Public Atlas · Sample evidence
Inspect this sample's raw signals, on-demand normalization, sensor provenance, and response features.
Evidence overview
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.
Dataset: AST-CIP-2026-07 | Medium: TSB | Organism: Escherichia coli ATCC BAA-196 | Run: cip_ecoli_baa196_inc3 | Role: sample
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.
| Run folder | cip_ecoli_baa196_inc3 | Run date | 2026-07-23 |
|---|---|---|---|
| Media | TSB | Incubator | Inc 3 |
| Well file | 2026-07-23 _E. coli 196 Cip_A3.xlsx | Well ID | A3 |
| Sample role | sample | Sample status | ast_test_no_growth |
| Main analysis included | True | Red/pink flag | False |
| LW65 problem flag | False | Source group | Ciprofloxacin; test; no_growth |
| Strain source | ATCC BAA-196 | Preprocessing | ast_mvoc_raw_xlsx_v1; source-sequence retained; one-minute preview only for high-cadence files |
| Baseline window | 0-1 hours; normalization on demand | Feature window | not precomputed |
| Channel | Design version | Paper label | Manufacturer | Platform/version |
|---|---|---|---|---|
| LW60 | Mapping not established | NanoBioFAB | NBF AST mVOC sensor array July 2026 source package | |
| LW61 | Mapping not established | NanoBioFAB | NBF AST mVOC sensor array July 2026 source package | |
| LW62 | Mapping not established | NanoBioFAB | NBF AST mVOC sensor array July 2026 source package | |
| LW63 | Mapping not established | NanoBioFAB | NBF AST mVOC sensor array July 2026 source package | |
| LW64 | Mapping not established | NanoBioFAB | NBF AST mVOC sensor array July 2026 source package | |
| LW65 | Mapping not established | NanoBioFAB | NBF AST mVOC sensor array July 2026 source package |
| Sensor | Feature | Value | Window | ||
|---|---|---|---|---|---|
| No sensor features are available for this sample. | |||||
Staff-approved calculation
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
Uses the baseline-normalized values imported with the source dataset. The source, statistic, and window controls do not alter this strategy. This policy applies to every public normalized view of AST-CIP-2026-07.
Use the normalized value supplied with the published datasetSource: Clean signal · Calculated from 2930 source points
Control overlay: mean of 2 control samples matched from the same experimental run. Dashed lines are controls; solid lines are this sample.
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.
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.
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.
|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.
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.
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.
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.
Direct resistance evidence before normalization.
| Channel and role | Visual style | Elapsed time range | Raw resistance range |
|---|---|---|---|
| LW60 | Solid sample line | 0.00–24.00 h | 4733.00–60875.00 Ω |
| LW65 | 5 1 1 1 sample dash pattern | 0.00–24.00 h | 4733.00–60875.00 Ω |
| LW60 control mean | Control mean dash pattern for LW60 | 0.00–24.00 h | 4733.00–60875.00 Ω |
| LW65 control mean | Control mean dash pattern for LW65 | 0.00–24.00 h | 4733.00–60875.00 Ω |
No plottable rows match the selected sensors and normalization settings.
The displayed value follows the selected strategy. Imported and source values remain available for provenance.
