Whole-Cell Model Comparison planning
Investigation report Β· whole-cell-model-comparison Β· generated 2026-08-17 13:32 UTC Β· for expert review β results below reflect completed runs.
π Executive summary in-progress Does v2ecoli reproduce vEcoli across nutrient conditions when both engines swap FBA Metabolism for MetabolismRedux? Five studies (basal, with_aa,β¦
Does v2ecoli reproduce vEcoli across nutrient conditions when both engines swap FBA Metabolism for MetabolismRedux? Five studies (basal, with_aa, succinate, no_oxygen, acetate) run both engines from matched ParCa initial states, single generation, 6 seeds requested per condition (5 effective vEcoli seeds; 4 for acetate), and grade v2ecoli against a live vEcoli reference on cell, dry, protein and RNA mass, and growth rate.
HEADLINE: v2ecoli reproduces genuine vEcoli under the MetabolismRedux swap across all five nutrient conditions. PARCA (t=0 initial-state match): within_tol on ALL five conditions -- both engines start from identical states. STATISTICAL (Welch t-test, gen-1): all four masses (cell, dry, protein, rna) are within_tol on ALL five conditions; no condition is graded a mismatch. Per-condition overall statistical verdict is within_tol on every axis for with_aa; basal, succinate, no_oxygen and acetate are graded drift, driven solely by the instantaneous growth-rate axis (active_RNAP/active_ribosome are ungraded -- not in the local reader's observable set).
RESULT (matched gen-1 median |delta|, standard card): basal cell 0.14% dry 0.15% protein 0.09% rna 0.60% growth 10.4% with_aa cell 0.86% dry 0.86% protein 0.13% rna 0.34% growth 4.3% succinate cell 1.49% dry 1.50% protein 0.92% rna 3.50% growth 13.4% no_oxygen cell 0.70% dry 0.70% protein 0.20% rna 1.23% growth 15.3% acetate cell 0.53% dry 0.53% protein 1.09% rna 2.19% growth 12.1%
INTERPRETATION: masses are within tolerance everywhere and initial states are identical (parca within_tol on all five conditions); the only residual is a growth-rate DRIFT (amber, not a mismatch) on 4 of 5 conditions, plausibly the noisy per-tick instantaneous-growth-rate derivative at single-generation shape with ~5 seeds. Multi-generation was deferred: a pbg division bug surfaces with injected processes, so this run is single-generation by design, not by failure.
Question. Does v2ecoli reproduce vEcoli across nutrient conditions and metabolism process swaps?
𧬠Biology β the mechanism this investigation models v2ecoli and vEcoli are two implementations of the same idea: a mechanistic whole-cell model of E. coli that simulates metabolism, gene expression, replication, and divisionβ¦
v2ecoli and vEcoli are two implementations of the same idea: a mechanistic whole-cell model of E. coli that simulates metabolism, gene expression, replication, and division for a single cell over its cycle. vEcoli is the established Covert-lab process-bigraph model; v2ecoli is the reimplementation this workspace develops.
Because both descend from the same underlying biology and parameter pipeline (ParCa / sim_data), a faithful v2ecoli should reproduce vEcoli's growth and mass trajectories when both start from matched initial states and run the same medium -- differences then point to implementation divergences, not biology. This investigation grades v2ecoli against a live vEcoli reference on cell, dry, protein and RNA mass and growth rate across nutrient conditions, treating vEcoli as the standard the newer engine must match.
Open questions & decisions needed
Investigation roadmap
- β acetate (8 pending)
- β basal (8 pending)
- β metabolism_redux_acetate (8 pending)
- β metabolism_redux_basal (8 pending)
- β metabolism_redux_no_oxygen (8 pending)
- β metabolism_redux_succinate (8 pending)
- β metabolism_redux_with_aa (8 pending)
- β no_oxygen (8 pending)
- β parca (1 passed)
- β statistical (1 passed Β· 1 pending)
- β succinate (8 pending)
- β with_aa (8 pending)
Studies
Each study is collapsed to a one-glance control panel β scan top to bottom, then click any panel to expand its full detail.
1.v2ecoli reproduces vEcoli on acetateπ§ͺ PreliminaryβΆ Ran Β· 1 runTests: 8β³β³ Tests pendingβ 1 clarity noteDoes v2ecoli reproduce vEcoli on the acetate condition?
Biology
v2ecoli reproduces vEcoli on acetate (4-seed gen-1, Welch t-test): cell, dry, RNA and protein mass within tolerance; growth rate shows a non-significant drift at the seed-noise level.
Overview
This study asks whether does v2ecoli reproduce vEcoli on the acetate condition?. Gate decision: In progress. Continue analysing run outcomes.
Purpose & background (study design)
Detailed findings
Infrastructure / computational findings (1)
Conclusion verdicts
Three-track verdict β each result is computed from canonical fields (gate evaluator, run status, finding tiers). The basis is the author's rationale.
