Open Access
Table B.5
Random forest retrieval outcomes using the HELA framework.
| Source | SpT | Teff (K) | log g (cm/s2) | [M/H] | (C/O)⊙ | log κzz (cm2/s) | fsed | adiab. index | Radius (RJ) |
|---|---|---|---|---|---|---|---|---|---|
| Helios | |||||||||
| SDSSJ1624+00 | T6 | 750![]() |
4.73![]() |
0.0![]() |
0.5![]() |
– | – | – | 1.06![]() |
| WISEJ1501-40 | T6 | 684![]() |
4.76![]() |
0.0![]() |
0.5![]() |
– | – | – | 0.88![]() |
| SDSSpJ1346-00 | T6.5 | 742![]() |
4.61![]() |
0.0![]() |
0.5![]() |
– | – | – | 0.97![]() |
| ULASJ1029+09 | T8 | 621![]() |
4.55![]() |
0.0![]() |
0.5![]() |
– | – | – | 0.91![]() |
| WISEJ0247+37 | T8 | 568![]() |
4.65![]() |
0.0![]() |
0.5![]() |
– | – | – | 0.85![]() |
| WISEJ0430+46 | T8 | 548![]() |
4.90![]() |
0.0![]() |
0.5![]() |
– | – | – | 0.93![]() |
| WISEPAJ1959-33 | T8 | 722![]() |
4.32![]() |
0.0![]() |
0.5![]() |
– | – | – | 0.92![]() |
| WISEPAJ0313+78 | T8.5 | 672![]() |
4.35![]() |
0.0![]() |
0.5![]() |
– | – | – | 1.04![]() |
| WISEAJ2159-48 | T9 | 518![]() |
4.86![]() |
0.0![]() |
0.5![]() |
– | – | – | 0.94![]() |
| WISEJ2102-44 | T9 | 581![]() |
4.43![]() |
0.0![]() |
0.5![]() |
– | – | – | 0.98![]() |
| WISEJ2209+27 | Y0 | 470![]() |
4.35![]() |
0.0![]() |
0.5![]() |
– | – | – | 1.17![]() |
| WISEJ0359-54 | Y0 | 440![]() |
4.62![]() |
0.0![]() |
0.5![]() |
– | – | – | 1.09![]() |
| WISEJ0734-71 | Y0 | 450![]() |
4.58![]() |
0.0![]() |
0.5![]() |
– | – | – | 1.09![]() |
| WISEJ1206+84 | Y0 | 480![]() |
4.34![]() |
0.0![]() |
0.5![]() |
– | – | – | 1.11![]() |
| WISEPCJ2056+14 | Y0 | 566![]() |
4.26![]() |
0.0![]() |
0.5![]() |
– | – | – | 1.14![]() |
| WISEJ0825+28 | Y0.5 | 471![]() |
4.28![]() |
0.0![]() |
0.5![]() |
– | – | – | 1.21![]() |
| WISEPCJ1405+55 | Y0.5 | 503![]() |
4.36![]() |
0.0![]() |
0.5![]() |
– | – | – | 1.16![]() |
| WISEJ0535-75 | Y1 | 436![]() |
4.46![]() |
0.0![]() |
0.5![]() |
– | – | – | 1.15![]() |
| WISEPAJ1541-22 | Y1 | 520![]() |
4.23![]() |
0.0![]() |
0.5![]() |
– | – | – | 1.17![]() |
| CWISEPJ1047+54 | Y1 | 383![]() |
4.48![]() |
0.0![]() |
0.5![]() |
– | – | – | 1.07![]() |
| WISEAJ2354+02 | Y1 | 424![]() |
4.45![]() |
0.0![]() |
0.5![]() |
– | – | – | 1.16![]() |
| CWISEPJ1446-23 | Y1 | 396![]() |
4.34![]() |
0.0![]() |
0.5![]() |
– | – | – | 1.12![]() |
| Sonora Bobcat | |||||||||
| SDSSJ1624+00 | T6 | 786![]() |
4.76![]() |
0.05![]() |
0.95![]() |
– | – | – | 0.99![]() |
| WISEJ1501-40 | T6 | 731![]() |
4.63![]() |
0.03![]() |
1.05![]() |
– | – | – | 0.84![]() |
| SDSSpJ1346-00 | T6.5 | 781![]() |
4.66![]() |
0.01![]() |
0.99![]() |
– | – | – | 0.94![]() |
| ULASJ1029+09 | T8 | 652![]() |
4.22![]() |
0.07![]() |
1.00![]() |
– | – | – | 0.84![]() |
| WISEJ0247+37 | T8 | 544![]() |
4.59![]() |
0.18![]() |
1.00![]() |
– | – | – | 0.91![]() |
| WISEJ0430+46 | T8 | 534![]() |
4.82![]() |
−0.13![]() |