| Sensor | Elapsed h | Displayed value | Imported normalized | R0 | Raw | Clean | Baseline valid |
|---|---|---|---|---|---|---|---|
| LW60 | 0.00 | 53846.00 | False | ||||
| LW60 | 0.02 | 54083.00 | False | ||||
| LW60 | 0.03 | 56152.00 | False | ||||
| LW60 | 0.05 | 57480.00 | False | ||||
| LW60 | 0.07 | 58277.00 | False | ||||
| LW60 | 0.08 | 58730.00 | False | ||||
| LW60 | 0.10 | 59033.00 | False | ||||
| LW60 | 0.11 | 59184.00 | False | ||||
| LW60 | 0.13 | 59184.00 | False | ||||
| LW60 | 0.15 | 59134.00 | False | ||||
| LW60 | 0.16 | 59033.00 | False | ||||
| LW60 | 0.18 | 59033.00 | False | ||||
| LW60 | 0.20 | 59033.00 | False | ||||
| LW60 | 0.21 | 58982.00 | False | ||||
| LW60 | 0.23 | 58982.00 | False | ||||
| LW60 | 0.25 | 59033.00 | False | ||||
| LW60 | 0.26 | 59033.00 | False | ||||
| LW60 | 0.28 | 59134.00 | False | ||||
| LW60 | 0.30 | 59134.00 | False | ||||
| LW60 | 0.31 | 59184.00 | False | ||||
| LW60 | 0.33 | 59286.00 | False | ||||
| LW60 | 0.34 | 59337.00 | False | ||||
| LW60 | 0.36 | 59438.00 | False | ||||
| LW60 | 0.38 | 59540.00 | False | ||||
| LW60 | 0.39 | 59591.00 | False | ||||
| LW60 | 0.41 | 59693.00 | False | ||||
| LW60 | 0.43 | 59693.00 | False | ||||
| LW60 | 0.44 | 59795.00 | False | ||||
| LW60 | 0.46 | 59795.00 | False | ||||
| LW60 | 0.48 | 59846.00 | False | ||||
| LW60 | 0.49 | 59897.00 | False | ||||
| LW60 | 0.51 | 59948.00 | False | ||||
| LW60 | 0.52 | 59948.00 | False | ||||
| LW60 | 0.54 | 59948.00 | False | ||||
| LW60 | 0.56 | 60000.00 | False | ||||
| LW60 | 0.57 | 60000.00 | False | ||||
| LW60 | 0.59 | 60051.00 | False | ||||
| LW60 | 0.61 | 60102.00 | False | ||||
| LW60 | 0.62 | 60153.00 | False | ||||
| LW60 | 0.64 | 60153.00 | False | ||||
| LW60 | 0.66 | 60205.00 | False | ||||
| LW60 | 0.67 | 60205.00 | False | ||||
| LW60 | 0.69 | 60256.00 | False | ||||
| LW60 | 0.70 | 60205.00 | False | ||||
| LW60 | 0.72 | 60307.00 | False | ||||
| LW60 | 0.74 | 60307.00 | False | ||||
| LW60 | 0.75 | 60359.00 | False | ||||
| LW60 | 0.77 | 60359.00 | False | ||||
| LW60 | 0.79 | 60462.00 | False | ||||
| LW60 | 0.80 | 60462.00 | False | ||||
| LW60 | 0.82 | 60565.00 | False | ||||
| LW60 | 0.84 | 60565.00 | False | ||||
| LW60 | 0.85 | 60616.00 | False | ||||
| LW60 | 0.87 | 60668.00 | False | ||||
| LW60 | 0.89 | 60668.00 | False | ||||
| LW60 | 0.90 | 60720.00 | False | ||||
| LW60 | 0.92 | 60720.00 | False | ||||
| LW60 | 0.93 | 60720.00 | False | ||||
| LW60 | 0.95 | 60720.00 | False | ||||
| LW60 | 0.97 | 60720.00 | False | ||||
| LW60 | 0.98 | 60720.00 | False | ||||
| LW60 | 1.00 | 60771.00 | False | ||||
| LW60 | 1.02 | 60720.00 | False | ||||
| LW60 | 1.03 | 60720.00 | False | ||||
| LW60 | 1.05 | 60720.00 | False | ||||
| LW60 | 1.07 | 60720.00 | False | ||||
| LW60 | 1.08 | 60771.00 | False | ||||
| LW60 | 1.10 | 60771.00 | False | ||||
| LW60 | 1.11 | 60823.00 | False | ||||
| LW60 | 1.13 | 60771.00 | False | ||||
| LW60 | 1.15 | 60823.00 | False | ||||
| LW60 | 1.16 | 60771.00 | False | ||||
| LW60 | 1.18 | 60823.00 | False | ||||
| LW60 | 1.20 | 60771.00 | False | ||||
| LW60 | 1.21 | 60771.00 | False | ||||
| LW60 | 1.23 | 60823.00 | False | ||||
| LW60 | 1.25 | 60823.00 | False | ||||
| LW60 | 1.26 | 60875.00 | False | ||||
| LW60 | 1.28 | 60875.00 | False | ||||
| LW60 | 1.30 | 60875.00 | False | ||||
