.82	9673.00	9673.00	True
LW60	9.83	0.68258	0.68258	9060.82	9699.18	9699.18	True
LW60	10.00	0.69615	0.69615	9060.82	9716.20	9716.20	True
LW60	10.17	0.69998	0.69998	9060.82	9721.00	9721.00	True
LW60	10.33	0.71147	0.71147	9060.82	9735.40	9735.40	True
LW60	10.50	0.71913	0.71913	9060.82	9745.00	9745.00	True
LW60	10.67	0.73062	0.73062	9060.82	9759.40	9759.40	True
LW60	10.83	0.73306	0.73306	9060.82	9762.45	9762.45	True
LW60	11.00	0.73828	0.73828	9060.82	9769.00	9769.00	True
LW60	11.17	0.73828	0.73828	9060.82	9769.00	9769.00	True
LW60	11.33	0.73828	0.73828	9060.82	9769.00	9769.00	True
LW60	11.50	0.73828	0.73828	9060.82	9769.00	9769.00	True
LW60	11.67	0.73828	0.73828	9060.82	9769.00	9769.00	True
LW60	11.83	0.73828	0.73828	9060.82	9769.00	9769.00	True
LW60	12.00	0.73445	0.73445	9060.82	9764.20	9764.20	True
LW60	12.17	0.72296	0.72296	9060.82	9749.80	9749.80	True
LW60	12.33	0.71913	0.71913	9060.82	9745.00	9745.00	True
LW60	12.50	0.71913	0.71913	9060.82	9745.00	9745.00	True
LW60	12.67	0.71913	0.71913	9060.82	9745.00	9745.00	True
LW60	12.83	0.70695	0.70695	9060.82	9729.73	9729.73	True
LW60	13.00	0.69998	0.69998	9060.82	9721.00	9721.00	True
LW60	13.17	0.69998	0.69998	9060.82	9721.00	9721.00	True
LW65	0.00	-0.98999	-0.98999	5263.00	4606.18	4606.18	True
LW65	0.17	-0.41557	-0.41557	5263.00	4920.00	4920.00	True
LW65	0.33	-0.19721	-0.19721	5263.00	5039.30	5039.30	True
LW65	0.50	-0.06743	-0.06743	5263.00	5110.20	5110.20	True
LW65	0.67	0.02922	0.02922	5263.00	5163.00	5163.00	True
LW65	0.83	0.10170	0.10170	5263.00	5202.60	5202.60	True
LW65	1.00	0.13372	0.13372	5263.00	5220.09	5220.09	True
LW65	1.17	0.16778	0.16778	5263.00	5238.70	5238.70	True
LW65	1.33	0.18407	0.18407	5263.00	5247.60	5247.60	True
LW65	1.50	0.21226	0.21226	5263.00	5263.00	5263.00	True
LW65	1.67	0.21226	0.21226	5263.00	5263.00	5263.00	True
LW65	1.83	0.21226	0.21226	5263.00	5263.00	5263.00	True
LW65	2.00	0.21226	0.21226	5263.00	5263.00	5263.00	True
LW65	2.17	0.21226	0.21226	5263.00	5263.00	5263.00	True
LW65	2.33	0.20420	0.20420	5263.00	5258.60	5258.60	True
LW65	2.50	0.18810	0.18810	5263.00	5249.80	5249.80	True
LW65	2.67	0.17602	0.17602	5263.00	5243.20	5243.20	True
LW65	2.83	0.17199	0.17199	5263.00	5241.00	5241.00	True
LW65	3.00	0.17199	0.17199	5263.00	5241.00	5241.00	True
LW65	3.17	0.17199	0.17199	5263.00	5241.00	5241.00	True
LW65	3.33	0.15936	0.15936	5263.00	5234.10	5234.10	True
LW65	3.50	0.14252	0.14252	5263.00	5224.90	5224.90	True
LW65	3.67	0.14252	0.14252	5263.00	5224.90	5224.90	True
LW65	3.83	0.12989	0.12989	5263.00	5218.00	5218.00	True
LW65	4.00	0.12989	0.12989	5263.00	5218.00	5218.00	True
LW65	4.17	0.12989	0.12989	5263.00	5218.00	5218.00	True
LW65	4.33	0.12989	0.12989	5263.00	5218.00	5218.00	True
LW65	4.50	0.12989	0.12989	5263.00	5218.00	5218.00	True
LW65	4.67	0.12989	0.12989	5263.00	5218.00	5218.00	True
LW65	4.83	0.11159	0.11159	5263.00	5208.00	5208.00	True
