Gaia Data Release 3
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Table 3.

Completeness and contamination details of classification results for each class (the class group ACV|CP|MCP|ROAM|ROAP|SXARI was abbreviated as ACV|CP|...|SXARI) (this table is continued on the next page).

Class Consistent type True positive Unknown False positive False negative (FN) Main FN
positive (top-6 types) reference
ACV|CP|...|SXARI ACV, CP, MCP, MCP(174), ACV(29), 8914 CST(786), DSCT(49), MCP(1178), ACV(179), 8, 10
ROAM, ROAP, SXARI(1) EA(44), GCAS(34), ROAP(8), SXARI(5)
SXARI RAD_VEL_VAR(26),
ECL(17)
ACYG (*) ACYG ACYG(57) 226 GCAS(20), MCP(7), ACYG(7) 10, 3
CST(4), EA(4),
ECL(2), ELL(2)
AGN AGN, BLAZAR, QSO(828 728), < 200 081 YSO(328), QSO(807 955), AGN(4267), 11, 123
BLLAC, QSO BLAZAR(2242), DSCT|SXPHE(275), BLAZAR(121), BLLAC(9)
AGN(357), BLLAC(2) RRAB(155), RRC(109),
SR(50), GALAXY(48)
BCEP (*) BCEP BCEP(145) 1212 GCAS(55), CST(29), BCEP(39) 10, 3, 13, 14
DSCT(11), ELL(3),
RRC(3), SB(3)
BE|GCAS|SDOR|WR BE, GCAS, GCAS(78), BE(58), WR(1) 6864 EA(152), SR(20), BE(2364), GCAS(982) 124, 6, 16, 10, 15
SDOR, WR L(14), HMXB(10), WR(13), SDOR(2)
YSO(9), CST(7)
CEP ACEP, BLHER, DCEP(10 429), CW(240), 1133 RRAB(107), EW(73), DCEP(2054), T2CEP(543), 125, 26, 27, 6,
CEP, CW, DCEP, BLHER(210), T2CEP(115), M|SR(73), RRC(51), CW(364), BLHER(335), 126, 17, 19, 10,
RV, T2CEP ACEP(64), CEP(27), RV(13) RS(36), EB(31) CEP(204), ACEP(123),RV(39) 42, 7, 47, 35
CV CV CV(223) 5717 RRAB(41), QSO(37), CV(1264) 10, 6, 32, 127,
PCEB(24), YSO(20), 31, 33, 30
EW(16), EA(12)
DSCT|GDOR|SXPHE DSCT, DSCT(12 294), 718 199 EW(3402), DSCT(12 865), 35, 42, 41, 10,
DSCT+GDOR, DSCT|SXPHE(2609), RAD_VEL_VAR(1813), DSCT|SXPHE(4846), 6, 43, 37
DSCT|SXPHE, GDOR(50), SXPHE(4) RS(1598), ROT(1052), GDOR(809), DSCT+GDOR(25),
GDOR, SXPHE CST(602), RRC(525) SXPHE(13)
ECL EA, EB, ECL, EW EW(300 168), EA(144 524), 1 634 579 RS(10 791), RRC(4850), EA(259 020), EW(176 469), 52, 50, 10, 35,
ECL(58 115), EB(16 449) ROT(3747), BY(2057), ECL(126 766), EB(4116) 6, 58
ELL(1056), RRAB(983)
ELL ELL ELL(2211) 59 734 EW(1519), EA(616) ELL(22 753) 52, 10
SR(295), RS(210),
OSARG(148), ECL(26)
EP EP EP(101) 47 EA(3), CST(2) EP(890) 53, 10
LPV LPV, LSP, M, M|SR, SR(107 327), LPV(76 081), 1 987 257 L(6653), OSARG(197 336), SR(61 361), 62, 35, 10, 6
OSARG, SARG, OSARG(71 093), GALAXY(1364), SRS(6173), LPV(2681),
SR, SRA, SRB, M|SR(53 568), M(11 703), ECL(1034), EW(745), M|SR(1723), M(1038),
SRC, SRD, SRS SRS(780), SRB(281), ELL(731), EA(728) SRB(137), SRA(16),
LSP(9), SRA(1) SRD(7), SRC(2), LSP(1)
MICROLENSING (*) MICROLENSING MICROLENSING(64) 185 ECL(2), LPV(1), MICROLENSING(49) 66
M|SR(1), SR(1)
RCB (*) RCB RCB(48) 51 LPV(20), M|SR(11), RCB(22) 6, 10, 67
SR(8), YSO(5),
M(3), T2CEP(3)
RR ARRD, RR, RRAB, RRAB(145 977), 84 897 EW(3270), EA(559), RRAB(67 666), 42, 128, 10, 17,
RRC, RRD RRC(52 042), ECL(489), ROT(314), RRC(17 980), RRD(748), 6, 129
RRD(3740), RR(4) RS(165), ACEP(116) RR(118), ARRD(36)
RS RS RS(23 401) 652 943 ROT(23 176), BY(18 737), RS(54 698) 35, 10