Conditions β what we set up to test it
Baseline
v2ecoli.composites.ecoli_baseline.ecoli_baselineminimal_acetateWhat we ran (1 simulation)
One row per concrete run: the model composite, what changes vs the reference baseline, the condition / length, and its status.
| Simulation | Composite | Changes vs baseline | Run | CLI | Status |
|---|---|---|---|---|---|
| acetate-baseline | ecoli_baseline | reference baseline | acetate | vwb run study acetate | completed |
Success criteria (8 tests β 8 β³ pending)
Each test makes a specific scientific claim with a machine-checkable criterion (measure + pass_if). Tests are now evaluated by code against the run (the run/outcome spine: RunReader β evaluator): the pill shows the result, and the evidence line shows the measured value, whether it was computed by code or routed to an agent, and whether the code verdict agrees with the authored one (reconcile). β³ pending = the study hasn't run yet. Technical assertion + the exact evaluator are under "Technical details".
summary not generated yet β run the comparison.parca not generated yet β run the comparison.trajectory not generated yet β run the comparison.distribution not generated yet β run the comparison.metabolism not generated yet β run the comparison.composition not generated yet β run the comparison.Conclusion synthesis
Read-only synthesis derived from the study's canonical fields (findings, limitations, follow-up proposals).
- v2ecoli reproduces vEcoli on acetate (4-seed gen-1, Welch t-test): cell, dry, RNA and protein mass within tolerance; growth rate shows a non-significant drift at the seed-noise level.
- growth +15.9% (p=0.28, not significant); RNA +3.6%; cell +2.3%; dry +2.3%; protein +1.3% -- overall drift.
Pipeline-gate decision
In progressPipeline gate & conclusion logic (technical)
Prerequisites: none (root study)
Enables: β
2.v2ecoli reproduces vEcoli on basalπ§ͺ PreliminaryβΆ Ran Β· 1 runTests: 8β³β³ Tests pendingβ 1 clarity noteDoes v2ecoli reproduce vEcoli on the basal condition?
Biology
CONTROL -- v2ecoli reproduces vEcoli on basal (the ParCa fit point): all observables within tolerance (4-seed gen-1).
Overview
This study asks whether does v2ecoli reproduce vEcoli on the basal condition?. We recorded 1 finding confirm the expected biology. Gate decision: In progress. Continue analysing run outcomes.
Purpose & background (study design)
Detailed findings
Infrastructure / computational findings (1)
Conclusion verdicts
Three-track verdict β each result is computed from canonical fields (gate evaluator, run status, finding tiers). The basis is the author's rationale.
Conditions β what we set up to test it
Baseline
v2ecoli.composites.ecoli_baseline.ecoli_baselineWhat we ran (1 simulation)
One row per concrete run: the model composite, what changes vs the reference baseline, the condition / length, and its status.
| Simulation | Composite | Changes vs baseline | Run | CLI | Status |
|---|---|---|---|---|---|
| basal-baseline | ecoli_baseline | reference baseline | basal | vwb run study basal | completed |
Visualisations from the latest run
Success criteria (8 tests β 8 β³ pending)
Each test makes a specific scientific claim with a machine-checkable criterion (measure + pass_if). Tests are now evaluated by code against the run (the run/outcome spine: RunReader β evaluator): the pill shows the result, and the evidence line shows the measured value, whether it was computed by code or routed to an agent, and whether the code verdict agrees with the authored one (reconcile). β³ pending = the study hasn't run yet. Technical assertion + the exact evaluator are under "Technical details".
summary not generated yet β run the comparison.trajectory not generated yet β run the comparison.distribution not generated yet β run the comparison.metabolism not generated yet β run the comparison.composition not generated yet β run the comparison.Conclusion synthesis
Read-only synthesis derived from the study's canonical fields (findings, limitations, follow-up proposals).
- CONTROL -- v2ecoli reproduces vEcoli on basal (the ParCa fit point): all observables within tolerance (4-seed gen-1).
- cell/dry +1.x%, protein/RNA <1.5%, growth ~+5% at seed-noise level -- all within_tol.
Pipeline-gate decision
In progressPipeline gate & conclusion logic (technical)
Prerequisites: none (root study)
Enables: β
3.v2ecoli reproduces vEcoli with MetabolismRedux (acetate)π§ͺ PreliminaryβΆ Ran Β· 1 runTests: 8β³β³ Tests pendingβ 1 clarity noteDoes v2ecoli reproduce vEcoli on acetate when both engines swap FBA Metabolism for MetabolismRedux?
Biology
Measured (6 seeds requested, 4 effective vEcoli, gen-1, matched timepoints): parca (t=0 initial-state match) within_tol. Statistical card (Welch t-test) overall verdict drift -- driven solely by growth-rate -- all four masses within_tol. Matched gen-1 median |delta|: cell 0.53%, dry 0.53%, protein 1.09%, rna 2.19%, growth 12.1%. No mismatch on any axis; active_RNAP/active_ribosome are ungraded (not in the local reader's observable set).
Overview
This study asks whether does v2ecoli reproduce vEcoli on acetate when both engines swap FBA Metabolism for MetabolismRedux?. We recorded 1 finding confirm the expected biology. Gate decision: In progress. Continue analysing run outcomes.
