2026-04-20 C3.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 C3.xlsx	Well ID	C3
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	True
LW65 problem flag	True	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	-10.83037	2.0-42.0 h
LW60	end_norm	-0.48315	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.48315	2.0-42.0 h
LW60	max_norm	0.00677	2.0-42.0 h
LW60	min_norm	-0.48315	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	-0.01358	2.0-42.0 h
LW61	auc_norm	-7.95685	2.0-42.0 h
LW61	end_norm	-0.32838	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.32838	2.0-42.0 h
LW61	max_norm	0.00335	2.0-42.0 h
LW61	min_norm	-0.32838	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	-0.00921	2.0-42.0 h
LW62	auc_norm	-8.71080	2.0-42.0 h
LW62	end_norm	-0.34894	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.34935	2.0-42.0 h
LW62	max_norm	0.00255	2.0-42.0 h
LW62	min_norm	-0.34935	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	-0.00938	2.0-42.0 h
LW63	auc_norm	-7.69474	2.0-42.0 h
LW63	end_norm	-0.32431	2.0-42.0 h
LW63	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW63	max_abs_norm	0.32431	2.0-42.0 h
LW63	max_norm	0.00275	2.0-42.0 h
LW63	min_norm	-0.32431	2.0-42.0 h
LW63	pct_abnormal_rows	0.00000	2.0-42.0 h
LW63	pct_missing_norm	0.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.00000	2.0-42.0 h
LW63	slope_norm	-0.00902	2.0-42.0 h
LW64	auc_norm	-16.94146	2.0-42.0 h
LW64	end_norm	-0.61423	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.61423	2.0-42.0 h
LW64	max_norm	0.01525	2.0-42.0 h
LW64	min_norm	-0.61423	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	-0.01318	2.0-42.0 h
LW65	auc_norm		2.0-42.0 h
LW65	end_norm		2.0-42.0 h
LW65	excluded_by_metadata_check	1.00000	2.0-42.0 h
LW65	max_abs_norm		2.0-42.0 h
LW65	max_norm		2.0-42.0 h
LW65	min_norm		2.0-42.0 h
LW65	pct_abnormal_rows	0.00000	2.0-42.0 h
LW65	pct_missing_norm	1.00000	2.0-42.0 h
LW65	pct_saturated_rows	0.00000	2.0-42.0 h
LW65	slope_norm		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	11875.40545	164.06636	Ready
LW65	5	67346.77455	530.23373	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	6067.00–93923.27 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	6067.00–93923.27 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	6067.00–93923.27 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	6067.00–93923.27 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	-1.00000–0.96695 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	-1.00000–0.96695 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	-1.00000–0.96695 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 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	0.71294	0.71294	11821.00	16016.45	16016.45	True
LW60	0.17	0.15317	0.15317	11821.00	12765.10	12765.10	True
LW60	0.33	0.04684	0.04684	11821.00	12147.50	12147.50	True
LW60	0.50	0.00446	0.00446	11821.00	11901.30	11901.30	True
LW60	0.67	-0.01324	-0.01324	11821.00	11798.50	11798.50	True
LW60	0.83	-0.02525	-0.02525	11821.00	11728.73	11728.73	True
LW60	1.00	-0.01281	-0.01281	11821.00	11801.00	11801.00	True
