Massive stars in the Milky Way J/A+A/704/A155 ivo://CDS.VizieR/J/A+A/704/A155 CDS Monsalves N. Bayo A. Jaque Arancibia M. Bodensteiner J.,Guerrero Caneppa A. Sanchez-Saez P. Angeloni R. 2026-04-02T06:28:33Z 2026-03-09T10:14:00Z CDS support team CDS, Observatoire de Strasbourg, 11 rue de l'Universite, F-67000 Strasbourg, France cds-question@unistra.fr early-type-stars surveys photometry Massive stars play a significant role in different branches of astronomy, from shaping the processes of star and planet formation to influencing the evolution and chemical enrichment of the distant universe. Despite their high astrophysical significance, these objects are rare and difficult to detect. With Gaia's advent, we now possess extensive kinematic and photometric data for a significant portion of the Galaxy that can unveil, among others, new populations of massive star candidates. In order to produce bonafide bright (G magnitude <12) massive-star candidate lists (threshold set to spectral type B2 or earlier but with slight changes in this threshold also explored) in the Milky Way subject to be followed up by future massive spectroscopic surveys, we developed a Gaia DR3 plus literature data based methodology. We trained a balanced random forest (BRF) with the spectral types from the Skiff compilation as labels. Our approach yields a completeness of ~80% and a purity ranging from 0.51+/-0.02 for probabilities between 0.6 and 0.7, up to 0.85+/-0.05 for the 0.9-1.0 range. To externally validate our methodology, we searched for and analyzed archival spectra of moderate- to high-probability (p>0.6) candidates that are not contained in our catalog of labels. Our independent spectral validation confirms the expected performance of the BRF, spectroscopically classifying 300 stars as B3 or earlier (due to observational constraints imposed on the B0-3 range), including 107 new stars. Based on the most conservative yields of our methodology, our candidate list could increase the number of bright massive stars by ~50%. As a byproduct, we developed an automatic methodology for spectral typing optimized for LAMOST spectra, based on line detection and characterization that guides a decision path. 2025A&A...704A.155M https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/704/A155 Catalog Research IsServedBy TAP VizieR generic service IsServedBy Conesearch service related-to I/355 : Gaia DR3 Part 1. Main source (Gaia Collaboration, 2022 https://cds.unistra.fr/vizier-org/licences_vizier.html https://vizier.cds.unistra.fr/viz-bin/VizieR-2?-source=J/A+A/704/A155 https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/A+A/704/A155 http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/A+A/704/A155 https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/A+A/704/A155 https://vizier.iucaa.in/viz-bin/votable?-source=J/A+A/704/A155 http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/A+A/704/A155 GET text/xml+votable https://tapvizier.cds.unistra.fr/TAPVizieR/tap Cone search capability for table J/A+A/704/A155/candms (Massive star candidates, excluded from training labels) https://vizier.cds.unistra.fr/viz-bin/conesearch/J/A+A/704/A155/candms? https://vizier.iucaa.in/viz-bin/conesearch/J/A+A/704/A155/candms? http://vizieridia.saao.ac.za/viz-bin/conesearch/J/A+A/704/A155/candms? GET text/xml+votable 180.0 50000 true 240.9959799408301 -53.354056759687 0.005555555555555556 Cone search capability for table J/A+A/704/A155/auxcode (Auxiliary spectral type codification of the parent catalog) https://vizier.cds.unistra.fr/viz-bin/conesearch/J/A+A/704/A155/auxcode? https://vizier.iucaa.in/viz-bin/conesearch/J/A+A/704/A155/auxcode? http://vizieridia.saao.ac.za/viz-bin/conesearch/J/A+A/704/A155/auxcode? GET