Purpose & background (study design)
Detailed findings
Infrastructure / computational findings (1)
Conclusion verdicts
Three-track verdict β each result is computed from canonical fields (gate evaluator, run status, finding tiers). The basis is the author's rationale.
Conditions β what we set up to test it
Baseline
v2ecoli.composites.ecoli_baseline.ecoli_baselineacetateecoli-metabolism-reduxWhat we ran (1 simulation)
One row per concrete run: the model composite, what changes vs the reference baseline, the condition / length, and its status.
| Simulation | Composite | Changes vs baseline | Run | CLI | Status |
|---|---|---|---|---|---|
| metabolism_redux_acetate-baseline | ecoli_baseline | reference baseline | acetate | vwb run study metabolism_redux_acetate | completed |
Success criteria (8 tests β 8 β³ pending)
Each test makes a specific scientific claim with a machine-checkable criterion (measure + pass_if). Tests are now evaluated by code against the run (the run/outcome spine: RunReader β evaluator): the pill shows the result, and the evidence line shows the measured value, whether it was computed by code or routed to an agent, and whether the code verdict agrees with the authored one (reconcile). β³ pending = the study hasn't run yet. Technical assertion + the exact evaluator are under "Technical details".
summary not generated yet β run the comparison.Conclusion synthesis
Read-only synthesis derived from the study's canonical fields (findings, limitations, follow-up proposals).
- Measured (6 seeds requested, 4 effective vEcoli, gen-1, matched timepoints): parca (t=0 initial-state match) within_tol. Statistical card (Welch t-test) overall verdict drift -- driven solely by growth-rate -- all four masses within_tol. Matched gen-1 median |delta|: cell 0.53%, dry 0.53%, protein 1.09%, rna 2.19%, growth 12.1%. No mismatch on any axis; active_RNAP/active_ribosome are ungraded (not in the local reader's observable set).
- parca within_tol; cell/dry/protein/rna mass all within_tol (median |delta| 0.53%/0.53%/1.09%/2.19%); growth-rate median |delta| 12.1% (sole driver of the drift verdict).
Pipeline-gate decision
In progressPipeline gate & conclusion logic (technical)
Prerequisites: none (root study)
Enables: β
4.v2ecoli reproduces vEcoli with MetabolismRedux (basal)π§ͺ PreliminaryβΆ Ran Β· 1 runTests: 8β³β³ Tests pendingβ 1 clarity noteDoes v2ecoli reproduce vEcoli on basal when both engines swap FBA Metabolism for MetabolismRedux?
Biology
Measured (6 seeds requested, 5 effective vEcoli, gen-1, matched timepoints): parca (t=0 initial-state match) within_tol. Statistical card (Welch t-test) overall verdict drift -- driven solely by growth-rate -- all four masses within_tol. Matched gen-1 median |delta|: cell 0.14%, dry 0.15%, protein 0.09%, rna 0.60%, growth 10.4%. No mismatch on any axis; active_RNAP/active_ribosome are ungraded (not in the local reader's observable set).
Overview
This study asks whether does v2ecoli reproduce vEcoli on basal when both engines swap FBA Metabolism for MetabolismRedux?. We recorded 1 finding confirm the expected biology. Gate decision: In progress. Continue analysing run outcomes.
Purpose & background (study design)
Detailed findings
Infrastructure / computational findings (1)
Conclusion verdicts
Three-track verdict β each result is computed from canonical fields (gate evaluator, run status, finding tiers). The basis is the author's rationale.
Conditions β what we set up to test it
Baseline
v2ecoli.composites.ecoli_baseline.ecoli_baselinebasalecoli-metabolism-reduxWhat we ran (1 simulation)
One row per concrete run: the model composite, what changes vs the reference baseline, the condition / length, and its status.
| Simulation | Composite | Changes vs baseline | Run | CLI | Status |
|---|---|---|---|---|---|
| metabolism_redux_basal-baseline | ecoli_baseline | reference baseline | basal | vwb run study metabolism_redux_basal | completed |
Success criteria (8 tests β 8 β³ pending)
Each test makes a specific scientific claim with a machine-checkable criterion (measure + pass_if). Tests are now evaluated by code against the run (the run/outcome spine: RunReader β evaluator): the pill shows the result, and the evidence line shows the measured value, whether it was computed by code or routed to an agent, and whether the code verdict agrees with the authored one (reconcile). β³ pending = the study hasn't run yet. Technical assertion + the exact evaluator are under "Technical details".
summary not generated yet β run the comparison.Conclusion synthesis
Read-only synthesis derived from the study's canonical fields (findings, limitations, follow-up proposals).
- Measured (6 seeds requested, 5 effective vEcoli, gen-1, matched timepoints): parca (t=0 initial-state match) within_tol. Statistical card (Welch t-test) overall verdict drift -- driven solely by growth-rate -- all four masses within_tol. Matched gen-1 median |delta|: cell 0.14%, dry 0.15%, protein 0.09%, rna 0.60%, growth 10.4%. No mismatch on any axis; active_RNAP/active_ribosome are ungraded (not in the local reader's observable set).
