2026-04-22 C4.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 bovis
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Streptococcus bovis | Run: 2026-04-22 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	2026-04-22 inc4	Run date	2026-04-22
Media	FB	Incubator	inc4
Well file	2026-04-22 C4.xlsx	Well ID	C4
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 33317
Strain source	ATCC 33317	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	1.58608	2.0-42.0 h
LW60	end_norm	0.06144	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.06333	2.0-42.0 h
LW60	max_norm	0.06333	2.0-42.0 h
LW60	min_norm	-0.00652	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	0.00088	2.0-42.0 h
LW61	auc_norm		2.0-42.0 h
LW61	end_norm		2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm		2.0-42.0 h
LW61	max_norm		2.0-42.0 h
LW61	min_norm		2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	1.00000	2.0-42.0 h
LW61	pct_saturated_rows	1.00000	2.0-42.0 h
LW61	slope_norm		2.0-42.0 h
LW62	auc_norm	-14.15357	2.0-42.0 h
LW62	end_norm	-0.40296	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.55530	2.0-42.0 h
LW62	max_norm	-0.00189	2.0-42.0 h
LW62	min_norm	-0.55530	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	-0.00194	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	0.16888	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-13.12258	2.0-42.0 h
LW64	end_norm	-0.30113	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.43423	2.0-42.0 h
LW64	max_norm	-0.01606	2.0-42.0 h
LW64	min_norm	-0.43423	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	-0.00311	2.0-42.0 h
LW65	auc_norm	-0.23111	2.0-42.0 h
LW65	end_norm	-0.02895	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.07846	2.0-42.0 h
LW65	max_norm	0.07846	2.0-42.0 h
LW65	min_norm	-0.03246	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	-0.00203	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	29228.61455	723.90592	Ready
LW65	5	22146.40364	306.01936	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	6602.04–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	6602.04–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	6602.04–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 h	6602.04–49923.62 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	-1.00000–0.96695 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	-1.00000–0.96695 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	-1.00000–0.96695 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 h	-1.00000–0.96695 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	30211.25	18449.64	23780.50	True
LW60	0.17	-0.47229	-0.47229	30211.25	26655.50	26655.50	True
LW60	0.33	-0.20350	-0.20350	30211.25	28119.90	28119.90	True
LW60	0.50	-0.05200	-0.05200	30211.25	28945.30	28945.30	True
LW60	0.67	0.03379	0.03379	30211.25	29412.70	29412.70	True
LW60	0.83	0.09109	0.09109	30211.25	29724.90	29724.90	True
LW60	1.00	0.13062	0.13062	30211.25	29940.27	29940.27	True
LW60	1.17	0.15128	0.15128	30211.25	30052.80	30052.80	True