text/xml+votable 180.0 50000 true 33.9945635947396 58.2936137916462 0.005555555555555556 3/28 47 50 56 58 202-203 219 221-225 228 241 244-245 325 336 338 344-345 347 369 371-372 374 380 382 448-449 451 454-455 473 476 479 501 581 583 589 592 594 613 615 621 623 634 649-651 653 658-659 661-664 672 4/69 71 80-81 83-86 89-92 101 103 107 109-111 120 122 182-183 186-187 193-194 197-199 204-206 208 210 228 230 236 418 827 830-831 863 873-875 880 882-883 904 908-909 916 918-921 924-925 960-962 969 972-973 984 1297 1309 1311 1333 1350-1351 1356 1358 1384-1385 1387 1400 1402 1475 1481 1494 1502 1507 1509 1511 1516-1517 1524-1526 1532 1534 1800-1802 1810-1811 1814 1831 1840-1841 1844-1845 1866-1867 1870-1871 1882 1888-1889 1891 1899 1903 1910-1911 1913-1915 2000-2001 2329 2353-2355 2361 2364 2366-2367 2372-2374 2382 2400 2402 2408 2410 2449-2451 2457 2459 2483 2489 2491 2496 2504 2506 2528 2530-2531 2574 2584 2586-2587 2589-2591 2593-2595 2609-2611 2616-2618 2631 2641-2643 2673 2676-2677 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21789-21790 21795-21796 21798 21801-21803 21809-21810 21813 21815 21825 21827 21833-21834 21836-21837 21839 21850 21855 21858 21860 21863-21864 21866 21883 21888-21889 21891-21892 21895-21897 21899 21901-21905 21909-21910 21914-21916 21918-21921 21923-21925 21927 21936-21938 21940 21942-21943 21949 21952 21955 21960 21962 21964 21967 21972-21973 21983-21984 21986-21990 21992 21995 21997-21998 22000 22003 22008 22012 22015 22177-22179 22185-22187 22285-22286 22288 22290-22293 22295-22296 22298-22300 22302-22303 22317-22321 22325-22326 22332 22334 22336 22338 22344-22345 22347-22348 22350 22352-22353 22357 22359 22363-22364 22370-22372 22374 22376 22379 22381 22385-22386 22389 22391-22392 22418-22419 22449-22452 22454-22455 22460 22462-22465 22468-22470 22472 22475 22481 22484 22486 22492-22493 22495 22497-22499 22501-22503 22508-22509 22511-22512 22514-22515 22517 22524 22534 22541 22558 22568 22593 22601-22602 22605 22607 22619 22631 22644 22652 22680 22687 22698 22727 22730-22731 22735 22741-22742 22749-22750 22753 22772 22779 22786 22789 22796 22800-22801 22805 22807-22808 22810 22814-22815 22817 22823-22824 22831 22834 22836-22837 22842-22845 22849-22850 22854 22857-22858 22872 22875-22878 22880-22881 22884-22885 22888 22890-22891 22896-22898 22900-22902 22906-22907 22909 22911 22921 22939 22943 22945-22946 22957 22962-22965 22975 22977-22978 22981-22983 22987-22988 22991 22993-22994 22996-22998 23000 23003-23005 23011 23013 23015-23016 23019-23022 23024-23025 23036 23039 23047 23080 23087 23096 23119 23122 23128 23152 23157 23204 23234 23244 23252 23272 23280 23298 23306 23314-23315 23318 23325 23332 23349-23352 23358-23359 23367 23369-23372 23374 23376 23379 23381 23384-23385 23389 23391 23393 23397-23399 23401-23402 23406 23408-23410 23415 23418 23420-23421 23434 23440 23445 23453 23458 23467 23470 23472 23486 23488 23490 23492 23496 23505-23506 23524 23531-23532 23534 23537 23541 23545-23546 23549-23550 23561 23577-23579 23584 23587 23589 23591 23593-23598 23684-23685 23687-23688 23691 23717-23718 23723 23725-23727 23729-23731 23872 23874-23876 23878-23879 23892 23895 23901 23920 23922-23923 23925-23926 23928 23930-23932 23934-23935 24004 24006-24007 24016 24018 24028-24029 24031 24060-24061 24066 24072 24074-24077 24089-24092 24094-24096 24098 24100-24101 24103 24105-24106 24108 24110-24111 24137-24139 24160-24162 24193-24194 24207 24209-24211 24214-24217 24219-24220 24222-24223 24228-24230 24236 24239 24248 24250-24252 24254-24255 24296-24297 24299 24304 24306-24307 24310-24311 24436-24437 24439-24440 24442-24444 24446-24447 24541-24543 24573-24575 24580 24585 24587 