- parca within_tol; cell/dry/protein/rna mass all within_tol (median |delta| 0.14%/0.15%/0.09%/0.60%); growth-rate median |delta| 10.4% (sole driver of the drift verdict).
Pipeline-gate decision
In progressPipeline gate & conclusion logic (technical)
Prerequisites: none (root study)
Enables: β
5.v2ecoli reproduces vEcoli with MetabolismRedux (no_oxygen)π§ͺ PreliminaryβΆ Ran Β· 1 runTests: 8β³β³ Tests pendingβ 1 clarity noteDoes v2ecoli reproduce vEcoli on no_oxygen when both engines swap FBA Metabolism for MetabolismRedux?
Biology
Measured (6 seeds requested, 5 effective vEcoli, gen-1, matched timepoints): parca (t=0 initial-state match) within_tol. Statistical card (Welch t-test) overall verdict drift -- driven solely by growth-rate -- all four masses within_tol (largest growth-rate delta of the five conditions). Matched gen-1 median |delta|: cell 0.70%, dry 0.70%, protein 0.20%, rna 1.23%, growth 15.3%. No mismatch on any axis; active_RNAP/active_ribosome are ungraded (not in the local reader's observable set).
Overview
This study asks whether does v2ecoli reproduce vEcoli on no_oxygen when both engines swap FBA Metabolism for MetabolismRedux?. We recorded 1 finding confirm the expected biology. Gate decision: In progress. Continue analysing run outcomes.
Purpose & background (study design)
Detailed findings
Infrastructure / computational findings (1)
Conclusion verdicts
Three-track verdict β each result is computed from canonical fields (gate evaluator, run status, finding tiers). The basis is the author's rationale.
Conditions β what we set up to test it
Baseline
v2ecoli.composites.ecoli_baseline.ecoli_baselineno_oxygenecoli-metabolism-reduxWhat we ran (1 simulation)
One row per concrete run: the model composite, what changes vs the reference baseline, the condition / length, and its status.
| Simulation | Composite | Changes vs baseline | Run | CLI | Status |
|---|---|---|---|---|---|
| metabolism_redux_no_oxygen-baseline | ecoli_baseline | reference baseline | no_oxygen | vwb run study metabolism_redux_no_oxygen | completed |
Success criteria (8 tests β 8 β³ pending)
Each test makes a specific scientific claim with a machine-checkable criterion (measure + pass_if). Tests are now evaluated by code against the run (the run/outcome spine: RunReader β evaluator): the pill shows the result, and the evidence line shows the measured value, whether it was computed by code or routed to an agent, and whether the code verdict agrees with the authored one (reconcile). β³ pending = the study hasn't run yet. Technical assertion + the exact evaluator are under "Technical details".
summary not generated yet β run the comparison.Conclusion synthesis
Read-only synthesis derived from the study's canonical fields (findings, limitations, follow-up proposals).
- Measured (6 seeds requested, 5 effective vEcoli, gen-1, matched timepoints): parca (t=0 initial-state match) within_tol. Statistical card (Welch t-test) overall verdict drift -- driven solely by growth-rate -- all four masses within_tol (largest growth-rate delta of the five conditions). Matched gen-1 median |delta|: cell 0.70%, dry 0.70%, protein 0.20%, rna 1.23%, growth 15.3%. No mismatch on any axis; active_RNAP/active_ribosome are ungraded (not in the local reader's observable set).
- parca within_tol; cell/dry/protein/rna mass all within_tol (median |delta| 0.70%/0.70%/0.20%/1.23%); growth-rate median |delta| 15.3% (sole driver of the drift verdict).
Pipeline-gate decision
In progressPipeline gate & conclusion logic (technical)
Prerequisites: none (root study)
Enables: β
6.v2ecoli reproduces vEcoli with MetabolismRedux (succinate)π§ͺ PreliminaryβΆ Ran Β· 1 runTests: 8β³β³ Tests pendingβ 1 clarity noteDoes v2ecoli reproduce vEcoli on succinate when both engines swap FBA Metabolism for MetabolismRedux?
Biology
Measured (6 seeds requested, 5 effective vEcoli, gen-1, matched timepoints): parca (t=0 initial-state match) within_tol. Statistical card (Welch t-test) overall verdict drift -- driven solely by growth-rate -- all four masses within_tol (largest mass deltas of the five conditions, still within tolerance). Matched gen-1 median |delta|: cell 1.49%, dry 1.50%, protein 0.92%, rna 3.50%, growth 13.4%. No mismatch on any axis; active_RNAP/active_ribosome are ungraded (not in the local reader's observable set).
Overview
This study asks whether does v2ecoli reproduce vEcoli on succinate when both engines swap FBA Metabolism for MetabolismRedux?. We recorded 1 finding confirm the expected biology. Gate decision: In progress. Continue analysing run outcomes.
Purpose & background (study design)
Detailed findings
Infrastructure / computational findings (1)
Conclusion verdicts
Three-track verdict β each result is computed from canonical fields (gate evaluator, run status, finding tiers). The basis is the author's rationale.