LW60	1.33	0.16916	0.16916	30211.25	30150.20	30150.20	True
LW60	1.50	0.17914	0.17914	30211.25	30204.60	30204.60	True
LW60	1.67	0.18039	0.18039	30211.25	30211.40	30211.40	True
LW60	1.83	0.18033	0.18033	30211.25	30211.09	30211.09	True
LW60	2.00	0.18164	0.18164	30211.25	30218.20	30218.20	True
LW60	2.17	0.18413	0.18413	30211.25	30231.80	30231.80	True
LW60	2.33	0.18601	0.18601	30211.25	30242.00	30242.00	True
LW60	2.50	0.18226	0.18226	30211.25	30221.60	30221.60	True
LW60	2.67	0.17602	0.17602	30211.25	30187.60	30187.60	True
LW60	2.83	0.17353	0.17353	30211.25	30174.00	30174.00	True
LW60	3.00	0.17665	0.17665	30211.25	30191.00	30191.00	True
LW60	3.17	0.17914	0.17914	30211.25	30204.60	30204.60	True
LW60	3.33	0.17477	0.17477	30211.25	30180.80	30180.80	True
LW60	3.50	0.16728	0.16728	30211.25	30140.00	30140.00	True
LW60	3.67	0.16550	0.16550	30211.25	30130.30	30130.30	True
LW60	3.83	0.16161	0.16161	30211.25	30109.09	30109.09	True
LW60	4.00	0.15855	0.15855	30211.25	30092.40	30092.40	True
LW60	4.17	0.15605	0.15605	30211.25	30078.80	30078.80	True
LW60	4.33	0.15238	0.15238	30211.25	30058.80	30058.80	True
LW60	4.50	0.14875	0.14875	30211.25	30039.00	30039.00	True
LW60	4.67	0.14687	0.14687	30211.25	30028.80	30028.80	True
LW60	4.83	0.14421	0.14421	30211.25	30014.27	30014.27	True
LW60	5.00	0.14687	0.14687	30211.25	30028.80	30028.80	True
LW60	5.17	0.14875	0.14875	30211.25	30039.00	30039.00	True
LW60	5.33	0.14932	0.14932	30211.25	30042.10	30042.10	True
LW60	5.50	0.15056	0.15056	30211.25	30048.90	30048.90	True
LW60	5.67	0.15420	0.15420	30211.25	30068.70	30068.70	True
LW60	5.83	0.16388	0.16388	30211.25	30121.45	30121.45	True
LW60	6.00	0.17819	0.17819	30211.25	30199.40	30199.40	True
LW60	6.17	0.18850	0.18850	30211.25	30255.60	30255.60	True
LW60	6.33	0.20286	0.20286	30211.25	30333.80	30333.80	True
LW60	6.50	0.21908	0.21908	30211.25	30422.20	30422.20	True
LW60	6.67	0.23718	0.23718	30211.25	30520.80	30520.80	True
LW60	6.83	0.25863	0.25863	30211.25	30637.64	30637.64	True
LW60	7.00	0.28099	0.28099	30211.25	30759.50	30759.50	True
LW60	7.17	0.30315	0.30315	30211.25	30880.20	30880.20	True
LW60	7.33	0.32640	0.32640	30211.25	31006.90	31006.90	True
LW60	7.50	0.34815	0.34815	30211.25	31125.40	31125.40	True
LW60	7.67	0.37000	0.37000	30211.25	31244.40	31244.40	True
LW60	7.83	0.39098	0.39098	30211.25	31358.73	31358.73	True
LW60	8.00	0.41609	0.41609	30211.25	31495.50	31495.50	True
LW60	8.17	0.43317	0.43317	30211.25	31588.60	31588.60	True
LW60	8.33	0.44848	0.44848	30211.25	31672.00	31672.00	True
LW60	8.50	0.46317	0.46317	30211.25	31752.00	31752.00	True
LW60	8.67	0.47715	0.47715	30211.25	31828.20	31828.20	True
LW60	8.83	0.48823	0.48823	30211.25	31888.55	31888.55	True
LW60	9.00	0.49947	0.49947	30211.25	31949.80	31949.80	True
LW60	9.17	0.50391	0.50391	30211.25	31974.00	31974.00	True
LW60	9.33	0.50970	0.50970	30211.25	32005.50	32005.50	True
LW60	9.50	0.51612	0.51612	30211.25	32040.50	32040.50	True
LW60	9.67	0.52190	0.52190	30211.25	32072.00	32072.00	True