24609 24633 24640-24641 24643 24649 24661 24667 24671 24684 24703 24731 24738 24757 24786 24801 24808 24912 24921 24973 25009 25034 25063 25086 25104 25120-25122 25126 25133-25134 25169 25240 25306 25309 25494 25509 25562 25575 25629 25669-25670 25680 25713 25716 25774 25780 25792 25796 25800 25850 25860 25939 25985 26084 26201 26282 26291 26447 26454 26503 26624 26626-26627 26644 26656 26664 26666 26670 26705 26721 26729 26785 26793 26815 26836 26845 26850 26861 26913 26934 26952 27052 27056 27070 27100 27105 27142 27151 27179 27186 27189-27190 27198 27214 27257 27267-27268 27287 27297-27298 27307 27312 27314 27348 27357 27375 27380 27462 27479 27535 27539 27549 27596 27629 27751 27844 27974 28016 28067 28074 28286 28304 28367 28426 28484 28550 28575 28647 28856-28858 28929-28934 28936-28938 28944-28945 28953-28955 28993 28995 29013-29014 29020 29022-29023 29052 29054-29055 29192 29194-29195 29200 29202-29203 29205-29207 29224-29225 29227-29230 29240-29242 29244-29246 29256-29258 29272 29274-29275 29288-29289 29291-29293 29295 29312 29318 29320 29324-29326 29329-29330 29338-29339 29341-29342 29345 29347 29349 29353 29357-29362 29365 29367-29368 29371-29372 29374 29376-29378 29382-29383 29385 29388-29389 29396-29398 29400 29404-29406 29408 29411 29417 29423 29430-29431 29439 29481-29483 29485-29487 29501-29503 29544 29546-29547 29550 29552-29554 29568-29569 29572 29575 29580-29581 29584 29587-29589 29591-29593 29595 29598 29600-29601 29604 29606-29607 29609 29613 29617 29621 29623 29625 29632-29633 29635 29637-29641 29643-29645 29650-29651 29656-29657 29661 29664 29666 29668-29670 29673 29678-29679 29682-29683 29687-29689 29691 29693 29695-29696 29698-29699 29702-29703 29712-29713 29721 29723 29725-29727 29732 29734-29735 29740-29742 29744-29745 29747 29749-29750 29753-29756 29759-29761 29765 29768 29770-29773 29778 29784 29787 29790 29795 29798 29804 29806-29807 29809 29812-29813 29815-29818 29821 29824 29826-29827 29840 29842-29843 29845-29846 29889-29890 29893 29904 29906 29909-29910 29954-29955 29966 29968 29985 29990-29991 29996 30019 30022 30048 30050-30051 30053 30056 30058 30062-30064 30074-30075 30078 30083-30085 30093-30095 30098 30100 30102 30104-30105 30108-30110 30129 30134-30136 30138-30139 30141-30143 30145-30146 30148 30154 30157-30158 30162 30167-30168 30172 30178-30181 30183 30185 30189-30192 30194 30202 30204 30206 30248-30250 30253-30254 30339-30340 30348-30350 30353 30356 30358-30359 30361-30362 30365-30367 30370-30371 30376 30378-30380 30382-30383 30400 30402 30404 30406 30413-30417 30429-30430 30433-30434 30437-30439 30528-30530 30532-30533 30535-30538 30545-30546 30556-30557 30559 30601-30603 30727 30732 30735 30741 30744 30752-30754 30763 30780 30787 30790 30796 30804 30806 30812 30821 30835 30839 30865 30868-30869 30913 30925 30929 30952 30968 30974 30977-30978 30987-30988 30991 30993-30996 30998 31001 31008 31013 31018 31027 31030-31031 31033 31038 31040 31043 31048 31051 31053-31055 31062-31065 31067 31069-31071 31076 31078 31080 31082 31085-31086 31089 31096-31097 31103 31108 31120 31123-31124 31126 31136 31140 31148 31151 31160 31166-31169 31174-31175 31198 31205 31221-31223 31238 31256 31291 31303 31307 31323 31325 31335 31339 31341 31356 31401 31416-31417 31434 31454 31495 31501 31512 31515 31522-31523 31526 31539 31541 31551 31573 31581 31612 31621 31636 31653 31685 31691 31695 31744-31745 31747-31749 31752 31756-31757 31759 31768-31769 31771-31773 31775 31779 31781-31784 31788 31790 31794-31795 31801-31802 31805 31816-31817 31819 31824-31826 31842 31849 31851 31853-31855 31857-31861 31863-31866 31870-31871 31873 31875-31878 31884-31885 31887-31890 31892-31893 31900 31907 31920 31923 31936 31939-31941 