2026-04-22 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: Streptococcus agalactiae
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Streptococcus agalactiae | 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 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	ATCC 13813
Strain source	ATCC 13813	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	-0.30784	2.0-42.0 h
LW60	end_norm	-0.00719	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.04623	2.0-42.0 h
LW60	max_norm	0.04623	2.0-42.0 h
LW60	min_norm	-0.02421	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	-0.00072	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	-12.58987	2.0-42.0 h
LW62	end_norm	-0.31948	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.75945	2.0-42.0 h
LW62	max_norm	0.00942	2.0-42.0 h
LW62	min_norm	-0.75945	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	0.00299	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	0.15975	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	1.01463	2.0-42.0 h
LW65	end_norm	0.03880	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.04174	2.0-42.0 h
LW65	max_norm	0.04174	2.0-42.0 h
LW65	min_norm	-0.01047	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	0.00067	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	29118.98000	287.95068	Ready
LW65	5	8746.21091	153.68098	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	29204.60	22988.91	25775.25	True
LW60	0.17	-0.31946	-0.31946	29204.60	28050.80	28050.80	True
LW60	0.33	-0.13828	-0.13828	29204.60	28656.60	28656.60	True
LW60	0.50	-0.02509	-0.02509	29204.60	29035.10	29035.10	True
LW60	0.67	0.02973	0.02973	29204.60	29218.40	29218.40	True
LW60	0.83	0.05976	0.05976	29204.60	29318.80	29318.80	True
LW60	1.00	0.07388	0.07388	29204.60	29366.00	29366.00	True
LW60	1.17	0.06777	0.06777	29204.60	29345.60	29345.60	True
LW60	1.33	0.06075	0.06075	29204.60	29322.10	29322.10	True
LW60	1.50	0.04774	0.04774	29204.60	29278.60	29278.60	True
LW60	1.67	0.03476	0.03476	29204.60	29235.20	29235.20	True
LW60	1.83	0.01645	0.01645	29204.60	29174.00	29174.00	True
LW60	2.00	-0.00017	-0.00017	29204.60	29118.40	29118.40	True
LW60	2.17	-0.01516	-0.01516	29204.60	29068.30	29068.30	True
LW60	2.33	-0.02706	-0.02706	29204.60	29028.50	29028.50	True
LW60	2.50	-0.03516	-0.03516	29204.60	29001.40	29001.40	True
LW60	2.67	-0.04605	-0.04605	29204.60	28965.00	28965.00	True
LW60	2.83	-0.06859	-0.06859	29204.60	28889.64	28889.64	True
LW60	3.00	-0.07793	-0.07793	29204.60	28858.40	28858.40	True
LW60	3.17	-0.08583	-0.08583	29204.60	28832.00	28832.00	True
LW60	3.33	-0.09372	-0.09372	29204.60	28805.60	28805.60	True
LW60	3.50	-0.10458	-0.10458	29204.60	28769.30	28769.30	True
LW60	3.67	-0.11346	-0.11346	29204.60	28739.60	28739.60	True
LW60	3.83	-0.12441	-0.12441	29204.60	28703.00	28703.00	True
LW60	4.00	-0.13419	-0.13419	29204.60	28670.30	28670.30	True
LW60	4.17	-0.14432	-0.14432	29204.60	28636.40	28636.40	True
LW60	4.33	-0.15225	-0.15225	29204.60	28609.90	28609.90	True
LW60	4.50	-0.16311	-0.16311	29204.60	28573.60	28573.60	True
LW60	4.67	-0.16508	-0.16508	29204.60	28567.00	28567.00	True
LW60	4.83	-0.16957	-0.16957	29204.60	28552.00	28552.00	True
LW60	5.00	-0.17495	-0.17495	29204.60	28534.00	28534.00	True
LW60	5.17	-0.16903	-0.16903	29204.60	28553.80	28553.80	True
LW60	5.33	-0.16212	-0.16212	29204.60	28576.90	28576.90	True
LW60	5.50	-0.14728	-0.14728	29204.60	28626.50	28626.50	True
LW60	5.67	-0.12728	-0.12728	29204.60	28693.40	28693.40	True
LW60	5.83	-0.10467	-0.10467	29204.60	28769.00	28769.00	True