LW60	1.17	-0.01281	-0.01281	11821.00	11801.00	11801.00	True
LW60	1.33	-0.01496	-0.01496	11821.00	11788.50	11788.50	True
LW60	1.50	-0.01238	-0.01238	11821.00	11803.50	11803.50	True
LW60	1.67	-0.01109	-0.01109	11821.00	11811.00	11811.00	True
LW60	1.83	-0.00765	-0.00765	11821.00	11831.00	11831.00	True
LW60	2.00	-0.00377	-0.00377	11821.00	11853.50	11853.50	True
LW60	2.17	-0.00334	-0.00334	11821.00	11856.00	11856.00	True
LW60	2.33	-0.00334	-0.00334	11821.00	11856.00	11856.00	True
LW60	2.50	-0.00119	-0.00119	11821.00	11868.50	11868.50	True
LW60	2.67	0.00268	0.00268	11821.00	11891.00	11891.00	True
LW60	2.83	0.00409	0.00409	11821.00	11899.18	11899.18	True
LW60	3.00	0.00441	0.00441	11821.00	11901.00	11901.00	True
LW60	3.17	0.00355	0.00355	11821.00	11896.00	11896.00	True
LW60	3.33	0.00225	0.00225	11821.00	11888.50	11888.50	True
LW60	3.50	0.00096	0.00096	11821.00	11881.00	11881.00	True
LW60	3.67	0.00053	0.00053	11821.00	11878.50	11878.50	True
LW60	3.83	0.00057	0.00057	11821.00	11878.73	11878.73	True
LW60	4.00	-0.00334	-0.00334	11821.00	11856.00	11856.00	True
LW60	4.17	-0.00937	-0.00937	11821.00	11821.00	11821.00	True
LW60	4.33	-0.01841	-0.01841	11821.00	11768.50	11768.50	True
LW60	4.50	-0.02960	-0.02960	11821.00	11703.50	11703.50	True
LW60	4.67	-0.04495	-0.04495	11821.00	11614.30	11614.30	True
LW60	4.83	-0.06615	-0.06615	11821.00	11491.18	11491.18	True
LW60	5.00	-0.08564	-0.08564	11821.00	11378.00	11378.00	True
LW60	5.17	-0.09889	-0.09889	11821.00	11301.00	11301.00	True
LW60	5.33	-0.10612	-0.10612	11821.00	11259.00	11259.00	True
LW60	5.50	-0.10698	-0.10698	11821.00	11254.00	11254.00	True
LW60	5.67	-0.10526	-0.10526	11821.00	11264.00	11264.00	True
LW60	5.83	-0.09767	-0.09767	11821.00	11308.09	11308.09	True
LW60	6.00	-0.09209	-0.09209	11821.00	11340.50	11340.50	True
LW60	6.17	-0.08865	-0.08865	11821.00	11360.50	11360.50	True
LW60	6.33	-0.08477	-0.08477	11821.00	11383.00	11383.00	True
LW60	6.50	-0.08477	-0.08477	11821.00	11383.00	11383.00	True
LW60	6.67	-0.08477	-0.08477	11821.00	11383.00	11383.00	True
LW60	6.83	-0.08751	-0.08751	11821.00	11367.09	11367.09	True
LW60	7.00	-0.09424	-0.09424	11821.00	11328.00	11328.00	True
LW60	7.17	-0.10230	-0.10230	11821.00	11281.20	11281.20	True
LW60	7.33	-0.11382	-0.11382	11821.00	11214.30	11214.30	True
LW60	7.50	-0.12615	-0.12615	11821.00	11142.70	11142.70	True
LW60	7.67	-0.13591	-0.13591	11821.00	11086.00	11086.00	True
LW60	7.83	-0.14711	-0.14711	11821.00	11020.91	11020.91	True
LW60	8.00	-0.16815	-0.16815	11821.00	10898.70	10898.70	True
LW60	8.17	-0.19437	-0.19437	11821.00	10746.40	10746.40	True
LW60	8.33	-0.21925	-0.21925	11821.00	10601.90	10601.90	True
LW60	8.50	-0.23902	-0.23902	11821.00	10487.10	10487.10	True
LW60	8.67	-0.25455	-0.25455	11821.00	10396.90	10396.90	True
LW60	8.83	-0.26750	-0.26750	11821.00	10321.64	10321.64	True
LW60	9.00	-0.27433	-0.27433	11821.00	10282.00	10282.00	True
LW60	9.17	-0.27519	-0.27519	11821.00	10277.00	10277.00	True
LW60	9.33	-0.27767	-0.27767	11821.00	10262.60	10262.60	True
LW60	9.50	-0.27684	-0.27684	11821.00	10267.40	10267.40	True