0.93![]() |
– | – | – | 0.96![]() |
| WISEPAJ1959-33 | T8 | 742![]() |
4.38![]() |
0.11![]() |
1.02![]() |
– | – | – | 0.89![]() |
| WISEPAJ0313+78 | T8.5 | 651![]() |
4.43![]() |
0.21![]() |
1.02![]() |
– | – | – | 1.09![]() |
| WISEAJ2159-48 | T9 | 508![]() |
4.70![]() |
0.09![]() |
1.06![]() |
– | – | – | 0.92![]() |
| WISEJ2102-44 | T9 | 572![]() |
4.30![]() |
0.19![]() |
0.99![]() |
– | – | – | 1.00![]() |
| WISEJ2209+27 | Y0 | 441![]() |
4.21![]() |
0.11![]() |
1.01![]() |
– | – | – | 1.13![]() |
| WISEJ0359-54 | Y0 | 442![]() |
4.25![]() |
0.09![]() |
1.02![]() |
– | – | – | 0.96![]() |
| WISEJ0734-71 | Y0 | 451![]() |
4.26![]() |
0.19![]() |
1.03![]() |
– | – | – | 0.96![]() |
| WISEJ1206+84 | Y0 | 462![]() |
4.23![]() |
0.18![]() |
1.02![]() |
– | – | – | 1.05![]() |
| WISEPCJ2056+14 | Y0 | 539![]() |
4.38![]() |
−0.01![]() |
0.98![]() |
– | – | – | 1.16![]() |
| WISEJ0825+28 | Y0.5 | 446![]() |
4.21![]() |
0.07![]() |
1.01![]() |
– | – | – | 1.13![]() |
| WISEPCJ1405+55 | Y0.5 | 476![]() |
4.36![]() |
0.06![]() |
1.02![]() |
– | – | – | 1.17![]() |
| WISEJ0535-75 | Y1 | 426![]() |
4.20![]() |
0.05![]() |
1.00![]() |
– | – | – | 1.06![]() |
| WISEPAJ1541-22 | Y1 | 482![]() |
4.31![]() |
0.04![]() |
1.02![]() |
– | – | – | 1.14![]() |
| CWISEPJ1047+54 | Y1 | 406![]() |
4.10![]() |
0.21![]() |
1.01![]() |
– | – | – | 0.89![]() |
| WISEAJ2354+02 | Y1 | 417![]() |
4.21![]() |
0.13![]() |
1.00![]() |
– | – | – | 1.08![]() |
| CWISEPJ1446-23 | Y1 | 396![]() |
4.04![]() |
0.20![]() |
1.00![]() |
– | – | – | 1.05![]() |
| Sonora Elf Owl | |||||||||
| SDSSJ1624+00 | T6 | 759![]() |
4.25![]() |
−0.55![]() |
0.89![]() |
6.67![]() |
– | – | 1.01![]() |
| WISEJ1501-40 | T6 | 741![]() |
4.61![]() |
−0.34![]() |
1.01![]() |
6.68![]() |
– | – | 0.86![]() |
| SDSSpJ1346-00 | T6.5 | 753![]() |
4.32![]() |
−0.47![]() |
0.91![]() |
6.80![]() |
– | – | 0.96![]() |
| ULASJ1029+09 | T8 | 664![]() |
4.64![]() |
−0.11![]() |
1.07![]() |
6.40![]() |
– | – | 0.88![]() |
| WISEJ0247+37 | T8 | 618![]() |
4.86![]() |
0.16![]() |
1.04![]() |
6.53![]() |
– | – | 0.87![]() |
| WISEJ0430+46 | T8 | 613![]() |
4.86![]() |
0.03![]() |
0.90![]() |
6.49![]() |
– | – | 0.89![]() |
| WISEPAJ1959-33 | T8 | 718![]() |
4.41![]() |
−0.41![]() |
0.86![]() |
6.50![]() |
– | – | 0.98![]() |
| WISEPAJ0313+78 | T8.5 | 664![]() |
4.56![]() |
−0.35![]() |
0.76![]() |
5.75![]() |
– | – | 1.10![]() |
| WISEAJ2159-48 | T9 | 599![]() |
4.93![]() |
0.28![]() |
1.00![]() |
6.52![]() |
– | – | 0.87![]() |
| WISEJ2102-44 | T9 | 639![]() |
4.67![]() |
−0.25![]() |
0.95![]() |
6.08![]() |
– | – | 0.92![]() |
| WISEJ2209+27 | Y0 | 544![]() |
4.64![]() |
0.27![]() |
0.87![]() |
5.65![]() |
– | – | 0.97![]() |
| WISEJ0359-54 | Y0 | 551![]() |
4.79![]() |
0.53![]() |
1.00![]() |
6.56![]() |
– | – | 0.84![]() |
| WISEJ0734-71 | Y0 | 560![]() |
4.88![]() |