Conditions β what we set up to test it
Baseline
v2ecoli.composites.ecoli_baseline.ecoli_baselinesuccinateecoli-metabolism-reduxWhat we ran (1 simulation)
One row per concrete run: the model composite, what changes vs the reference baseline, the condition / length, and its status.
| Simulation | Composite | Changes vs baseline | Run | CLI | Status |
|---|---|---|---|---|---|
| metabolism_redux_succinate-baseline | ecoli_baseline | reference baseline | succinate | vwb run study metabolism_redux_succinate | completed |
Success criteria (8 tests β 8 β³ pending)
Each test makes a specific scientific claim with a machine-checkable criterion (measure + pass_if). Tests are now evaluated by code against the run (the run/outcome spine: RunReader β evaluator): the pill shows the result, and the evidence line shows the measured value, whether it was computed by code or routed to an agent, and whether the code verdict agrees with the authored one (reconcile). β³ pending = the study hasn't run yet. Technical assertion + the exact evaluator are under "Technical details".
summary not generated yet β run the comparison.Conclusion synthesis
Read-only synthesis derived from the study's canonical fields (findings, limitations, follow-up proposals).
- Measured (6 seeds requested, 5 effective vEcoli, gen-1, matched timepoints): parca (t=0 initial-state match) within_tol. Statistical card (Welch t-test) overall verdict drift -- driven solely by growth-rate -- all four masses within_tol (largest mass deltas of the five conditions, still within tolerance). Matched gen-1 median |delta|: cell 1.49%, dry 1.50%, protein 0.92%, rna 3.50%, growth 13.4%. No mismatch on any axis; active_RNAP/active_ribosome are ungraded (not in the local reader's observable set).
- parca within_tol; cell/dry/protein/rna mass all within_tol (median |delta| 1.49%/1.50%/0.92%/3.50%); growth-rate median |delta| 13.4% (sole driver of the drift verdict).
Pipeline-gate decision
In progressPipeline gate & conclusion logic (technical)
Prerequisites: none (root study)
Enables: β
7.v2ecoli reproduces vEcoli with MetabolismRedux (with_aa)π§ͺ PreliminaryβΆ Ran Β· 1 runTests: 8β³β³ Tests pendingβ 1 clarity noteDoes v2ecoli reproduce vEcoli on with_aa when both engines swap FBA Metabolism for MetabolismRedux?
Biology
Measured (6 seeds requested, 5 effective vEcoli, gen-1, matched timepoints): parca (t=0 initial-state match) within_tol. Statistical card (Welch t-test) overall verdict within_tol -- within_tol on ALL axes including growth rate -- the only fully within_tol condition of the five. Matched gen-1 median |delta|: cell 0.86%, dry 0.86%, protein 0.13%, rna 0.34%, growth 4.3%. No mismatch on any axis; active_RNAP/active_ribosome are ungraded (not in the local reader's observable set).
Overview
This study asks whether does v2ecoli reproduce vEcoli on with_aa when both engines swap FBA Metabolism for MetabolismRedux?. We recorded 1 finding confirm the expected biology. Gate decision: In progress. Continue analysing run outcomes.
Purpose & background (study design)
Detailed findings
Infrastructure / computational findings (1)
Conclusion verdicts
Three-track verdict β each result is computed from canonical fields (gate evaluator, run status, finding tiers). The basis is the author's rationale.
Conditions β what we set up to test it
Baseline
v2ecoli.composites.ecoli_baseline.ecoli_baselinewith_aaecoli-metabolism-reduxWhat we ran (1 simulation)
One row per concrete run: the model composite, what changes vs the reference baseline, the condition / length, and its status.
| Simulation | Composite | Changes vs baseline | Run | CLI | Status |
|---|---|---|---|---|---|
| metabolism_redux_with_aa-baseline | ecoli_baseline | reference baseline | with_aa | vwb run study metabolism_redux_with_aa | completed |
Success criteria (8 tests β 8 β³ pending)
Each test makes a specific scientific claim with a machine-checkable criterion (measure + pass_if). Tests are now evaluated by code against the run (the run/outcome spine: RunReader β evaluator): the pill shows the result, and the evidence line shows the measured value, whether it was computed by code or routed to an agent, and whether the code verdict agrees with the authored one (reconcile). β³ pending = the study hasn't run yet. Technical assertion + the exact evaluator are under "Technical details".
summary not generated yet β run the comparison.Conclusion synthesis
Read-only synthesis derived from the study's canonical fields (findings, limitations, follow-up proposals).
- Measured (6 seeds requested, 5 effective vEcoli, gen-1, matched timepoints): parca (t=0 initial-state match) within_tol. Statistical card (Welch t-test) overall verdict within_tol -- within_tol on ALL axes including growth rate -- the only fully within_tol condition of the five. Matched gen-1 median |delta|: cell 0.86%, dry 0.86%, protein 0.13%, rna 0.34%, growth 4.3%. No mismatch on any axis; active_RNAP/active_ribosome are ungraded (not in the local reader's observable set).