31943-31944 31949 31951-31954 31956-31957 31959-31961 31967 31969-31973 31985-31986 31989-31990 31993-31994 32032-32033 32035-32036 32038-32039 32045-32047 32056-32057 32059 32062-32063 32128-32129 32136 32139 32142 32144-32145 32147 32149-32153 32159-32160 32165-32167 32169-32170 32173 32175 32180 32182-32183 32185 32196 32198-32201 32203-32205 32207 32217-32219 32224 32226-32229 32231-32232 32236 32244-32246 32248 32250 32253-32257 32261 32266 32269-32270 32276-32277 32284 32290-32291 32330 32333-32335 32340 32349 32355 32360 32364 32389 32426 32431 32437 32442 32467 32511-32512 32517 32519 32521 32525 32537-32538 32543 32550 32552 32554 32557-32558 32560 32562 32572 32576-32577 32580 32582-32583 32589-32590 32593 32595-32597 32602 32604 32615 32622 32629 32633 32640 32654 32658 32663 32669-32671 32678 32696 32704-32705 32712 32718 32725 32730-32731 32734 32738 32742-32743 32754-32755 32758 32760-32761 32776 32787 32793 32804 32825 32848-32849 32866 32868 32872 32876-32877 32882 32897 32902 32924 32936-32937 32951 32956 32958 32970 33033 33045 33051 33076 33078-33079 33085 33091-33092 33094-33095 33110 33112-33113 33115-33116 33124 33126-33127 33136 33214 33221 33235 33295 33298-33299 33304 33306 33317 33324 33328 33335 33339 33348 33360 33374 33378 33395 33414 33455 33553 33555 33589 33620 33630 33633 33653 33680 33717 33797 33807-33808 33826 33842 33861 33871 33896 33911 33992 33996 34014 34048 34067 34077 34084 34104 34107 34118 34125 34129 34131 34170 34208 34220 34244 34256 34270 34282 34292-34293 34387 34455 34501 34552 34613-34614 34809 34811 34847 34878 34992 35298 35344 35359 35391 35445 35517 35522 35531 35801 35984-35985 36009 36191 36198 36213 36240 36257 36282 36297 36312 36325 36374 36473 36485 36600 36620 36647 36670 36672 36712 36781 36850-36851 36857 36868 36870-36871 36885 36887 36889 36895 36899 36903 36922 36927 36934 36936 36939-36942 36944 36947 36949-36951 36957 36959-36960 36963-36966 36969 36972-36973 36977 36980-36981 36983-36984 36986-36987 36989 36991 36994-36995 37001 37003-37004 37015 37019 37022 37031 37056 37061-37063 37067 37069 37072 37074-37075 37083 37085-37087 37089 37091-37092 37094 37096-37097 37099 37103-37105 37107 37116 37119-37120 37123-37125 37130-37134 37136-37138 37152-37153 37155-37158 37161-37162 37165-37169 37171 37248 37251 37256-37258 37280-37282 37297-37299 37376-37377 37394 37397 37402-37404 37413 37425-37426 37436-37437 37444-37445 37450 37452-37453 37455 37457-37459 37461-37463 37467-37468 37470 37473 37478-37480 37485-37486 37488-37489 37491-37494 37496 37500-37501 37503 37505 37513 37516-37517 37520 37524 37533-37534 37543-37544 37555-37557 37566 37575 37578 37582 37584-37585 37596-37598 37600 37607 37611 37614-37616 37618 37629-37630 37632-37634 37640-37642 37760-37761 37763 37768 37770-37771 37773-37775 37800-37802 37817-37819 37840-37842 37844-37845 37847 38012 38014-38015 38088-38090 38098 38100 38103-38106 38108-38110 38129-38130 38134 38156 38159-38160 38162-38164 38167 38180 38182-38184 38186 38189-38190 38193 38196-38197 38202 38204 38206-38207 38209-38210 38214 38225 38230 38232 38236 38240-38242 38245-38246 38251 38264 38277 38281-38282 38284 38294 38296 38300 38304-38305 38310 38312-38313 38315 38322-38324 38328 38336 38339 38352 38356 38362 38366 38398 38428 38430-38431 38456-38458 38460 38462-38463 38472 38475 38482 38485-38490 38496 38498 38500 38502-38506 38508 38510 38512 38525 38527 38548-38550 38552-38553 38555-38558 38576-38577 38579-38582 38588-38590 38600-38602 38604 38606 38619 38621-38622 38629-38630 38632 38634-38635 38640 38642-38643 38646 38649-38651 38655 38658-38659 38664-38665 38669 38681-38682 38688 38691 38693 38701 38709 38713-38714 38720 38731-38732 