0.50![]() |
1.07![]() |
6.41![]() |
– | – | 0.85![]() |
| WISEJ1206+84 | Y0 | 574![]() |
4.75![]() |
0.50![]() |
1.07![]() |
6.45![]() |
– | – | 0.88![]() |
| WISEPCJ2056+14 | Y0 | 619![]() |
4.49![]() |
−0.16![]() |
0.83![]() |
5.46![]() |
– | – | 1.12![]() |
| WISEJ0825+28 | Y0.5 | 552![]() |
4.56![]() |
0.25![]() |
0.89![]() |
5.42![]() |
– | – | 1.02![]() |
| WISEPCJ1405+55 | Y0.5 | 576![]() |
4.68![]() |
−0.16![]() |
0.83![]() |
5.70![]() |
– | – | 1.02![]() |
| WISEJ0535-75 | Y1 | 544![]() |
4.78![]() |
0.41![]() |
0.92![]() |
5.97![]() |
– | – | 0.86![]() |
| WISEPAJ1541-22 | Y1 | 575![]() |
4.48![]() |
−0.02![]() |
0.86![]() |
5.08![]() |
– | – | 1.12![]() |
| CWISEPJ1047+54 | Y1 | 524![]() |
4.90![]() |
0.61![]() |
1.23![]() |
6.58![]() |
– | – | 0.82![]() |
| WISEAJ2354+02 | Y1 | 535![]() |
4.79![]() |
0.44![]() |
0.92![]() |
5.89![]() |
– | – | 0.86![]() |
| CWISEPJ1446-23 | Y1 | 521![]() |
4.77![]() |
0.60![]() |
1.20![]() |
6.06![]() |
– | – | 0.82![]() |
| Lacy & Burrows | |||||||||
| SDSSJ1624+00 | T6 | 586![]() |
4.15![]() |
−0.37![]() |
– | 5.19![]() |
– | – | 1.31![]() |
| WISEJ1501-40 | T6 | 554![]() |
4.15![]() |
−0.16![]() |
– | 5.65![]() |
– | – | 1.10![]() |
| SDSSpJ1346-00 | T6.5 | 578![]() |
4.08![]() |
−0.26![]() |
– | 5.79![]() |
– | – | 1.27![]() |
| ULASJ1029+09 | T8 | 531![]() |
4.05![]() |
−0.07![]() |
– | 5.52![]() |
– | – | 1.04![]() |
| WISEJ0247+37 | T8 | 500![]() |
4.10![]() |
−0.17![]() |
– | 5.24![]() |
– | – | 0.97![]() |
| WISEJ0430+46 | T8 | 502![]() |
4.15![]() |
−0.33![]() |
– | 5.07![]() |
– | – | 0.99![]() |
| WISEPAJ1959-33 | T8 | 575![]() |
4.07![]() |
−0.24![]() |
– | 5.75![]() |
– | – | 1.25![]() |
| WISEPAJ0313+78 | T8.5 | 576![]() |
4.11![]() |
−0.27![]() |
– | 5.01![]() |
– | – | 1.29![]() |
| WISEAJ2159-48 | T9 | 478![]() |
4.19![]() |
−0.16![]() |
– | 5.12![]() |
– | – | 0.95![]() |
| WISEJ2102-44 | T9 | 532![]() |
4.10![]() |
−0.06![]() |
– | 5.28![]() |
– | – | 1.05![]() |
| WISEJ2209+27 | Y0 | 410![]() |
3.96![]() |
−0.21![]() |
– | 4.86![]() |
– | – | 1.18![]() |
| WISEJ0359-54 | Y0 | 411![]() |
3.89![]() |
−0.31![]() |
– | 5.50![]() |
– | – | 0.96![]() |
| WISEJ0734-71 | Y0 | 422![]() |
3.89![]() |
−0.26![]() |
– | 5.56![]() |
– | – | 0.97![]() |
| WISEJ1206+84 | Y0 | 416![]() |
3.86![]() |
−0.13![]() |
– | 5.52![]() |
– | – | 1.10![]() |
| WISEPCJ2056+14 | Y0 | 516![]() |
4.12![]() |
−0.11![]() |
– | 5.43![]() |
– | – | 1.26![]() |
| WISEJ0825+28 | Y0.5 | 415![]() |
3.98![]() |
−0.26![]() |
– | 4.46![]() |
– | – | 1.22![]() |
| WISEPCJ1405+55 | Y0.5 | 448![]() |
4.22![]() |
−0.20![]() |
– | 3.52![]() |
– | – | 1.26![]() |
| WISEJ0535-75 | Y1 | 405![]() |
4.00![]() |
−0.30![]() |
– | 4.18![]() |
– | – | 1.07![]() |
| WISEPAJ1541-22 | Y1 | 456![]() |
4.10![]() |
−0.20![]() |
– | 4.47![]() |
– | – | 1.26![]() |
| CWISEPJ1047+54 | Y1 | 349![]() |