LW60	9.83	0.52763	0.52763	30211.25	32103.18	32103.18	True
LW60	10.00	0.52704	0.52704	30211.25	32100.00	32100.00	True
LW60	10.17	0.53025	0.53025	30211.25	32117.50	32117.50	True
LW60	10.33	0.53154	0.53154	30211.25	32124.50	32124.50	True
LW60	10.50	0.53090	0.53090	30211.25	32121.00	32121.00	True
LW60	10.67	0.52897	0.52897	30211.25	32110.50	32110.50	True
LW60	10.83	0.52704	0.52704	30211.25	32100.00	32100.00	True
LW60	11.00	0.52511	0.52511	30211.25	32089.50	32089.50	True
LW60	11.17	0.52447	0.52447	30211.25	32086.00	32086.00	True
LW60	11.33	0.52062	0.52062	30211.25	32065.00	32065.00	True
LW60	11.50	0.51612	0.51612	30211.25	32040.50	32040.50	True
LW60	11.67	0.51355	0.51355	30211.25	32026.50	32026.50	True
LW60	11.83	0.51127	0.51127	30211.25	32014.09	32014.09	True
LW60	12.00	0.50601	0.50601	30211.25	31985.40	31985.40	True
LW60	12.17	0.50199	0.50199	30211.25	31963.50	31963.50	True
LW60	12.33	0.49698	0.49698	30211.25	31936.20	31936.20	True
LW60	12.50	0.49446	0.49446	30211.25	31922.50	31922.50	True
LW60	12.67	0.48740	0.48740	30211.25	31884.00	31884.00	True
LW60	12.83	0.48167	0.48167	30211.25	31852.82	31852.82	True
LW60	13.00	0.47460	0.47460	30211.25	31814.30	31814.30	True
LW60	13.17	0.46831	0.46831	30211.25	31780.00	31780.00	True
LW65	0.00	-1.00000	-1.00000	22386.63	19560.91	19560.91	True
LW65	0.17	-0.45434	-0.45434	22386.63	20971.70	20971.70	True
LW65	0.33	-0.18917	-0.18917	22386.63	21657.30	21657.30	True
LW65	0.50	-0.03539	-0.03539	22386.63	22054.90	22054.90	True
LW65	0.67	0.04084	0.04084	22386.63	22252.00	22252.00	True
LW65	0.83	0.07681	0.07681	22386.63	22345.00	22345.00	True
LW65	1.00	0.10691	0.10691	22386.63	22422.82	22422.82	True
LW65	1.17	0.11379	0.11379	22386.63	22440.60	22440.60	True
LW65	1.33	0.11356	0.11356	22386.63	22440.00	22440.00	True
LW65	1.50	0.11243	0.11243	22386.63	22437.10	22437.10	True
LW65	1.67	0.09762	0.09762	22386.63	22398.80	22398.80	True
LW65	1.83	0.08820	0.08820	22386.63	22374.45	22374.45	True
LW65	2.00	0.08377	0.08377	22386.63	22363.00	22363.00	True
LW65	2.17	0.09070	0.09070	22386.63	22380.90	22380.90	True
LW65	2.33	0.09298	0.09298	22386.63	22386.80	22386.80	True
LW65	2.50	0.07913	0.07913	22386.63	22351.00	22351.00	True
LW65	2.67	0.06637	0.06637	22386.63	22318.00	22318.00	True
LW65	2.83	0.05234	0.05234	22386.63	22281.73	22281.73	True
LW65	3.00	0.04896	0.04896	22386.63	22273.00	22273.00	True
LW65	3.17	0.04200	0.04200	22386.63	22255.00	22255.00	True
LW65	3.33	0.03388	0.03388	22386.63	22234.00	22234.00	True
LW65	3.50	0.02344	0.02344	22386.63	22207.00	22207.00	True
LW65	3.67	0.01752	0.01752	22386.63	22191.70	22191.70	True
LW65	3.83	-0.00146	-0.00146	22386.63	22142.64	22142.64	True
LW65	4.00	-0.00433	-0.00433	22386.63	22135.20	22135.20	True
LW65	4.17	-0.00665	-0.00665	22386.63	22129.20	22129.20	True
LW65	4.33	-0.01458	-0.01458	22386.63	22108.70	22108.70	True
LW65	4.50	-0.01795	-0.01795	22386.63	22100.00	22100.00	True
LW65	4.67	-0.03187	-0.03187	22386.63	22064.00	22064.00	True
LW65	4.83	-0.04959	-0.04959	22386.63	22018.18	22018.18	True