38743 38746 38754 38771 38775 38784 38788 38792 38794 38814-38815 38819-38820 38831 38857 38863 38876 38884-38885 38888 38896 38912 38916 38919 38927 38930 38935 38951 38959-38960 38962 38964 38967 38970 38973 38976-38977 38981-38985 38988 38990-38991 38996-38997 38999-39001 39003 39008 39018 39020-39021 39036 39039 39044 39059-39060 39071 39085 39089 39093 39098-39099 39105-39109 39113-39115 39117-39118 39121 39124 39126-39127 39129-39131 39133-39137 39142 39150-39151 39155 39157-39161 39163-39164 39167 39169 39171 39176-39177 39179 39304 39306-39307 39336-39337 39339 39430 39445 39447-39448 39452-39453 39469 39471 39474-39475 39478-39479 39482 39486 39488 39490 39493-39495 39497 39499 39501 39503-39504 39506-39507 39513-39515 39522 39527 39531-39533 39535-39536 39538-39541 39545-39546 39549 39555 39561 39563-39565 39569-39570 39577 39587 39590 39592 39599 39603 39605-39606 39608 39613 39615 39617-39621 39623 39625-39627 39629-39632 39636 39638 39644 39646-39647 39656 39659 39664 39667 39669 39677-39679 39688-39689 39691 39704-39706 39716-39718 39724 39726-39727 39812-39813 39815 39817-39818 39853-39855 39952 39954-39955 39960-39962 39964 39966-39967 39980-39982 39984 39986-39987 39992 39995 40000 40002-40005 40008-40010 40012-40013 40015 40018 40025 40027-40028 40030 40041-40042 40045-40046 40049-40051 40053 40057 40084 40086-40087 40112 40114-40115 40124-40126 40136-40138 40141-40142 40144-40146 40150 40154 40156 40159 40173-40175 40180 40184-40186 40189-40190 40192 40194 40196 40201 40204-40205 40216 40230 40244 40248 40250 40252 40259 40271 40276 40279 40285 40292-40293 40297 40307 40310 40312 40323 40326 40328 40338 40345 40348 40352 40358 40362-40363 40370 40372 40377 40424 40435 40446 40468-40470 40516-40517 40519 40528 40536 40538 40540 40542-40543 40548 40550-40551 40560-40562 40564 40567 40569-40570 40644 40646-40647 40657-40659 40680 40682-40683 40688 40690-40691 40693-40695 40702 40704-40705 40708 40711 40714 40716 40721 40725-40726 40731 40737-40740 40743 40745 40748 40751 40759 40761 40771 40779 40797-40798 40802 40807 40823-40824 40832-40833 40835 40838 40841 40847 40850 40857 40859-40861 40863 40866 40870 40881 40889-40890 40893 40896 40904-40905 40924 40928 40933 40936-40937 40939 40941 40948 40953 40962 40969-40970 40976 40978 40985-40988 40990 40993 40999 41002-41003 41006-41007 41010-41011 41017 41020 41025 41041 41047 41052-41053 41056 41058 41060-41061 41063 41067-41068 41070-41071 41074 41078-41082 41084-41085 41087 41091-41092 41094 41101 41103 41109-41110 41117 41125 41129 41131 41135-41137 41139-41140 41142-41143 41153-41154 41181-41182 41204-41205 41207 41216 41223-41226 41229 41234 41240 41242 41244 41246-41248 41250-41253 41256-41257 41259-41262 41264-41265 41267 41276-41277 41279-41280 41283 41287-41289 41293 41295 41300 41303 41311-41312 41314-41317 41319 41325-41327 41329 41331 41334-41335 41340-41341 41343 41365-41367 41412-41414 41477 41479 41481-41483 41485-41487 41728-41730 41913-41915 41932-41934 41936-41937 41939 41948-41950 41952-41954 41956 41958-41959 41961-41964 41968-41969 41971 41977 41979 41981 41983-41984 41986 41989 41991-41992 41994-41995 42002-42003 42005-42008 42010 42012-42013 42015 42020-42021 42023 42032-42033 42035 42052-42054 42059 42064 42066-42069 42071 42073-42075 42084 42086-42087 42241-42243 42568-42570 42585-42587 42597-42599 42604 42607-42610 42613-42615 42620-42621 42623 42629-42631 42636 42638 42644-42645 42648-42649 42651-42653 42656-42657 42659-42662 42672-42673 42677 42679 42681 42685 42688-42690 42696-42697 42701-42702 42704 42706-42707 42709 42711-42713 42716-42717 42720-42722 42731 42737 42742 42745-42746 42750-42751 42760 42762-42763 42784 42787-42789 42794-42795 42797-42798 