4.10![]() |
0.15![]() |
– | 5.39![]() |
– | – | 1.00![]() |
| WISEAJ2354+02 | Y1 | 390![]() |
4.07![]() |
−0.19![]() |
– | 4.60![]() |
– | – | 1.10![]() |
| CWISEPJ1446-23 | Y1 | 355![]() |
4.02![]() |
0.00![]() |
– | 5.05![]() |
– | – | 1.09![]() |
| ATMO2020++ without PH3 | |||||||||
| SDSSJ1624+00 | T6 | 761![]() |
4.45![]() |
−0.35![]() |
– | 6.11![]() |
– | 2.91![]() |
0.97![]() |
| WISEJ1501-40 | T6 | 608![]() |
4.37![]() |
−0.19![]() |
– | 6.25![]() |
– | 2.79![]() |
0.94![]() |
| SDSSpJ1346-00 | T6.5 | 711![]() |
4.21![]() |
−0.14![]() |
– | 6.58![]() |
– | 1.89![]() |
0.93![]() |
| ULASJ1029+09 | T8 | 537![]() |
4.33![]() |
−0.12![]() |
– | 6.34![]() |
– | 2.28![]() |
1.00![]() |
| WISEJ0247+37 | T8 | 474![]() |
4.76![]() |
−0.17![]() |
– | 5.49![]() |
– | 4.67![]() |
1.02![]() |
| WISEJ0430+46 | T8 | 480![]() |
4.98![]() |
−0.24![]() |
– | 5.04![]() |
– | 6.43![]() |
1.03![]() |
| WISEPAJ1959-33 | T8 | 653![]() |
4.24![]() |
−0.14![]() |
– | 6.52![]() |
– | 2.01![]() |
0.96![]() |
| WISEPAJ0313+78 | T8.5 | 587![]() |
4.34![]() |
−0.36![]() |
– | 6.32![]() |
– | 2.29![]() |
1.24![]() |
| WISEAJ2159-48 | T9 | 454![]() |
4.89![]() |
−0.21![]() |
– | 5.22![]() |
– | 5.73![]() |
1.00![]() |
| WISEJ2102-44 | T9 | 507![]() |
4.65![]() |
−0.09![]() |
– | 5.70![]() |
– | 3.24![]() |
1.05![]() |
| WISEJ2209+27 | Y0 | 428![]() |
4.29![]() |
−0.08![]() |
– | 6.42![]() |
– | 1.58![]() |
1.20![]() |
| WISEJ0359-54 | Y0 | 428![]() |
4.54![]() |
−0.21![]() |
– | 5.91![]() |
– | 2.94![]() |
0.92![]() |
| WISEJ0734-71 | Y0 | 434![]() |
4.61![]() |
−0.12![]() |
– | 5.77![]() |
– | 3.26![]() |
0.94![]() |
| WISEJ1206+84 | Y0 | 452![]() |
4.18![]() |
0.02![]() |
– | 6.64![]() |
– | 1.18![]() |
0.98![]() |
| WISEPCJ2056+14 | Y0 | 523![]() |
4.16![]() |
−0.10![]() |
– | 6.69![]() |
– | 1.25![]() |
1.25![]() |
| WISEJ0825+28 | Y0.5 | 437![]() |
4.13![]() |
−0.13![]() |
– | 6.74![]() |
– | 1.11![]() |
1.24![]() |
| WISEPCJ1405+55 | Y0.5 | 458![]() |
4.61![]() |
−0.19![]() |
– | 5.77![]() |
– | 2.94![]() |
1.24![]() |
| WISEJ0535-75 | Y1 | 414![]() |
4.57![]() |
−0.25![]() |
– | 5.85![]() |
– | 3.10![]() |
1.09![]() |
| WISEPAJ1541-22 | Y1 | 483![]() |
4.21![]() |
−0.15![]() |
– | 6.57![]() |
– | 1.44![]() |
1.23![]() |
| CWISEPJ1047+54 | Y1 | 361![]() |
4.22![]() |
−0.14![]() |
– | 6.55![]() |
– | 2.06![]() |
0.95![]() |
| WISEAJ2354+02 | Y1 | 408![]() |
4.61![]() |
−0.20![]() |
– | 5.78![]() |
– | 3.50![]() |
1.08![]() |
| CWISEPJ1446-23 | Y1 | 381![]() |
4.22![]() |
−0.20![]() |
– | 6.57![]() |
– | 1.83![]() |
1.00![]() |
Notes. Posterior parameters are listed separately for each model on which the algorithm has been trained. Therefore, posteriors are provided only for parameters that have been included in the specific model grid used for training.
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