| LW65 | 0.00 | 18399.00 | False | ||||
| LW65 | 0.02 | 18539.00 | False | ||||
| LW65 | 0.03 | 19075.00 | False | ||||
| LW65 | 0.05 | 19417.00 | False | ||||
| LW65 | 0.07 | 19645.00 | False | ||||
| LW65 | 0.08 | 19789.00 | False | ||||
| LW65 | 0.10 | 19846.00 | False | ||||
| LW65 | 0.11 | 19875.00 | False | ||||
| LW65 | 0.13 | 19817.00 | False | ||||
| LW65 | 0.15 | 19760.00 | False | ||||
| LW65 | 0.16 | 19731.00 | False | ||||
| LW65 | 0.18 | 19703.00 | False | ||||
| LW65 | 0.20 | 19703.00 | False | ||||
| LW65 | 0.21 | 19703.00 | False | ||||
| LW65 | 0.23 | 19731.00 | False | ||||
| LW65 | 0.25 | 19789.00 | False | ||||
| LW65 | 0.26 | 19817.00 | False | ||||
| LW65 | 0.28 | 19904.00 | False | ||||
| LW65 | 0.30 | 19932.00 | False | ||||
| LW65 | 0.31 | 19961.00 | False | ||||
| LW65 | 0.33 | 20019.00 | False | ||||
| LW65 | 0.34 | 20048.00 | False | ||||
| LW65 | 0.36 | 20105.00 | False | ||||
| LW65 | 0.38 | 20134.00 | False | ||||
| LW65 | 0.39 | 20163.00 | False | ||||
| LW65 | 0.41 | 20221.00 | False | ||||
| LW65 | 0.43 | 20250.00 | False | ||||
| LW65 | 0.44 | 20279.00 | False | ||||
| LW65 | 0.46 | 20307.00 | False | ||||
| LW65 | 0.48 | 20336.00 | False | ||||
| LW65 | 0.49 | 20394.00 | False | ||||
| LW65 | 0.51 | 20423.00 | False | ||||
| LW65 | 0.52 | 20423.00 | False | ||||
| LW65 | 0.54 | 20481.00 | False | ||||
| LW65 | 0.56 | 20510.00 | False | ||||
| LW65 | 0.57 | 20510.00 | False | ||||
| LW65 | 0.59 | 20569.00 | False | ||||
| LW65 | 0.61 | 20569.00 | False | ||||
| LW65 | 0.62 | 20627.00 | False | ||||
| LW65 | 0.64 | 20627.00 | False | ||||
| LW65 | 0.66 | 20627.00 | False | ||||
| LW65 | 0.67 | 20685.00 | False | ||||
| LW65 | 0.69 | 20685.00 | False | ||||
| LW65 | 0.70 | 20714.00 | False | ||||
| LW65 | 0.72 | 20714.00 | False | ||||
| LW65 | 0.74 | 20714.00 | False | ||||
| LW65 | 0.75 | 20802.00 | False | ||||
| LW65 | 0.77 | 20772.00 | False | ||||
| LW65 | 0.79 | 20802.00 | False | ||||
| LW65 | 0.80 | 20831.00 | False | ||||
| LW65 | 0.82 | 20860.00 | False | ||||
| LW65 | 0.84 | 20860.00 | False | ||||
| LW65 | 0.85 | 20889.00 | False | ||||
| LW65 | 0.87 | 20918.00 | False | ||||
| LW65 | 0.89 | 20918.00 | False | ||||
| LW65 | 0.90 | 20918.00 | False | ||||
| LW65 | 0.92 | 20918.00 | False | ||||
| LW65 | 0.93 | 20948.00 | False | ||||
| LW65 | 0.95 | 20977.00 | False | ||||
| LW65 | 0.97 | 20948.00 | False | ||||
| LW65 | 0.98 | 20948.00 | False | ||||
| LW65 | 1.00 | 21006.00 | False | ||||
| LW65 | 1.02 | 20977.00 | False | ||||
| LW65 | 1.03 | 20977.00 | False | ||||
| LW65 | 1.05 | 21006.00 | False | ||||
| LW65 | 1.07 | 21006.00 | False | ||||
| LW65 | 1.08 | 21006.00 | False | ||||
| LW65 | 1.10 | 21036.00 | False | ||||
| LW65 | 1.11 | 21065.00 | False | ||||
| LW65 | 1.13 | 21036.00 | False | ||||
| LW65 | 1.15 | 21094.00 | False | ||||
| LW65 | 1.16 | 21094.00 | False | ||||
| LW65 | 1.18 | 21094.00 | False | ||||
| LW65 | 1.20 | 21124.00 | False | ||||
| LW65 | 1.21 | 21124.00 | False | ||||
| LW65 | 1.23 | 21124.00 | False | ||||
| LW65 | 1.25 | 21124.00 | False | ||||
| LW65 | 1.26 | 21124.00 | False | ||||
| LW65 | 1.28 | 21153.00 | False | ||||
| LW65 | 1.30 | 21153.00 | False |
This region contains a wide data table. Use horizontal scrolling to reveal additional columns when needed.