- parca within_tol; cell/dry/protein/rna mass all within_tol (median |delta| 0.86%/0.86%/0.13%/0.34%); growth-rate median |delta| 4.3% (within_tol, no drift).
Pipeline-gate decision
In progressPipeline gate & conclusion logic (technical)
Prerequisites: none (root study)
Enables: β
8.v2ecoli reproduces vEcoli on no_oxygenπ§ͺ PreliminaryβΆ Ran Β· 1 runTests: 8β³β³ Tests pendingβ 1 clarity noteDoes v2ecoli reproduce vEcoli on the no_oxygen condition?
Biology
v2ecoli reproduces vEcoli on no_oxygen (4-seed gen-1, Welch t-test): cell, dry, protein and RNA mass within tolerance (4/5 within_tol); growth rate shows a non-significant drift. 2 of 4 seeds hit a pre-existing anaerobic-FBA numerical edge case (BIOTIN homeostatic target near zero); graded on the clean seeds.
Overview
This study asks whether does v2ecoli reproduce vEcoli on the no_oxygen condition?. Gate decision: In progress. Continue analysing run outcomes.
Purpose & background (study design)
Detailed findings
Infrastructure / computational findings (1)
Conclusion verdicts
Three-track verdict β each result is computed from canonical fields (gate evaluator, run status, finding tiers). The basis is the author's rationale.
Conditions β what we set up to test it
Baseline
v2ecoli.composites.ecoli_baseline.ecoli_baselineminimal_minus_oxygenWhat we ran (1 simulation)
One row per concrete run: the model composite, what changes vs the reference baseline, the condition / length, and its status.
| Simulation | Composite | Changes vs baseline | Run | CLI | Status |
|---|---|---|---|---|---|
| no_oxygen-baseline | ecoli_baseline | reference baseline | no_oxygen | vwb run study no_oxygen | completed |
Success criteria (8 tests β 8 β³ pending)
Each test makes a specific scientific claim with a machine-checkable criterion (measure + pass_if). Tests are now evaluated by code against the run (the run/outcome spine: RunReader β evaluator): the pill shows the result, and the evidence line shows the measured value, whether it was computed by code or routed to an agent, and whether the code verdict agrees with the authored one (reconcile). β³ pending = the study hasn't run yet. Technical assertion + the exact evaluator are under "Technical details".
summary not generated yet β run the comparison.parca not generated yet β run the comparison.trajectory not generated yet β run the comparison.distribution not generated yet β run the comparison.metabolism not generated yet β run the comparison.composition not generated yet β run the comparison.Conclusion synthesis
Read-only synthesis derived from the study's canonical fields (findings, limitations, follow-up proposals).
- v2ecoli reproduces vEcoli on no_oxygen (4-seed gen-1, Welch t-test): cell, dry, protein and RNA mass within tolerance (4/5 within_tol); growth rate shows a non-significant drift. 2 of 4 seeds hit a pre-existing anaerobic-FBA numerical edge case (BIOTIN homeostatic target near zero); graded on the clean seeds.
- growth +6.7% (p=0.50, not significant); RNA +1.0%; cell +1.0%; dry +1.0%; protein +0.5% -- 4/5 within_tol, overall drift.
Pipeline-gate decision
In progressPipeline gate & conclusion logic (technical)
Prerequisites: none (root study)
Enables: β
9.ParCa initial-state agreement β v2ecoli vs vEcoliβ
PassingβΆ Ran Β· 1 runTests: 1ββ
PassedDo v2ecoli and vEcoli start from the same ParCa-fit initial state (basal)?1/1 tests passing
Biology
v2ecoli and vEcoli start from the same ParCa-fit initial state on basal: all 4 mass observables within tolerance.
Overview
This study asks whether do v2ecoli and vEcoli start from the same ParCa-fit initial state (basal)?. We recorded 1 finding confirm the expected biology. Gate decision: Passed. Gate cleared. No declared downstream studies β review pipeline_gate.enables.
Purpose & background (study design)
Detailed findings
Infrastructure / computational findings (1)
Conclusion verdicts
Three-track verdict β each result is computed from canonical fields (gate evaluator, run status, finding tiers). The basis is the author's rationale.
Conditions β what we set up to test it
Baseline
v2ecoli.composites.ecoli_baseline.ecoli_baselineWhat we ran (1 simulation)
One row per concrete run: the model composite, what changes vs the reference baseline, the condition / length, and its status.
| Simulation | Composite | Changes vs baseline | Run | CLI | Status |
|---|---|---|---|---|---|
| parca-baseline | ecoli_baseline | reference baseline | basal | vwb run study parca | completed |
Success criteria (1 tests β 1 β passed)
Each test makes a specific scientific claim with a machine-checkable criterion (measure + pass_if). Tests are now evaluated by code against the run (the run/outcome spine: RunReader β evaluator): the pill shows the result, and the evidence line shows the measured value, whether it was computed by code or routed to an agent, and whether the code verdict agrees with the authored one (reconcile). β³ pending = the study hasn't run yet. Technical assertion + the exact evaluator are under "Technical details".
