2026-04-20 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 gordonii
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Streptococcus gordonii | Run: 2026-04-20 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	2026-04-20 inc5	Run date	2026-04-20
Media	FB	Incubator	inc5
Well file	2026-04-20 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	NBF
Strain source	NBF	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	10.86378	2.0-42.0 h
LW60	end_norm	0.47392	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.47392	2.0-42.0 h
LW60	max_norm	0.47392	2.0-42.0 h
LW60	min_norm	0.00034	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	0.01146	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	-22.37383	2.0-42.0 h
LW62	end_norm	-0.70584	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.70584	2.0-42.0 h
LW62	max_norm	-0.03072	2.0-42.0 h
LW62	min_norm	-0.70584	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	-0.00890	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	0.16722	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.13444	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	0.40747	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	2.84341	2.0-42.0 h
LW65	end_norm	0.11953	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.11985	2.0-42.0 h
LW65	max_norm	0.11985	2.0-42.0 h
LW65	min_norm	0.00000	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	0.00268	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 808 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	15124.35636	295.48045	Ready
LW65	5	7410.08000	117.54328	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	0.00–67.17 h	6033.45–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	6033.45–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	6033.45–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	6033.45–49923.62 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	0.00–67.17 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 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	-0.63145	-0.63145	15414.72	9790.09	9790.09	True
LW60	0.17	-0.13803	-0.13803	15414.72	13958.30	13958.30	True
LW60	0.33	-0.05371	-0.05371	15414.72	14670.60	14670.60	True
LW60	0.50	-0.01439	-0.01439	15414.72	15002.80	15002.80	True
LW60	0.67	0.00976	0.00976	15414.72	15206.80	15206.80	True
LW60	0.83	0.02771	0.02771	15414.72	15358.40	15358.40	True
LW60	1.00	0.03064	0.03064	15414.72	15383.18	15383.18	True
LW60	1.17	0.02799	0.02799	15414.72	15360.80	15360.80	True
LW60	1.33	0.02924	0.02924	15414.72	15371.40	15371.40	True
LW60	1.50	0.03180	0.03180	15414.72	15393.00	15393.00	True
LW60	1.67	0.03404	0.03404	15414.72	15411.90	15411.90	True
LW60	1.83	0.03471	0.03471	15414.72	15417.55	15417.55	True
LW60	2.00	0.03500	0.03500	15414.72	15420.00	15420.00	True
LW60	2.17	0.03500	0.03500	15414.72	15420.00	15420.00	True
LW60	2.33	0.03500	0.03500	15414.72	15420.00	15420.00	True
LW60	2.50	0.03500	0.03500	15414.72	15420.00	15420.00	True
LW60	2.67	0.03500	0.03500	15414.72	15420.00	15420.00	True
LW60	2.83	0.03500	0.03500	15414.72	15420.00	15420.00	True
LW60	3.00	0.03654	0.03654	15414.72	15433.00	15433.00	True
LW60	3.17	0.03684	0.03684	15414.72	15435.60	15435.60	True
LW60	3.33	0.03871	0.03871	15414.72	15451.40	15451.40	True
LW60	3.50	0.04159	0.04159	15414.72	15475.70	15475.70	True
LW60	3.67	0.04662	0.04662	15414.72	15518.20	15518.20	True
LW60	3.83	0.05333	0.05333	15414.72	15574.91	15574.91	True
LW60	4.00	0.06245	0.06245	15414.72	15651.90	15651.90	True
LW60	4.17	0.07448	0.07448	15414.72	15753.50	15753.50	True
LW60	4.33	0.09228	0.09228	15414.72	15903.90	15903.90	True
LW60	4.50	0.11846	0.11846	15414.72	16125.10	16125.10	True
LW60	4.67	0.15236	0.15236	15414.72	16411.40	16411.40	True