42801-42803 42813 42856-42858 42876-42877 42879 42881-42882 42885 42887 42890-42891 42893 42896 42900-42901 42903-42906 42909-42911 42914-42915 42925-42926 42930-42934 42937 42942 42945 42947 42949 42951 42953-42955 42960-42962 42965-42966 42972 42976 42981 42984-42985 42991 42995 43000-43002 43084-43086 43100-43102 43113-43115 43128 43130 43133-43134 43172 43174-43175 43180-43182 43192 43195 43197-43198 43204-43205 43212-43214 43216 43218-43219 43223 43229 43231 43236 43238-43240 43242 43247 43250 43252-43253 43261 43264-43265 43267 43269-43273 43275 43277-43281 43283-43286 43288 43290-43293 43295-43296 43299 43304-43306 43308-43310 43316 43319 43321 43323 43325 43327 43329-43334 43337 43339-43341 43349 43351 43354-43355 43357 43361-43362 43365 43368-43369 43371 43377-43378 43381 43383 43390-43394 43401 43403-43404 43406 43411 43418 43424-43425 43428 43430 43442 43448-43450 43456 43458 43467 43473 43476 43491 43497-43498 43504 43524-43525 43527 43532-43534 43536 43538 43540-43541 43543-43545 43548 43550 43554 43560-43561 43563 43568-43569 43572 43577 43579 43587-43589 43593 43597 43603 43606-43607 43618-43619 43627 43637 43641 43644 43648 43651-43652 43660 43663 43666-43667 43673-43674 43690 43701 43707-43708 43722-43723 43727 43740 43758 43764 43767 43780 43782 43784 43788 43810 43817 43829 43832 43839 43844 43846 43853-43855 43871 43893 43912-43913 43915 43923 43929 43955 43976 43984 43996 44033 44037 44042 44044 44047 44052 44056 44060 44062-44063 44065 44069 44071 44076 44080 44087 44089 44091 44094 44097 44105 44110 44113 44115 44127 44133 44142 44152 44173 44175 44178 44187 44194 44211 44218 44224 44239 44241-44242 44245 44247 44268-44269 44295 44299 44301 44303 44306 44321 44326-44327 44331 44334 44348-44349 44357 44384 44388 44393 44398 44419 44423 44432 44441 44450 44454 44456 44461 44488 44510 44582 44588 44666 44717 44724 44738 44770 44800 44813 44868 44873 44885-44886 44892 44899 44917 44925 44961 45030 45045 45068 45088 45112 45114 45157 45180 45193 45209 45224 45228 45245 45249 45257 45266 45350 45354 45379 45434 45449 45455 45576 45580 45583 45586 45596 45599 45606 45617 45623-45625 45628 45630 45645 45652 45665 45667 45669 45678 45687 45696-45697 45699-45700 45704 45711 45716 45720 45724 45729 45735-45737 45739 45741 45743 45745 45752-45753 45756 45771 45780 45785-45786 45792 45801 45803 45810 45816-45817 45821 45832-45833 45868 45909 45928 45946 45954 45958 45984 45992 46004 46008 46014 46027 46054 46060 46102 46146 46212 46363 46371 46596 46650 46732 46754-46755 46802 46814 46887 46889 46903 47007 47017 47055 47079-47081 47106-47108 47113 47118 47120-47122 47125 47130-47131 47139 47147-47148 47152 47158 47162 47175 47178 47181-47182 47212 47214 47232-47234 47244 47247 47253-47254 47257 47259 47261 47263 47265-47266 47269 47271-47272 47278-47279 47281 47285-47286 47288-47290 47292 47294 47299 47302-47303 47307 47311 47314 47318 47332 47339 47342 47344-47345 47359 47383 47404 47454-47455 47466 47468 47478 47491 47495 47498 47519 47525 47528 47536 47541 47550-47551 47555 47566 47594 47598 47614 47616-47617 47619-47621 47624 47627 47629-47630 47634-47635 47637 47639-47640 47650-47651 47656 47658-47659 47667 47672 47675 47677 47682-47684 47686 47688 47693-47694 47701 47704 47706-47708 47712 47714 47718-47720 47723 47727 47729 47731 47738 47748 47761 47768-47769 47771-47773 47792-47793 47795 47808-47810 47812 47819-47820 47822-47823 47827 47830-47832 47834-47837 47839-47840 47842-47843 47846-47850 47856-47857 47859-47862 47883 47894-47895 47906 47912 47915-47916 47918 47921 47928 47932 47934 47936-47937 47960 47968 47970-47972 47974 47980 47982 47987 47989 47991 47995 48000-48001 48004-48005 48008 48010-48011 48013-48015 