Conclusion synthesis
Read-only synthesis derived from the study's canonical fields (findings, limitations, follow-up proposals).
- v2ecoli and vEcoli start from the same ParCa-fit initial state on basal: all 4 mass observables within tolerance.
- 4 within tolerance (cell mass (fg), dry mass (fg), protein mass (fg), RNA mass (fg))
Pipeline-gate decision
Passed- parca-vs-vecoli
10.Statistical equivalence β v2ecoli baseline vs vEcoli (basal, 4 seeds)β
PassingβΆ Ran Β· 1 runTests: 1β Β· 1β³β³ Tests pendingβ 1 clarity noteIs v2ecoli statistically equivalent to vEcoli on basal across 4 seeds?1/1 tests passing
Biology
v2ecoli is statistically equivalent to vEcoli on basal across 4 seeds: all 5 observables within tolerance.
Overview
This study asks whether is v2ecoli statistically equivalent to vEcoli on basal across 4 seeds?. We recorded 1 finding confirm the expected biology. Gate decision: Passed. Gate cleared. No declared downstream studies β review pipeline_gate.enables.
Purpose & background (study design)
Detailed findings
Infrastructure / computational findings (1)
Conclusion verdicts
Three-track verdict β each result is computed from canonical fields (gate evaluator, run status, finding tiers). The basis is the author's rationale.
Conditions β what we set up to test it
Baseline
v2ecoli.composites.ecoli_baseline.ecoli_baselineWhat we ran (1 simulation)
One row per concrete run: the model composite, what changes vs the reference baseline, the condition / length, and its status.
| Simulation | Composite | Changes vs baseline | Run | CLI | Status |
|---|---|---|---|---|---|
| statistical-baseline | ecoli_baseline | reference baseline | basal | vwb run study statistical | completed |
Visualisations from the latest run
Success criteria (2 tests β 1 β passed Β· 1 β³ pending)
Each test makes a specific scientific claim with a machine-checkable criterion (measure + pass_if). Tests are now evaluated by code against the run (the run/outcome spine: RunReader β evaluator): the pill shows the result, and the evidence line shows the measured value, whether it was computed by code or routed to an agent, and whether the code verdict agrees with the authored one (reconcile). β³ pending = the study hasn't run yet. Technical assertion + the exact evaluator are under "Technical details".
Conclusion synthesis
Read-only synthesis derived from the study's canonical fields (findings, limitations, follow-up proposals).
- v2ecoli is statistically equivalent to vEcoli on basal across 4 seeds: all 5 observables within tolerance.
- 5 within tolerance (Cell mass, Growth rate, Dry mass, Protein mass, RNA mass)
Pipeline-gate decision
Passed- statistical-vs-vecoli
11.v2ecoli reproduces vEcoli on succinateπ§ͺ PreliminaryβΆ Ran Β· 1 runTests: 8β³β³ Tests pendingβ 1 clarity noteDoes v2ecoli reproduce vEcoli on the succinate condition?
Biology
v2ecoli reproduces vEcoli on succinate (4-seed gen-1, Welch t-test): cell, dry, RNA and protein mass within tolerance (4/5 within_tol); growth rate shows a non-significant drift at basal noise level.
Overview
This study asks whether does v2ecoli reproduce vEcoli on the succinate condition?. Gate decision: In progress. Continue analysing run outcomes.
Purpose & background (study design)
Detailed findings
Infrastructure / computational findings (1)
Conclusion verdicts
Three-track verdict β each result is computed from canonical fields (gate evaluator, run status, finding tiers). The basis is the author's rationale.
Conditions β what we set up to test it
Baseline
v2ecoli.composites.ecoli_baseline.ecoli_baselineminimal_succinateWhat we ran (1 simulation)
One row per concrete run: the model composite, what changes vs the reference baseline, the condition / length, and its status.
| Simulation | Composite | Changes vs baseline | Run | CLI | Status |
|---|---|---|---|---|---|
| succinate-baseline | ecoli_baseline | reference baseline | succinate | vwb run study succinate | completed |
Success criteria (8 tests β 8 β³ pending)
Each test makes a specific scientific claim with a machine-checkable criterion (measure + pass_if). Tests are now evaluated by code against the run (the run/outcome spine: RunReader β evaluator): the pill shows the result, and the evidence line shows the measured value, whether it was computed by code or routed to an agent, and whether the code verdict agrees with the authored one (reconcile). β³ pending = the study hasn't run yet. Technical assertion + the exact evaluator are under "Technical details".
summary not generated yet β run the comparison.parca not generated yet β run the comparison.trajectory not generated yet β run the comparison.distribution not generated yet β run the comparison.metabolism not generated yet β run the comparison.composition not generated yet β run the comparison.Conclusion synthesis
Read-only synthesis derived from the study's canonical fields (findings, limitations, follow-up proposals).
- v2ecoli reproduces vEcoli on succinate (4-seed gen-1, Welch t-test): cell, dry, RNA and protein mass within tolerance (4/5 within_tol); growth rate shows a non-significant drift at basal noise level.