LW60	9.67	-0.27560	-0.27560	11821.00	10274.60	10274.60	True
LW60	9.83	-0.27932	-0.27932	11821.00	10253.00	10253.00	True
LW60	10.00	-0.27932	-0.27932	11821.00	10253.00	10253.00	True
LW60	10.17	-0.27973	-0.27973	11821.00	10250.60	10250.60	True
LW60	10.33	-0.28345	-0.28345	11821.00	10229.00	10229.00	True
LW60	10.50	-0.28388	-0.28388	11821.00	10226.50	10226.50	True
LW60	10.67	-0.28517	-0.28517	11821.00	10219.00	10219.00	True
LW60	10.83	-0.28737	-0.28737	11821.00	10206.27	10206.27	True
LW60	11.00	-0.28900	-0.28900	11821.00	10196.80	10196.80	True
LW60	11.17	-0.29189	-0.29189	11821.00	10180.00	10180.00	True
LW60	11.33	-0.29024	-0.29024	11821.00	10189.60	10189.60	True
LW60	11.50	-0.28774	-0.28774	11821.00	10204.10	10204.10	True
LW60	11.67	-0.28431	-0.28431	11821.00	10224.00	10224.00	True
LW60	11.83	-0.27932	-0.27932	11821.00	10253.00	10253.00	True
LW60	12.00	-0.27808	-0.27808	11821.00	10260.20	10260.20	True
LW60	12.17	-0.27560	-0.27560	11821.00	10274.60	10274.60	True
LW60	12.33	-0.27519	-0.27519	11821.00	10277.00	10277.00	True
LW60	12.50	-0.27519	-0.27519	11821.00	10277.00	10277.00	True
LW60	12.67	-0.27560	-0.27560	11821.00	10274.60	10274.60	True
LW60	12.83	-0.27556	-0.27556	11821.00	10274.82	10274.82	True
LW60	13.00	-0.27932	-0.27932	11821.00	10253.00	10253.00	True
LW60	13.17	-0.28139	-0.28139	11821.00	10241.00	10241.00	True
LW65	0.00	0.86775	0.86775	67854.37	93923.27	93923.27	True
LW65	0.17	0.13746	0.13746	67854.37	71556.70	71556.70	True
LW65	0.33	0.02725	0.02725	67854.37	68181.30	68181.30	True
LW65	0.50	-0.00656	-0.00656	67854.37	67145.90	67145.90	True
LW65	0.67	-0.01514	-0.01514	67854.37	66883.20	66883.20	True
LW65	0.83	-0.01197	-0.01197	67854.37	66980.27	66980.27	True
LW65	1.00	0.00641	0.00641	67854.37	67543.20	67543.20	True
LW65	1.17	0.01191	0.01191	67854.37	67711.50	67711.50	True
LW65	1.33	0.00989	0.00989	67854.37	67649.60	67649.60	True
LW65	1.50	0.01007	0.01007	67854.37	67655.30	67655.30	True
LW65	1.67	0.01467	0.01467	67854.37	67796.10	67796.10	True
LW65	1.83	0.01848	0.01848	67854.37	67912.64	67912.64	True
LW65	2.00	0.02443	0.02443	67854.37	68095.10	68095.10	True
LW65	2.17	0.02369	0.02369	67854.37	68072.30	68072.30	True
LW65	2.33	0.02424	0.02424	67854.37	68089.30	68089.30	True
LW65	2.50	0.02628	0.02628	67854.37	68151.60	68151.60	True
LW65	2.67	0.03052	0.03052	67854.37	68281.60	68281.60	True
LW65	2.83	0.03274	0.03274	67854.37	68349.64	68349.64	True
LW65	3.00	0.03256	0.03256	67854.37	68344.00	68344.00	True
LW65	3.17	0.03201	0.03201	67854.37	68327.00	68327.00	True
LW65	3.33	0.02997	0.02997	67854.37	68264.80	68264.80	True
LW65	3.50	0.02812	0.02812	67854.37	68208.10	68208.10	True
LW65	3.67	0.02701	0.02701	67854.37	68174.10	68174.10	True
LW65	3.83	0.02737	0.02737	67854.37	68184.91	68184.91	True
LW65	4.00	0.02038	0.02038	67854.37	67970.90	67970.90	True
LW65	4.17	0.01466	0.01466	67854.37	67795.90	67795.90	True
LW65	4.33	0.00605	0.00605	67854.37	67532.00	67532.00	True
LW65	4.50	-0.00693	-0.00693	67854.37	67134.50	67134.50	True
LW65	4.67	-0.02855	-0.02855	67854.37	66472.30	66472.30	True
LW65	4.83	-0.05369	-0.05369	67854.37	65702.27	65702.27	True
