02 · Ranked precursors

ALD precursor scorecard

{{ nCand }} candidates for {{ meta.film }}, ranked by the seven-axis viability score. Each dot is a component score; click a row for the full evidence and provenance. ★ = known recipe.

Promote

{{ nPromote }} / {{ nCand }}

Top candidate

{{ topName }}

score {{ topScore }}

Literature-backed

{{ nMeasured }} measured

Hard-failed gate

{{ nHardFail }}

no film element

#
Precursor {{ ind.name }}
Formula
MW {{ ind.mw }}
7-axis scorecard
Verdict
Overall {{ ind.overall }}

{{ r.rank }}

★ RECIPE

⚗ PROPOSED

{{ r.formulaTxt }}

{{ r.mwTxt }}

            ≥0.70 strong
            0.45–0.70 watch
            <0.45 weak
            dots, left→right: {{ axisLegend }}
            click a row → full scorecard
          

03 · Trade-off explorer

Property trade-offs

No precursor maxes every axis. The frontier (amber) holds the non-dominated choices for the two axes below — gains on one cost the other.

{{ scatterTitle }} · maximise both ↗PARETO

{{ hover.name }}
{{ hover.xLab }} {{ hover.xVal }} · {{ hover.yLab }} {{ hover.yVal }}
{{ hover.front }}

Reading the frontier

Amber points are Pareto-optimal on these two axes — nothing beats them on both. Hollow points are dominated. The ideal precursor sits in the upper-right.

04 · Escalation ladder

Cheap-first escalation

Descriptors triage every candidate in milliseconds; only survivors earn real UMA energies, then DFT, then bench time. The next step below is exactly what screen() recommends per candidate.

Promote

{{ nPromote }}

Borderline

{{ nBorderline }}

Deprioritize

{{ nDeprioritize }}

Reject

{{ nReject }}

Precursor
Verdict
Ladder
UMA E
Recommended next step

{{ r.mlTxt }}

descriptor → UMA (oc20/omol) → DFT → experiment · UMA E is the omol molecular energy when the geometry was buildable (— when descriptors-only).

01 · Screening request

What we asked the screener for {{ meta.film }}

The request, the hard constraints, and the compute provenance behind every number on the candidates screen.

Process requestScreeningRequest

film{{ meta.film }}
delivers{{ meta.film_element }}
co-reactant{{ coReactantVal }}
temp cap{{ tempCapTxt }}
surface{{ surfaceVal }}

Hard constraints

must contain {{ meta.film_element }}

exclude {{ f }}

no forbidden elements

Escalation ladder

· descriptor scorecard · all {{ nCand }} candidates
· UMA oc20/omol on survivors → {{ nPromote }} promote-grade
· single DFT confirmation
· synthesize / bench trial

Compute provenance{{ backendShort }}

backend{{ prov.compute_backend }}
model{{ modelVal }}

Suggest a precursor{{ suggestModeLabel }}

Add a candidate to the screen by name or formula. Try one of these for {{ meta.film }}:

＋ {{ s.label }}

Screen ↑

{{ suggestStatus.text }}

Queued for screening

⚗ {{ q }}

05 · Precursor scorecard

{{ sel.formulaTxt }} · MW {{ sel.mwTxt }} · delivers {{ sel.deliversTxt }} {{ sel.verdict }}

Seven-axis profile0 → 1

Overall viability

Warnings

⚠ {{ w }}

Component scorecard — why it ranked here

Recommended next step{{ sel.mlTxt }}

Provenance{{ backendShort }}

ALD precursor scorecard

Property trade-offs

Cheap-first escalation

What we asked the screener for {{ meta.film }}

{{ sel.name }}