LW60	4.83	0.19657	0.19657	15414.72	16784.91	16784.91	True
LW60	5.00	0.24276	0.24276	15414.72	17175.10	17175.10	True
LW60	5.17	0.27764	0.27764	15414.72	17469.80	17469.80	True
LW60	5.33	0.29989	0.29989	15414.72	17657.70	17657.70	True
LW60	5.50	0.31233	0.31233	15414.72	17762.80	17762.80	True
LW60	5.67	0.31827	0.31827	15414.72	17813.00	17813.00	True
LW60	5.83	0.31948	0.31948	15414.72	17823.18	17823.18	True
LW60	6.00	0.31562	0.31562	15414.72	17790.60	17790.60	True
LW60	6.17	0.31168	0.31168	15414.72	17757.30	17757.30	True
LW60	6.33	0.30513	0.30513	15414.72	17702.00	17702.00	True
LW60	6.50	0.29662	0.29662	15414.72	17630.10	17630.10	True
LW60	6.67	0.28778	0.28778	15414.72	17555.40	17555.40	True
LW60	6.83	0.27775	0.27775	15414.72	17470.73	17470.73	True
LW60	7.00	0.26653	0.26653	15414.72	17375.90	17375.90	True
LW60	7.17	0.25641	0.25641	15414.72	17290.40	17290.40	True
LW60	7.33	0.24796	0.24796	15414.72	17219.00	17219.00	True
LW60	7.50	0.23949	0.23949	15414.72	17147.50	17147.50	True
LW60	7.67	0.23563	0.23563	15414.72	17114.90	17114.90	True
LW60	7.83	0.23340	0.23340	15414.72	17096.00	17096.00	True
LW60	8.00	0.23787	0.23787	15414.72	17133.80	17133.80	True
LW60	8.17	0.24404	0.24404	15414.72	17185.90	17185.90	True
LW60	8.33	0.25284	0.25284	15414.72	17260.30	17260.30	True
LW60	8.50	0.26228	0.26228	15414.72	17340.00	17340.00	True
LW60	8.67	0.27047	0.27047	15414.72	17409.20	17409.20	True
LW60	8.83	0.27717	0.27717	15414.72	17465.82	17465.82	True
LW60	9.00	0.28349	0.28349	15414.72	17519.20	17519.20	True
LW60	9.17	0.28908	0.28908	15414.72	17566.40	17566.40	True
LW60	9.33	0.29398	0.29398	15414.72	17607.80	17607.80	True
LW60	9.50	0.29730	0.29730	15414.72	17635.80	17635.80	True
LW60	9.67	0.30217	0.30217	15414.72	17677.00	17677.00	True
LW60	9.83	0.30543	0.30543	15414.72	17704.55	17704.55	True
LW60	10.00	0.30941	0.30941	15414.72	17738.10	17738.10	True
LW60	10.17	0.31197	0.31197	15414.72	17759.80	17759.80	True
LW60	10.33	0.31463	0.31463	15414.72	17782.20	17782.20	True
LW60	10.50	0.31529	0.31529	15414.72	17787.80	17787.80	True
LW60	10.67	0.31794	0.31794	15414.72	17810.20	17810.20	True
LW60	10.83	0.32038	0.32038	15414.72	17830.82	17830.82	True
LW60	11.00	0.32092	0.32092	15414.72	17835.40	17835.40	True
LW60	11.17	0.32191	0.32191	15414.72	17843.70	17843.70	True
LW60	11.33	0.32382	0.32382	15414.72	17859.90	17859.90	True
LW60	11.50	0.32446	0.32446	15414.72	17865.30	17865.30	True
LW60	11.67	0.32446	0.32446	15414.72	17865.30	17865.30	True
LW60	11.83	0.32629	0.32629	15414.72	17880.73	17880.73	True
LW60	12.00	0.32545	0.32545	15414.72	17873.60	17873.60	True
LW60	12.17	0.32644	0.32644	15414.72	17882.00	17882.00	True
LW60	12.33	0.32710	0.32710	15414.72	17887.60	17887.60	True
LW60	12.50	0.32743	0.32743	15414.72	17890.40	17890.40	True
LW60	12.67	0.32743	0.32743	15414.72	17890.40	17890.40	True
LW60	12.83	0.32810	0.32810	15414.72	17896.00	17896.00	True
LW60	13.00	0.32810	0.32810	15414.72	17896.00	17896.00	True
LW60	13.17	0.32810	0.32810	15414.72	17896.00	17896.00	True
LW65	0.00	-1.00000	-1.00000	7573.00	6033.45	6033.45	True
LW65	0.17	-0.32150	-0.32150	7573.00	6967.50	6967.50	True
LW65	0.33	-0.12798	-0.12798	7573.00	7233.90	7233.90	True
LW65	0.50	-0.03776	-0.03776	7573.00	7358.10	7358.10	True
LW65	0.67	0.01905	0.01905	7573.00	7436.30	7436.30	True
LW65	0.83	0.06249	0.06249	7573.00	7496.10	7496.10	True
LW65	1.00	0.08421	0.08421	7573.00	7526.00	7526.00	True
LW65	1.17	0.09118	0.09118	7573.00	7535.60	7535.60	True
LW65	1.33	0.10164	0.10164	7573.00	7550.00	7550.00	True
LW65	1.50	0.10498	0.10498	7573.00	7554.60	7554.60	True
LW65	1.67	0.11835	0.11835	7573.00	7573.00	7573.00	True
LW65	1.83	0.11835	0.11835	7573.00	7573.00	7573.00	True
LW65	2.00	0.11835	0.11835	7573.00	7573.00	7573.00	True
LW65	2.17	0.12503	0.12503	7573.00	7582.20	7582.20	True