LW60	6.00	-0.07386	-0.07386	29204.60	28872.00	28872.00	True
LW60	6.17	-0.03409	-0.03409	29204.60	29005.00	29005.00	True
LW60	6.33	0.01278	0.01278	29204.60	29161.70	29161.70	True
LW60	6.50	0.06176	0.06176	29204.60	29325.50	29325.50	True
LW60	6.67	0.10683	0.10683	29204.60	29476.20	29476.20	True
LW60	6.83	0.15952	0.15952	29204.60	29652.36	29652.36	True
LW60	7.00	0.20541	0.20541	29204.60	29805.80	29805.80	True
LW60	7.17	0.24366	0.24366	29204.60	29933.70	29933.70	True
LW60	7.33	0.28212	0.28212	29204.60	30062.30	30062.30	True
LW60	7.50	0.31451	0.31451	29204.60	30170.60	30170.60	True
LW60	7.67	0.33993	0.33993	29204.60	30255.60	30255.60	True
LW60	7.83	0.35897	0.35897	29204.60	30319.27	30319.27	True
LW60	8.00	0.38263	0.38263	29204.60	30398.40	30398.40	True
LW60	8.17	0.39280	0.39280	29204.60	30432.40	30432.40	True
LW60	8.33	0.40602	0.40602	29204.60	30476.60	30476.60	True
LW60	8.50	0.41619	0.41619	29204.60	30510.60	30510.60	True
LW60	8.67	0.42534	0.42534	29204.60	30541.20	30541.20	True
LW60	8.83	0.42645	0.42645	29204.60	30544.91	30544.91	True
LW60	9.00	0.42737	0.42737	29204.60	30548.00	30548.00	True
LW60	9.17	0.42941	0.42941	29204.60	30554.80	30554.80	True
LW60	9.33	0.42839	0.42839	29204.60	30551.40	30551.40	True
LW60	9.50	0.42737	0.42737	29204.60	30548.00	30548.00	True
LW60	9.67	0.42127	0.42127	29204.60	30527.60	30527.60	True
LW60	9.83	0.41720	0.41720	29204.60	30514.00	30514.00	True
LW60	10.00	0.41212	0.41212	29204.60	30497.00	30497.00	True
LW60	10.17	0.40399	0.40399	29204.60	30469.80	30469.80	True
LW60	10.33	0.39585	0.39585	29204.60	30442.60	30442.60	True
LW60	10.50	0.38873	0.38873	29204.60	30418.80	30418.80	True
LW60	10.67	0.37653	0.37653	29204.60	30378.00	30378.00	True
LW60	10.83	0.36451	0.36451	29204.60	30337.82	30337.82	True
LW60	11.00	0.35213	0.35213	29204.60	30296.40	30296.40	True
LW60	11.17	0.33586	0.33586	29204.60	30242.00	30242.00	True
LW60	11.33	0.32162	0.32162	29204.60	30194.40	30194.40	True
LW60	11.50	0.30637	0.30637	29204.60	30143.40	30143.40	True
LW60	11.67	0.28609	0.28609	29204.60	30075.60	30075.60	True
LW60	11.83	0.26590	0.26590	29204.60	30008.09	30008.09	True
LW60	12.00	0.24769	0.24769	29204.60	29947.20	29947.20	True
LW60	12.17	0.22954	0.22954	29204.60	29886.50	29886.50	True
LW60	12.33	0.21142	0.21142	29204.60	29825.90	29825.90	True
LW60	12.50	0.19234	0.19234	29204.60	29762.10	29762.10	True
LW60	12.67	0.17314	0.17314	29204.60	29697.90	29697.90	True
LW60	12.83	0.15125	0.15125	29204.60	29624.73	29624.73	True
LW60	13.00	0.13288	0.13288	29204.60	29563.30	29563.30	True
LW60	13.17	0.11485	0.11485	29204.60	29503.00	29503.00	True
LW65	0.00	-1.00000	-1.00000	8979.00	6849.73	7452.50	True
LW65	0.17	-0.40311	-0.40311	8979.00	8224.70	8224.70	True
LW65	0.33	-0.18351	-0.18351	8979.00	8508.80	8508.80	True
LW65	0.50	-0.04492	-0.04492	8979.00	8688.10	8688.10	True
LW65	0.67	0.03362	0.03362	8979.00	8789.70	8789.70	True
LW65	0.83	0.07945	0.07945	8979.00	8849.00	8849.00	True
LW65	1.00	0.11536	0.11536	8979.00	8895.45	8895.45	True
LW65	1.17	0.13804	0.13804	8979.00	8924.80	8924.80	True
LW65	1.33	0.15845	0.15845	8979.00	8951.20	8951.20	True
LW65	1.50	0.17283	0.17283	8979.00	8969.80	8969.80	True
LW65	1.67	0.17994	0.17994	8979.00	8979.00	8979.00	True
LW65	1.83	0.17994	0.17994	8979.00	8979.00	8979.00	True
LW65	2.00	0.17994	0.17994	8979.00	8979.00	8979.00	True
LW65	2.17	0.17816	0.17816	8979.00	8976.70	8976.70	True
LW65	2.33	0.17994	0.17994	8979.00	8979.00	8979.00	True
LW65	2.50	0.17994	0.17994	8979.00	8979.00	8979.00	True
LW65	2.67	0.17994	0.17994	8979.00	8979.00	8979.00	True