48017-48019 48021-48023 48029-48031 48034 48037-48038 48040-48042 48044 48047-48049 48051-48053 48055 48057-48059 48064-48065 48070-48071 48074 48077 48083-48084 48098 48101 48103 48105-48107 48111 48113 48118-48120 48122-48123 48156 48179 48190 48202 48230 48240 48263 48271 48299 48310-48311 48321 48358 48365-48366 48401 48435 48497 48523 48540 48569 48584 48590 48613-48614 48672 48683 48688 48695-48696 48701 48708 48720 48741 48748 48753 48763 48768 48770-48771 48773 48776 48780-48781 48790-48791 48797 48799-48800 48803 48806 48812-48813 48815 48817 48822-48823 48831 48833 48840 48842 48845 48857 48860 48865 48867 48875-48876 48879-48880 48888 48890 48892 48920 48938 48942 48962 48979-48980 48989 48998 49003 49009 49017-49018 49034-49036 49040 49043 49050 49067-49068 49071 49077-49078 49083 49085 49091 49099 49112 49126 49133-49134 49138 49143-49144 49148-49149 8.650015785639275e-20 3.916500758235022e-19 https://cdsarc.cds.unistra.fr/viz-bin/moc/J/A+A/704/A155?format=ascii default J/A+A/704/A155/candms Massive star candidates, excluded from training labels recno Record number assigned by the VizieR team. Should Not be used for identification. meta.record int GaiaDR3 Gaia DR3 identifier meta.id;meta.main RA_ICRS Right ascension (ICRS) at Ep=2016.0 deg pos.eq.ra;meta.main DE_ICRS Declination (ICRS) at Ep=2016.0 deg pos.eq.dec;meta.main skiff-type First SpT skiff src.spType char skiff-type-list All Skiff spectral types src.spType char sp-Li2021 Li (2021) spectral type src.spType char sp-ALSII ALS II spectral type src.spType char sp-GOSSS GOSSS spectral type src.spType char sp-Chini2012 Chini et al. (2012) spectral type src.spType char sp-IACOB IACOB spectral type src.spType char sp-simbad SIMBAD spectral type src.spType char sp-Monsalves2025 Spectral type from this work src.spType char B2-cut-prob BRF probability stat.fit.goodness float news [0/1] New candidate flag meta.code int OB [0/1] OB flag meta.code int
J/A+A/704/A155/g12par Parent catalog used as training label source epsi Astrometric parameter stat.fit.param float recno Record number assigned by the VizieR team. Should Not be used for identification. meta.record int GaiaDR3 Gaia DR3 identifier meta.id;meta.main label ? Training label meta.code int nullable B2-cut-split Training split meta.code char B2-cut-prob BRF probability stat.fit.goodness float plx Gaia parallax mas pos.parallax.trig float RPlx Parallax over error stat.fit.omc double Jmag 2MASS J magnitude mag phot.mag;em.IR.J float Hmag 2MASS H magnitude mag phot.mag;em.IR.H float Ksmag 2MASS Ks magnitude mag phot.mag;em.IR.K float pmRA Proper motion in RA mas/yr pos.pm;pos.eq.ra double RPmag Gaia RP magnitude mag phot.mag;em.opt.R float pmDE Proper motion in DEC mas/yr pos.pm;pos.eq.dec double G-RP G-RP Gaia colour index mag phot.color;em.opt;em.opt float BP-RP BP-RP Gaia colour index mag phot.color;em.opt.B;em.opt.R float Gmag Gaia G magnitude mag phot.mag;em.opt.V float BPmag Gaia BP magnitude mag phot.mag;em.opt.B float e_plx Parallax error mas stat.error;pos.parallax float G-BP G-BP Gaia colour index mag phot.color;em.opt;em.opt float J-Ks J-Ks Colour index mag phot.color;em.IR.J;em.IR.K float e_pmRA Proper motion RA error mas/yr stat.error;pos.pm;pos.eq.ra float Ks-RP Ks-RP Colour index mag phot.color;em.opt;em.IR float H-Ks H-Ks Colour index mag phot.color;em.IR.H;em.IR.K float Sig5dmax Astrometric parameter phys.angSize.smajAxis float RUWE Astrometric parameter stat.error float gofAL Astrometric parameter stat.fit.param double H-RP Colour index mag phot.color;em.opt;em.IR float IPDgofha Astrometric parameter stat.fit.param float sepsi Astrometric parameter stat.fit.param double J-RP J-RP Colour index mag phot.color;em.opt;em.IR float J-BP J-BP Colour index mag phot.color;em.opt;em.IR float J-H J-H Colour index mag phot.color;em.IR.J;em.IR.H float e_pmDE Proper motion DEC error mas/yr stat.error;pos.pm;pos.eq.dec float H-BP H-BP Colour index mag phot.color;em.opt;em.opt float J-G J-G Colour index mag phot.color;em.opt;em.opt float Ks-BP Ks-BP Colour index mag phot.color;em.opt;em.opt float Ks-G Ks-G Colour index mag phot.color;em.opt;em.opt float H-G H-G Colour index mag phot.color;em.opt;em.opt float