LW65	2.33	0.12837	0.12837	7573.00	7586.80	7586.80	True
LW65	2.50	0.13505	0.13505	7573.00	7596.00	7596.00	True
LW65	2.67	0.13505	0.13505	7573.00	7596.00	7596.00	True
LW65	2.83	0.13505	0.13505	7573.00	7596.00	7596.00	True
LW65	3.00	0.13505	0.13505	7573.00	7596.00	7596.00	True
LW65	3.17	0.13840	0.13840	7573.00	7600.60	7600.60	True
LW65	3.33	0.14174	0.14174	7573.00	7605.20	7605.20	True
LW65	3.50	0.14675	0.14675	7573.00	7612.10	7612.10	True
LW65	3.67	0.15176	0.15176	7573.00	7619.00	7619.00	True
LW65	3.83	0.15176	0.15176	7573.00	7619.00	7619.00	True
LW65	4.00	0.16346	0.16346	7573.00	7635.10	7635.10	True
LW65	4.17	0.16847	0.16847	7573.00	7642.00	7642.00	True
LW65	4.33	0.18017	0.18017	7573.00	7658.10	7658.10	True
LW65	4.50	0.19353	0.19353	7573.00	7676.50	7676.50	True
LW65	4.67	0.21743	0.21743	7573.00	7709.40	7709.40	True
LW65	4.83	0.25122	0.25122	7573.00	7755.91	7755.91	True
LW65	5.00	0.28324	0.28324	7573.00	7800.00	7800.00	True
LW65	5.17	0.31027	0.31027	7573.00	7837.20	7837.20	True
LW65	5.33	0.32864	0.32864	7573.00	7862.50	7862.50	True
LW65	5.50	0.33700	0.33700	7573.00	7874.00	7874.00	True
LW65	5.67	0.33700	0.33700	7573.00	7874.00	7874.00	True
LW65	5.83	0.34809	0.34809	7573.00	7889.27	7889.27	True
LW65	6.00	0.33874	0.33874	7573.00	7876.40	7876.40	True
LW65	6.17	0.33700	0.33700	7573.00	7874.00	7874.00	True
LW65	6.33	0.33700	0.33700	7573.00	7874.00	7874.00	True
LW65	6.50	0.33700	0.33700	7573.00	7874.00	7874.00	True
LW65	6.67	0.33199	0.33199	7573.00	7867.10	7867.10	True
LW65	6.83	0.32181	0.32181	7573.00	7853.09	7853.09	True
LW65	7.00	0.32029	0.32029	7573.00	7851.00	7851.00	True
LW65	7.17	0.32029	0.32029	7573.00	7851.00	7851.00	True
LW65	7.33	0.32029	0.32029	7573.00	7851.00	7851.00	True
LW65	7.50	0.32029	0.32029	7573.00	7851.00	7851.00	True
LW65	7.67	0.32029	0.32029	7573.00	7851.00	7851.00	True
LW65	7.83	0.32029	0.32029	7573.00	7851.00	7851.00	True
LW65	8.00	0.33199	0.33199	7573.00	7867.10	7867.10	True
LW65	8.17	0.33700	0.33700	7573.00	7874.00	7874.00	True
LW65	8.33	0.33700	0.33700	7573.00	7874.00	7874.00	True
LW65	8.50	0.34048	0.34048	7573.00	7878.80	7878.80	True
LW65	8.67	0.35443	0.35443	7573.00	7898.00	7898.00	True
LW65	8.83	0.35285	0.35285	7573.00	7895.82	7895.82	True
LW65	9.00	0.35095	0.35095	7573.00	7893.20	7893.20	True
LW65	9.17	0.34746	0.34746	7573.00	7888.40	7888.40	True
LW65	9.33	0.34571	0.34571	7573.00	7886.00	7886.00	True
LW65	9.50	0.35269	0.35269	7573.00	7895.60	7895.60	True
LW65	9.67	0.35443	0.35443	7573.00	7898.00	7898.00	True
LW65	9.83	0.35443	0.35443	7573.00	7898.00	7898.00	True
LW65	10.00	0.35443	0.35443	7573.00	7898.00	7898.00	True
LW65	10.17	0.35443	0.35443	7573.00	7898.00	7898.00	True
LW65	10.33	0.35443	0.35443	7573.00	7898.00	7898.00	True
LW65	10.50	0.35443	0.35443	7573.00	7898.00	7898.00	True
LW65	10.67	0.35443	0.35443	7573.00	7898.00	7898.00	True
LW65	10.83	0.35443	0.35443	7573.00	7898.00	7898.00	True
LW65	11.00	0.35443	0.35443	7573.00	7898.00	7898.00	True
LW65	11.17	0.35610	0.35610	7573.00	7900.30	7900.30	True
LW65	11.33	0.35610	0.35610	7573.00	7900.30	7900.30	True
LW65	11.50	0.36613	0.36613	7573.00	7914.10	7914.10	True
LW65	11.67	0.37114	0.37114	7573.00	7921.00	7921.00	True
LW65	11.83	0.37114	0.37114	7573.00	7921.00	7921.00	True
LW65	12.00	0.37114	0.37114	7573.00	7921.00	7921.00	True
LW65	12.17	0.37114	0.37114	7573.00	7921.00	7921.00	True
LW65	12.33	0.37281	0.37281	7573.00	7923.30	7923.30	True
LW65	12.50	0.37782	0.37782	7573.00	7930.20	7930.20	True
LW65	12.67	0.38283	0.38283	7573.00	7937.10	7937.10	True
LW65	12.83	0.38785	0.38785	7573.00	7944.00	7944.00	True
LW65	13.00	0.38959	0.38959	7573.00	7946.40	7946.40	True
LW65	13.17	0.39831	0.39831	7573.00	7958.40	7958.40	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