- growth -6.6% (p=0.44, not significant); RNA -2.2%; cell -1.3%; dry -1.4%; protein -0.8% -- overall drift.
Pipeline-gate decision
In progressPipeline gate & conclusion logic (technical)
Prerequisites: none (root study)
Enables: β
12.v2ecoli reproduces vEcoli on with_aaπ§ͺ PreliminaryβΆ Ran Β· 1 runTests: 8β³β³ Tests pendingβ 1 clarity noteDoes v2ecoli reproduce vEcoli on the with_aa condition?
Biology
v2ecoli reproduces vEcoli on with_aa (4-seed gen-1, Welch t-test): all five observables (cell, dry, protein, RNA mass, growth rate) are within tolerance.
Overview
This study asks whether does v2ecoli reproduce vEcoli on the with_aa condition?. We recorded 1 finding confirm the expected biology. Gate decision: In progress. Continue analysing run outcomes.
Purpose & background (study design)
Detailed findings
Infrastructure / computational findings (1)
Conclusion verdicts
Three-track verdict β each result is computed from canonical fields (gate evaluator, run status, finding tiers). The basis is the author's rationale.
Conditions β what we set up to test it
Baseline
v2ecoli.composites.ecoli_baseline.ecoli_baselineminimal_plus_amino_acidsWhat we ran (1 simulation)
One row per concrete run: the model composite, what changes vs the reference baseline, the condition / length, and its status.
| Simulation | Composite | Changes vs baseline | Run | CLI | Status |
|---|---|---|---|---|---|
| with_aa-baseline | ecoli_baseline | reference baseline | with_aa | vwb run study with_aa | completed |
Success criteria (8 tests β 8 β³ pending)
Each test makes a specific scientific claim with a machine-checkable criterion (measure + pass_if). Tests are now evaluated by code against the run (the run/outcome spine: RunReader β evaluator): the pill shows the result, and the evidence line shows the measured value, whether it was computed by code or routed to an agent, and whether the code verdict agrees with the authored one (reconcile). β³ pending = the study hasn't run yet. Technical assertion + the exact evaluator are under "Technical details".
summary not generated yet β run the comparison.parca not generated yet β run the comparison.trajectory not generated yet β run the comparison.distribution not generated yet β run the comparison.metabolism not generated yet β run the comparison.composition not generated yet β run the comparison.Conclusion synthesis
Read-only synthesis derived from the study's canonical fields (findings, limitations, follow-up proposals).
- v2ecoli reproduces vEcoli on with_aa (4-seed gen-1, Welch t-test): all five observables (cell, dry, protein, RNA mass, growth rate) are within tolerance.
- growth +1.7% (p=0.53); RNA +0.4% (p=0.89); cell +0.9%; dry +0.9%; protein -0.0% -- all within_tol.
Pipeline-gate decision
In progressPipeline gate & conclusion logic (technical)
Prerequisites: none (root study)
Enables: β
Appendices
Method-grading and verification detail β kept at the back, after the main narrative.
π¬ Evidence & rigor β how well the method defends its claims 1/5 investigation rigor dimensions addressed Β· 4 gap(s)
Deterministic feedback on how well the method defends its claims against a skeptical reader β a method-level judgement, distinct from the per-study model verdicts above. Computed from declared fields, not judged. Gaps are an invitation to add negative controls, replicate across seeds, weigh alternative explanations, state falsifiability, or add an adversarial study.
Per-study rigor
parca β 2/12 rigor dimensions addressed Β· 9 gap(s)
basal β 2/12 rigor dimensions addressed Β· 9 gap(s)
with_aa β 2/12 rigor dimensions addressed Β· 9 gap(s)
acetate β 2/12 rigor dimensions addressed Β· 9 gap(s)
succinate β 2/12 rigor dimensions addressed Β· 9 gap(s)
no_oxygen β 2/12 rigor dimensions addressed Β· 9 gap(s)
metabolism_redux_basal β 2/12 rigor dimensions addressed Β· 9 gap(s)
metabolism_redux_with_aa β 2/12 rigor dimensions addressed Β· 9 gap(s)
metabolism_redux_acetate β 2/12 rigor dimensions addressed Β· 9 gap(s)
metabolism_redux_succinate β 2/12 rigor dimensions addressed Β· 9 gap(s)
metabolism_redux_no_oxygen β 2/12 rigor dimensions addressed Β· 9 gap(s)
statistical β 2/12 rigor dimensions addressed Β· 9 gap(s)
π Framework scorecard framework-self metrics (n=14 investigations)
Framework-self metrics aggregated across every study and investigation in the workspace β how consistently the framework itself applies its own rigor practices (discriminating controls, emergent-mechanism labelling, threshold provenance, replication, verdict divergence, falsification exposure). Computed deterministically from declared fields by pbg_superpowers.rigor.framework_metrics.
References (0 cited across this investigation)
Union of bibliography.bib_keys and per-behavior cites: across all studies in this investigation. Click DOI or link to open the source.