J/A+A/704/A155/auxcode Auxiliary spectral type codification of the parent catalog recno Record number assigned by the VizieR team. Should Not be used for identification. meta.record int GaiaDR3 Gaia DR3 source identifier meta.id;meta.main RA_ICRS Right ascension (ICRS) at Ep=2016.0 deg pos.eq.ra;meta.main indexed DE_ICRS Declination (ICRS) at Ep=2016.0 deg pos.eq.dec;meta.main indexed sk-type-mean ? Skiff type code mean src.spType int nullable sk-type-sd ? Skiff type code stddev src.spType double nullable sk-lum-mean ? Skiff luminosity code mean src.spType double nullable sk-lum-sd ? Skiff luminosity code stddev src.spType double nullable sk-bin [0/10] Skiff binary flag meta.code int sk-BpHgMn [0/5] Skiff Bp/HgMn flag meta.code int sk-C [0/2] Skiff C-type flag meta.code int sk-OB [0/4] Skiff OB flag meta.code int sk-OBe [0/2] Skiff OBe flag meta.code int sk-OIafpe [0/1] Skiff OIafpe flag meta.code int sk-OfWN [0/1] Skiff Of/WN flag meta.code int sk-Ofp [0/4] Skiff Of?p flag meta.code int sk-PN [0/1] Skiff PN flag meta.code int sk-S [0] Skiff S-type flag meta.code int sk-WD [0] Skiff white dwarf flag meta.code int sk-WR [0/10] Skiff WR flag meta.code int sk-no-sub [0/5] No subtype flag meta.code int sk-sub-rng [0/4] Subtype range meta.code int sk-unc-type [0/11] Uncodifiable type meta.code int sk-no-lum [0/15] No luminosity class meta.code int sk-lum-rng [0/3] Luminosity range meta.code int sk-lum-rng-nc [0/2] Non-consec. range meta.code int sk-lum-rng-unc [0] Uncertain luminosity range meta.code int sk-unc-lum [0/2] Uncodifiable luminosity class meta.code int sk-pec-broad [0/9] Peculiarity broadening meta.code int sk-pec-em [0/13] Peculiarity emission meta.code int sk-pec-misc [0/7] Peculiarity misc meta.code int sk-pec-NC [0/4] Peculiarity NC meta.code int sk-pec-unc [0/5] Uncertain peculiarity meta.code int sb-type-code ? SIMBAD type code meta.code double nullable sb-lum-code ? SIMBAD luminosity code meta.code double nullable sb-bin [0/1] SIMBAD binary flag meta.code int sb-BpHgMn [0/1] SIMBAD Bp/HgMn flag meta.code int sb-C [0/1] SIMBAD C-type flag meta.code int sb-OB [0/1] SIMBAD OB flag meta.code int sb-OBe [0/1] SIMBAD OBe flag meta.code int sb-OIafpe [0/1] SIMBAD OIafpe flag meta.code int sb-OfWN [0/1] SIMBAD Of/WN flag meta.code int sb-Ofp [0/1] SIMBAD Of?p flag meta.code int sb-PN [0/1] SIMBAD PN flag meta.code int sb-S [0/1] SIMBAD S-type flag meta.code int sb-WD [0/1] SIMBAD white dwarf flag meta.code int sb-WR [0/1] SIMBAD WR flag meta.code int sb-no-sub [0/1] No subtype flag meta.code int sb-sub-rng [0/1] Subtype range meta.code int sb-unc-type [0/1] Uncodifiable type meta.code int sb-no-lum [0/1] No luminosity class meta.code int sb-lum-rng [0/1] Luminosity range meta.code int sb-lum-rng-nc [0/1] Non-consec. range meta.code int sb-lum-rng-unc [0/1] Uncertain luminosity range meta.code int sb-unc-lum [0/1] Uncodifiable luminosity class meta.code int sb-pec-broad [0/1] Peculiarity broadening meta.code int sb-pec-em [0/1] Peculiarity emission meta.code int sb-pec-misc [0/1] Peculiarity misc meta.code int sb-pec-NC [0/1] Peculiarity NC meta.code int sb-pec-unc [0/1] Uncertain peculiarity meta.code int sk-type-list Skiff type list src.spType char