LW65	2.83	0.17509	0.17509	8979.00	8972.73	8972.73	True
LW65	3.00	0.16216	0.16216	8979.00	8956.00	8956.00	True
LW65	3.17	0.16216	0.16216	8979.00	8956.00	8956.00	True
LW65	3.33	0.15845	0.15845	8979.00	8951.20	8951.20	True
LW65	3.50	0.15289	0.15289	8979.00	8944.00	8944.00	True
LW65	3.67	0.14917	0.14917	8979.00	8939.20	8939.20	True
LW65	3.83	0.14361	0.14361	8979.00	8932.00	8932.00	True
LW65	4.00	0.14361	0.14361	8979.00	8932.00	8932.00	True
LW65	4.17	0.13248	0.13248	8979.00	8917.60	8917.60	True
LW65	4.33	0.12877	0.12877	8979.00	8912.80	8912.80	True
LW65	4.50	0.12150	0.12150	8979.00	8903.40	8903.40	True
LW65	4.67	0.11439	0.11439	8979.00	8894.20	8894.20	True
LW65	4.83	0.11051	0.11051	8979.00	8889.18	8889.18	True
LW65	5.00	0.10728	0.10728	8979.00	8885.00	8885.00	True
LW65	5.17	0.10728	0.10728	8979.00	8885.00	8885.00	True
LW65	5.33	0.10728	0.10728	8979.00	8885.00	8885.00	True
LW65	5.50	0.10728	0.10728	8979.00	8885.00	8885.00	True
LW65	5.67	0.11972	0.11972	8979.00	8901.10	8901.10	True
LW65	5.83	0.13349	0.13349	8979.00	8918.91	8918.91	True
LW65	6.00	0.15103	0.15103	8979.00	8941.60	8941.60	True
LW65	6.17	0.17461	0.17461	8979.00	8972.10	8972.10	True
LW65	6.33	0.20406	0.20406	8979.00	9010.20	9010.20	True
LW65	6.50	0.22817	0.22817	8979.00	9041.40	9041.40	True
LW65	6.67	0.25399	0.25399	8979.00	9074.80	9074.80	True
LW65	6.83	0.28710	0.28710	8979.00	9117.64	9117.64	True
LW65	7.00	0.31459	0.31459	8979.00	9153.20	9153.20	True
LW65	7.17	0.33685	0.33685	8979.00	9182.00	9182.00	True
LW65	7.33	0.36398	0.36398	8979.00	9217.10	9217.10	True
LW65	7.50	0.38431	0.38431	8979.00	9243.40	9243.40	True
LW65	7.67	0.39730	0.39730	8979.00	9260.20	9260.20	True
LW65	7.83	0.40944	0.40944	8979.00	9275.91	9275.91	True
LW65	8.00	0.41956	0.41956	8979.00	9289.00	9289.00	True
LW65	8.17	0.42884	0.42884	8979.00	9301.00	9301.00	True
LW65	8.33	0.44182	0.44182	8979.00	9317.80	9317.80	True
LW65	8.50	0.44182	0.44182	8979.00	9317.80	9317.80	True
LW65	8.67	0.45110	0.45110	8979.00	9329.80	9329.80	True
LW65	8.83	0.45666	0.45666	8979.00	9337.00	9337.00	True
LW65	9.00	0.45852	0.45852	8979.00	9339.40	9339.40	True
LW65	9.17	0.46408	0.46408	8979.00	9346.60	9346.60	True
LW65	9.33	0.46223	0.46223	8979.00	9344.20	9344.20	True
LW65	9.50	0.46965	0.46965	8979.00	9353.80	9353.80	True
LW65	9.67	0.46408	0.46408	8979.00	9346.60	9346.60	True
LW65	9.83	0.46341	0.46341	8979.00	9345.73	9345.73	True
LW65	10.00	0.46594	0.46594	8979.00	9349.00	9349.00	True
LW65	10.17	0.45852	0.45852	8979.00	9339.40	9339.40	True
LW65	10.33	0.45852	0.45852	8979.00	9339.40	9339.40	True
LW65	10.50	0.45110	0.45110	8979.00	9329.80	9329.80	True
LW65	10.67	0.44182	0.44182	8979.00	9317.80	9317.80	True
LW65	10.83	0.43811	0.43811	8979.00	9313.00	9313.00	True
LW65	11.00	0.43811	0.43811	8979.00	9313.00	9313.00	True
LW65	11.17	0.43440	0.43440	8979.00	9308.20	9308.20	True
LW65	11.33	0.42513	0.42513	8979.00	9296.20	9296.20	True
LW65	11.50	0.41956	0.41956	8979.00	9289.00	9289.00	True
LW65	11.67	0.41399	0.41399	8979.00	9281.80	9281.80	True
LW65	11.83	0.40269	0.40269	8979.00	9267.18	9267.18	True
LW65	12.00	0.40286	0.40286	8979.00	9267.40	9267.40	True
LW65	12.17	0.39915	0.39915	8979.00	9262.60	9262.60	True
LW65	12.33	0.38802	0.38802	8979.00	9248.20	9248.20	True
LW65	12.50	0.38246	0.38246	8979.00	9241.00	9241.00	True
LW65	12.67	0.38060	0.38060	8979.00	9238.60	9238.60	True
LW65	12.83	0.37234	0.37234	8979.00	9227.91	9227.91	True
LW65	13.00	0.37318	0.37318	8979.00	9229.00	9229.00	True
LW65	13.17	0.36576	0.36576	8979.00	9219.40	9219.40	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