LW65	5.00	-0.04928	-0.04928	22386.63	22019.00	22019.00	True
LW65	5.17	-0.04928	-0.04928	22386.63	22019.00	22019.00	True
LW65	5.33	-0.04928	-0.04928	22386.63	22019.00	22019.00	True
LW65	5.50	-0.03187	-0.03187	22386.63	22064.00	22064.00	True
LW65	5.67	-0.01234	-0.01234	22386.63	22114.50	22114.50	True
LW65	5.83	0.01331	0.01331	22386.63	22180.82	22180.82	True
LW65	6.00	0.05399	0.05399	22386.63	22286.00	22286.00	True
LW65	6.17	0.10215	0.10215	22386.63	22410.50	22410.50	True
LW65	6.33	0.14852	0.14852	22386.63	22530.40	22530.40	True
LW65	6.50	0.21605	0.21605	22386.63	22705.00	22705.00	True
LW65	6.67	0.28250	0.28250	22386.63	22876.80	22876.80	True
LW65	6.83	0.34745	0.34745	22386.63	23044.73	23044.73	True
LW65	7.00	0.40661	0.40661	22386.63	23197.70	23197.70	True
LW65	7.17	0.46560	0.46560	22386.63	23350.20	23350.20	True
LW65	7.33	0.52450	0.52450	22386.63	23502.50	23502.50	True
LW65	7.50	0.57219	0.57219	22386.63	23625.80	23625.80	True
LW65	7.67	0.60731	0.60731	22386.63	23716.60	23716.60	True
LW65	7.83	0.63890	0.63890	22386.63	23798.27	23798.27	True
LW65	8.00	0.67585	0.67585	22386.63	23893.80	23893.80	True
LW65	8.17	0.69484	0.69484	22386.63	23942.90	23942.90	True
LW65	8.33	0.70559	0.70559	22386.63	23970.70	23970.70	True
LW65	8.50	0.73042	0.73042	22386.63	24034.90	24034.90	True
LW65	8.67	0.75080	0.75080	22386.63	24087.60	24087.60	True
LW65	8.83	0.75254	0.75254	22386.63	24092.09	24092.09	True
LW65	9.00	0.75680	0.75680	22386.63	24103.10	24103.10	True
LW65	9.17	0.76867	0.76867	22386.63	24133.80	24133.80	True
LW65	9.33	0.77227	0.77227	22386.63	24143.10	24143.10	True
LW65	9.50	0.76515	0.76515	22386.63	24124.70	24124.70	True
LW65	9.67	0.75800	0.75800	22386.63	24106.20	24106.20	True
LW65	9.83	0.75451	0.75451	22386.63	24097.18	24097.18	True
LW65	10.00	0.75680	0.75680	22386.63	24103.10	24103.10	True
LW65	10.17	0.75560	0.75560	22386.63	24100.00	24100.00	True
LW65	10.33	0.75080	0.75080	22386.63	24087.60	24087.60	True
LW65	10.50	0.74241	0.74241	22386.63	24065.90	24065.90	True
LW65	10.67	0.72326	0.72326	22386.63	24016.40	24016.40	True
LW65	10.83	0.71330	0.71330	22386.63	23990.64	23990.64	True
LW65	11.00	0.69720	0.69720	22386.63	23949.00	23949.00	True
LW65	11.17	0.68300	0.68300	22386.63	23912.30	23912.30	True
LW65	11.33	0.66285	0.66285	22386.63	23860.20	23860.20	True
LW65	11.50	0.64266	0.64266	22386.63	23808.00	23808.00	True
LW65	11.67	0.62607	0.62607	22386.63	23765.10	23765.10	True
LW65	11.83	0.61080	0.61080	22386.63	23725.64	23725.64	True
LW65	12.00	0.60027	0.60027	22386.63	23698.40	23698.40	True
LW65	12.17	0.57745	0.57745	22386.63	23639.40	23639.40	True
LW65	12.33	0.55146	0.55146	22386.63	23572.20	23572.20	True
LW65	12.50	0.53727	0.53727	22386.63	23535.50	23535.50	True
LW65	12.67	0.50423	0.50423	22386.63	23450.10	23450.10	True
LW65	12.83	0.49477	0.49477	22386.63	23425.64	23425.64	True
LW65	13.00	0.46065	0.46065	22386.63	23337.40	23337.40	True
LW65	13.17	0.43601	0.43601	22386.63	23273.70	23273.70	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