LW65	5.00	0.09365	0.09365	5263.00	5198.20	5198.20	True
LW65	5.17	0.09365	0.09365	5263.00	5198.20	5198.20	True
LW65	5.33	0.08962	0.08962	5263.00	5196.00	5196.00	True
LW65	5.50	0.08962	0.08962	5263.00	5196.00	5196.00	True
LW65	5.67	0.08962	0.08962	5263.00	5196.00	5196.00	True
LW65	5.83	0.08962	0.08962	5263.00	5196.00	5196.00	True
LW65	6.00	0.08962	0.08962	5263.00	5196.00	5196.00	True
LW65	6.17	0.08962	0.08962	5263.00	5196.00	5196.00	True
LW65	6.33	0.10975	0.10975	5263.00	5207.00	5207.00	True
LW65	6.50	0.13410	0.13410	5263.00	5220.30	5220.30	True
LW65	6.67	0.18810	0.18810	5263.00	5249.80	5249.80	True
LW65	6.83	0.26717	0.26717	5263.00	5293.00	5293.00	True
LW65	7.00	0.36967	0.36967	5263.00	5349.00	5349.00	True
LW65	7.17	0.46376	0.46376	5263.00	5400.40	5400.40	True
LW65	7.33	0.54832	0.54832	5263.00	5446.60	5446.60	True
LW65	7.50	0.62227	0.62227	5263.00	5487.00	5487.00	True
LW65	7.67	0.68707	0.68707	5263.00	5522.40	5522.40	True
LW65	7.83	0.74474	0.74474	5263.00	5553.91	5553.91	True
LW65	8.00	0.78957	0.78957	5263.00	5578.40	5578.40	True
LW65	8.17	0.82178	0.82178	5263.00	5596.00	5596.00	True
LW65	8.33	0.85803	0.85803	5263.00	5615.80	5615.80	True
LW65	8.50	0.86205	0.86205	5263.00	5618.00	5618.00	True
LW65	8.67	0.87047	0.87047	5263.00	5622.60	5622.60	True
LW65	8.83	0.89650	0.89650	5263.00	5636.82	5636.82	True
LW65	9.00	0.90415	0.90415	5263.00	5641.00	5641.00	True
LW65	9.17	0.91623	0.91623	5263.00	5647.60	5647.60	True
LW65	9.33	0.94442	0.94442	5263.00	5663.00	5663.00	True
LW65	9.50	0.94845	0.94845	5263.00	5665.20	5665.20	True
LW65	9.67	0.97261	0.97261	5263.00	5678.40	5678.40	True
LW65	9.83	0.98469	0.98469	5263.00	5685.00	5685.00	True
LW65	10.00	0.98469	0.98469	5263.00	5685.00	5685.00	True
LW65	10.17	0.98469	0.98469	5263.00	5685.00	5685.00	True
LW65	10.33	0.98469	0.98469	5263.00	5685.00	5685.00	True
LW65	10.50	0.98469	0.98469	5263.00	5685.00	5685.00	True
LW65	10.67	0.98890	0.98890	5263.00	5687.30	5687.30	True
LW65	10.83	1.00000	1.00000	5263.00	5693.36	5693.36	True
LW65	11.00	0.98469	0.98469	5263.00	5685.00	5685.00	True
LW65	11.17	0.98469	0.98469	5263.00	5685.00	5685.00	True
LW65	11.33	0.98469	0.98469	5263.00	5685.00	5685.00	True
LW65	11.50	0.98469	0.98469	5263.00	5685.00	5685.00	True
LW65	11.67	0.98469	0.98469	5263.00	5685.00	5685.00	True
LW65	11.83	0.97005	0.97005	5263.00	5677.00	5677.00	True
LW65	12.00	0.95248	0.95248	5263.00	5667.40	5667.40	True
LW65	12.17	0.94442	0.94442	5263.00	5663.00	5663.00	True
LW65	12.33	0.94040	0.94040	5263.00	5660.80	5660.80	True
LW65	12.50	0.92429	0.92429	5263.00	5652.00	5652.00	True
LW65	12.67	0.90818	0.90818	5263.00	5643.20	5643.20	True
LW65	12.83	0.90415	0.90415	5263.00	5641.00	5641.00	True
LW65	13.00	0.89573	0.89573	5263.00	5636.40	5636.40	True
LW65	13.17	0.86626	0.86626	5263.00	5620.30	5620.30	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