LW65	5.00	-0.07698	-0.07698	67854.37	64989.00	64989.00	True
LW65	5.17	-0.09348	-0.09348	67854.37	64483.90	64483.90	True
LW65	5.33	-0.10300	-0.10300	67854.37	64192.20	64192.20	True
LW65	5.50	-0.10159	-0.10159	67854.37	64235.40	64235.40	True
LW65	5.67	-0.09983	-0.09983	67854.37	64289.40	64289.40	True
LW65	5.83	-0.09078	-0.09078	67854.37	64566.55	64566.55	True
LW65	6.00	-0.08321	-0.08321	67854.37	64798.40	64798.40	True
LW65	6.17	-0.07735	-0.07735	67854.37	64977.80	64977.80	True
LW65	6.33	-0.06756	-0.06756	67854.37	65277.60	65277.60	True
LW65	6.50	-0.06326	-0.06326	67854.37	65409.20	65409.20	True
LW65	6.67	-0.05558	-0.05558	67854.37	65644.50	65644.50	True
LW65	6.83	-0.05272	-0.05272	67854.37	65732.00	65732.00	True
LW65	7.00	-0.05504	-0.05504	67854.37	65661.00	65661.00	True
LW65	7.17	-0.05915	-0.05915	67854.37	65535.10	65535.10	True
LW65	7.33	-0.06631	-0.06631	67854.37	65316.00	65316.00	True
LW65	7.50	-0.07343	-0.07343	67854.37	65097.90	65097.90	True
LW65	7.67	-0.07965	-0.07965	67854.37	64907.20	64907.20	True
LW65	7.83	-0.08176	-0.08176	67854.37	64842.73	64842.73	True
LW65	8.00	-0.09999	-0.09999	67854.37	64284.30	64284.30	True
LW65	8.17	-0.12960	-0.12960	67854.37	63377.40	63377.40	True
LW65	8.33	-0.15461	-0.15461	67854.37	62611.70	62611.70	True
LW65	8.50	-0.17917	-0.17917	67854.37	61859.40	61859.40	True
LW65	8.67	-0.19572	-0.19572	67854.37	61352.40	61352.40	True
LW65	8.83	-0.21224	-0.21224	67854.37	60846.64	60846.64	True
LW65	9.00	-0.22682	-0.22682	67854.37	60399.90	60399.90	True
LW65	9.17	-0.23353	-0.23353	67854.37	60194.40	60194.40	True
LW65	9.33	-0.23889	-0.23889	67854.37	60030.30	60030.30	True
LW65	9.50	-0.24056	-0.24056	67854.37	59979.30	59979.30	True
LW65	9.67	-0.24224	-0.24224	67854.37	59927.80	59927.80	True
LW65	9.83	-0.24203	-0.24203	67854.37	59934.27	59934.27	True
LW65	10.00	-0.24073	-0.24073	67854.37	59974.00	59974.00	True
LW65	10.17	-0.24023	-0.24023	67854.37	59989.40	59989.40	True
LW65	10.33	-0.24274	-0.24274	67854.37	59912.50	59912.50	True
LW65	10.50	-0.24005	-0.24005	67854.37	59994.70	59994.70	True
LW65	10.67	-0.24006	-0.24006	67854.37	59994.60	59994.60	True
LW65	10.83	-0.24187	-0.24187	67854.37	59939.00	59939.00	True
LW65	11.00	-0.24140	-0.24140	67854.37	59953.30	59953.30	True
LW65	11.17	-0.23972	-0.23972	67854.37	60004.80	60004.80	True
LW65	11.33	-0.23922	-0.23922	67854.37	60020.20	60020.20	True
LW65	11.50	-0.23454	-0.23454	67854.37	60163.60	60163.60	True
LW65	11.67	-0.22984	-0.22984	67854.37	60307.40	60307.40	True
LW65	11.83	-0.22480	-0.22480	67854.37	60461.73	60461.73	True
LW65	12.00	-0.22481	-0.22481	67854.37	60461.70	60461.70	True
LW65	12.17	-0.22548	-0.22548	67854.37	60441.10	60441.10	True
LW65	12.33	-0.22312	-0.22312	67854.37	60513.20	60513.20	True
LW65	12.50	-0.22581	-0.22581	67854.37	60430.80	60430.80	True
LW65	12.67	-0.22530	-0.22530	67854.37	60446.40	60446.40	True
LW65	12.83	-0.22266	-0.22266	67854.37	60527.27	60527.27	True
LW65	13.00	-0.22094	-0.22094	67854.37	60580.00	60580.00	True
LW65	13.17	-0.22161	-0.22161	67854.37	60559.70	60559.70	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