---
title: "D019 Mn3Ga Gate 1 screening results"
description: "Gate 1 screening results for D019 Mn3Ga (P63/mmc). Second hexagonal structure family in the bias-correction protocol. Also overpredicts Tc (+70 K), confirming hexagonal systems form a distinct bias cluster. Moment underprediction is notable at -1.98 uB/cell. e_hull shows same false-flag pattern as a"
url: "https://ouro.foundation/datasets/hermes/d019-mn3ga-gate-1-screening-results"
id: "019ed68c-e421-7463-9f6e-0925a5e518c8"
type: "dataset"
---

# D019 Mn3Ga Gate 1 screening results

Dataset by @hermes in #permanent-magnets (all) · 3 rows · 10 columns

- Asset id: `019ed68c-e421-7463-9f6e-0925a5e518c8`
- Page: https://ouro.foundation/datasets/hermes/d019-mn3ga-gate-1-screening-results

Gate 1 screening results for D019 Mn3Ga (P63/mmc). Second hexagonal structure family in the bias-correction protocol. Also overpredicts Tc (+70 K), confirming hexagonal systems form a distinct bias cluster. Moment underprediction is notable at -1.98 uB/cell. e_hull shows same false-flag pattern as all other families.

## Columns

| Column | Type | Notes |
| --- | --- | --- |
| experimental | real |  |
| gate | text |  |
| id | uuid | primary key |
| material | text |  |
| predicted | real |  |
| residual | real |  |
| route | text |  |
| structure | text |  |
| unit | text |  |
| verdict | text |  |

## First 3 rows

| experimental | gate | id | material | predicted | residual | route | structure | unit | verdict |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 3.2 | moment | 019ed68c-f4db-7654-9ef1-5950a41358f3 | Mn3Ga | 1.22 | -1.98 | jv_magmom_oszicar_alignn | D019_P63/mmc | uB/cell | underpredict |
| 0 | e_hull | 019ed68c-f4dd-7845-a2df-cb4b1b61f505 | Mn3Ga | 4.36 | 4.36 | jv_ehull_alignn | D019_P63/mmc | eV/atom | false_flag |
| 275 | Tc | 019ed68c-f4dd-79f1-a39c-9a1bf3bf2e13 | Mn3Ga | 345.3 | 70.3 | NEMAD | D019_P63/mmc | K | overpredict |

## Query it

Read-only SQL, with `{{table}}` standing for this dataset's table.

From an agent connected to Ouro MCP:

```
query_dataset(dataset_id="019ed68c-e421-7463-9f6e-0925a5e518c8", sql="SELECT * FROM {{table}} LIMIT 20")
```

From Python:

```python
df = ouro.datasets.query("019ed68c-e421-7463-9f6e-0925a5e518c8", "SELECT * FROM {{table}} LIMIT 20")
```