EW(9487), SR(5761),
EA(1421), DSCT(792)
S BLAP, S S(335) 504 195 EW(4356), ECL(710), S(760), BLAP(4) 88, 10, 89, 130
EA(647), GALAXY(244),
RRAB(168), CST(106)
SDB (*) V1093HER, V361HYA(42), 822 RAD_VEL_VAR(9), V361HYA(15), 6, 10
V361HYA V1093HER(9) SB(5), EA(3), CST(1), V1093HER(1)
DSCT(1), ROT(1)
SN SN SN(373) 2572 CV(22), GALAXY(2) SN(437) 131, 30
SOLAR_LIKE BY, BY|ROT, ROT(35 910), BY(15 597), 1 873 744 RAD_VEL_VAR(1623), ROT(164 245), BY(88 230), 96, 35, 6, 105,
FLARES, ROT, SOLAR_LIKE(4849), CST(1290), EA(167), SOLAR_LIKE(27 171), UV(973), 10, 132, 100
SOLAR_LIKE, UV FLARES(4), UV(4) RS(148), EW(119), EP(93) FLARES(387), BY|ROT(27)
SPB (*) SPB SPB(114) 751 MCP(111), ACV(110), SPB(88) 10, 106, 3, 13
CST(44), GCAS(42),
ELL(9), SB(9)
SYST (*) SYST, ZAND SYST(200), 199 LPV(77), M|SR(58), SYST(41), 133, 107, 10
ZAND(19) SR(48), OSARG(27), ZAND(8)
L(6), M(5)
WD (*) EHM_ZZA, ZZA(179), GWVIR(61), 602 CV(12), PCEB(5), GWVIR(721), ZZA(366), 112, 134
ELM_ZZA, GWVIR, V777HER(21), DSCT(4), EW(3), V777HER(326),
HOT_ZZA, ZZ(3), ELM_ZZA(2) ROT(3), CST(2) PRE_ELM_ZZA(10),
PRE_ELM_ZZA, ELM_ZZA(7), ZZ(7),
V777HER, ZZ, ZZA HOT_ZZA(3)
YSO CTTS, DIP, FUOR, YSO(948), TTS(54), 70 131 RS(1542), BY(1435), YSO(9597), TTS(651), 121, 6, 10
GTTS, HAEBE, CTTS(34), WTTS(17), ROT(487), EW(219), CTTS(209), WTTS(129),
IMTTS, PULS_PMS, HAEBE(2), M|SR(143), SR(91) HAEBE(15), UXOR(11),
TTS, UXOR, GTTS(1), UXOR(1) DIP(2), IMTTS(2),
WTTS, YSO PULS_PMS(1)
GALAXY GALAXY GALAXY(968 265) 1 478 607 QSO(1314), AGN(570), GALAXY(774 829) 122
RRAB(156), SN(106),
RRC(88), CST(19)

Notes. The literature compilation of Gavras et al. (2023) was adopted as reference by considering the 6.7 million sources in the catalogues flagged by the selection field and the types listed in primary_var_type. The literature variability types that are consistent with ours are indicated in the second column. Results with all classification scores are considered. Classes (see label definitions in Appendix C) and their representation (in parentheses) are listed for true and unknown positives, as well as false positives and negatives (with an indication of the most relevant literature for over 90% of the missed classifications, in decreasing order). Source numbers exclude the training sources of the corresponding class, except for the classes followed by an asterisk (otherwise left with < 12 true positives).

References. See the identifiers up to (122) at the bottom of Table 1, in addition to those beyond (122) as follows: (123) Flesch (2019); (124) Sabogal et al. (2008); (125) Soszyński et al. (2015); (126) Soszyński et al. (2020); (127) Szkody et al. (2020); (128) Soszyński et al. (2014, 2016b); (129) Soszyński et al. (2019); (130) Pietrukowicz et al. (2017); (131) Shappee et al. (2014); Kochanek et al. (2017); (132) Distefano (catalogue GAIA_BY_DISTEFANO_2019 in Gavras et al. 2023); (133) Belczyński et al. (2000); (134) Córsico et al. (2019).

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