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<ri:Resource created="2026-05-26T11:33:37Z" status="active" updated="2026-05-26T12:43:33Z" version="1.2" xmlns:cs="http://www.ivoa.net/xml/ConeSearch/v1.0" xmlns:ri="http://www.ivoa.net/xml/RegistryInterface/v1.0" xmlns:vr="http://www.ivoa.net/xml/VOResource/v1.0" xmlns:vs="http://www.ivoa.net/xml/VODataService/v1.1" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.ivoa.net/xml/ConeSearch/v1.0 http://vo.ari.uni-heidelberg.de/docs/schemata/ConeSearch.xsd http://www.ivoa.net/xml/VOResource/v1.0 http://vo.ari.uni-heidelberg.de/docs/schemata/VOResource.xsd http://www.ivoa.net/xml/VODataService/v1.1 http://vo.ari.uni-heidelberg.de/docs/schemata/VODataService.xsd" xsi:type="vs:CatalogService"><title>The CatSouth and CatGlobe QSO candidate catalogs</title><shortName>J/ApJS/279/54</shortName><identifier>ivo://CDS.VizieR/J/ApJS/279/54</identifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Fu Y.</name></creator><creator><name>Wu X.-B.</name></creator><creator><name>Bouwens R.J.</name></creator><creator><name>Caputi K.I.</name></creator><creator><name>Pang Y.</name></creator><creator><name>Zhu R.</name></creator><creator><name>Yang D.-M.,Qin J.</name></creator><creator><name>Wang H.</name></creator><creator><name>Wolf C.</name></creator><creator><name>Li Y.</name></creator><creator><name>Joshi R.</name></creator><creator><name>Zhang Y.</name></creator><creator><name>Huo Z.-Y.</name></creator><creator><name>Ai Y.L.</name></creator><date role="Updated">2026-05-26T12:43:33Z</date><date role="Created">2026-05-26T11:33:37Z</date><contact><name>CDS support team</name><address>CDS, Observatoire de Strasbourg, 11 rue de l'Universite, F-67000 Strasbourg, France</address><email>cds-question@unistra.fr</email></contact></curation><content><subject>quasars</subject><subject>proper-motions</subject><subject>visible-astronomy</subject><subject>infrared-photometry</subject><subject>redshifted</subject><description>The Gaia DR3 has provided a large sample of more than 6.6 million quasar candidates with high completeness but low purity. Previous work on the CatNorth quasar candidate catalog has shown that including external multiband data and applying machine learning methods can efficiently purify the original Gaia DR3 quasar candidate catalog and improve the redshift estimates. In this paper, we extend the Gaia DR3 quasar candidate selection to the Southern Hemisphere using data from SkyMapper, CatWISE, and Visible and Infrared Survey Telescope for Astronomy surveys. We train an XGBoost classifier on a unified set of high-confidence stars and spectroscopically confirmed quasars and galaxies. For sources with available Gaia BP/RP spectra, spectroscopic redshifts are derived using a pretrained convolutional neural network (RegNet). We also train an ensemble photometric redshift estimation model based on XGBoost, TabNet, and FT-Transformer, achieving a root mean square error of 0.2256 and a normalized median absolute deviation of 0.0187 on the validation set. By merging CatSouth with the previously published CatNorth catalog, we construct the unified all-sky CatGlobe catalog with nearly 1.9 million sources at G&lt;21, providing a comprehensive and high-purity quasar candidate sample for future spectroscopic and cosmological investigations.</description><source format="bibcode">2025ApJS..279...54F</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/ApJS/279/54</referenceURL><type>Catalog</type><contentLevel>Research</contentLevel><relationship><relationshipType>IsServedBy</relationshipType><relatedResource ivo-id="ivo://CDS.VizieR/TAP">TAP VizieR generic service</relatedResource></relationship><relationship><relationshipType>IsServedBy</relationshipType><relatedResource>Conesearch service</relatedResource></relationship><relationship><relationshipType>related-to</relationshipType><relatedResource ivo-id="ivo://CDS.VizieR/VII/250">VII/250 : The 2dF Galaxy Redshift Survey (2dFGRS) (2dFGRS Team, 1998-2003)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/III/227">III/227 : General Catalog of galactic Carbon stars, 3d Ed. 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29297-29298 29301-29302 29304 29306-29307 29451 29466 29475 29489 29502 29517 29526 29546 29559 29569-29574 29580-29582 29584-29586 29590-29593 29595 29616-29617 29619 29632 29634 29639 29642 29645 29652 29655-29657 29660 29668-29669 29671 29682-29683 29686-29687 29832-29834 29837-29839 29857 29859-29861 29863-29864 29868-29870 29881 29884 29886 29924-29926 29930-29933 29935 30212 30224 30251 30277 30279 30287-30289 30291-30293 30295 30300-30301 30303 30313 30323 30325-30326 30363-30364 30367-30368 30370-30371 30387-30388 30390-30393 30395-30396 30398-30399 30410 30423 30437 30440 30443-30444 30446-30447 30456 30459 30461-30465 30467 30476 30478-30479 30496 30502 30504 30512-30513 30515 30521 30523-30524 30568-30570 30572-30573 30592 30610 30624 30626 30632 30638-30640 30652 30656-30657 30659-30660 30669 30684 30691 31829-31831 32016 32019 32023-32026 32028 32030-32031 32066 32068 32071-32072 32074-32075 32078-32079 32081 32088-32090 32093 32100 32102 32119 32125-32127 33052-33054 33096 33098-33099 33121-33123 36957-36959 37200 37202-37203 37205 37208-37209 37214 37220-37222 37230 37236 37312-37314 37326 37348 37350 37352-37354 37358 37705 37707 37710 37728-37730 37735-37736 37738 37745 37788 37791 37808 37810 37812-37814 37818-37820 37823-37824 37826-37827 37919 37941 37943 37945 37947-37949 37951 37953 37958-37959 37962-37963 37965-37967 37985-37987 38030 38041 38043-38044 38046-38047 38055 38059 38061-38062 38403 38405 38407-38409 38411 38416-38417 38419 38436-38437 38439 38441 38446-38447 38533 38535 38537-38538 38540-38541 38543-38546 38561 38568 38571 39189-39194 39196 39216-39218 39223-39224 39226-39227 39232-39233 39281 39286-39287 39318 39324 39349 39351-39352 39354-39355 39368 39379 39383 39400 39406-39407 39409 39411 39413-39416 39419 39421-39423 39684-39686 39696 39698-39700 39703 39708 39710-39711 39744 39746 39750 39752-39754 39758-39760 39762-39763 39765 39767 39769-39771 39779-39782 39788 39790-39792 39794 39797-39798 39801-39805 39807 39878-39879 39884 39886-39887 39892-39894 39897-39902 39920 39922-39926 39928-39929 39931-39932 39934-39935 40608-40609 40611-40613 40615 40619 41384 41386-41390 41400-41401 41403-41404 41436-41437 41444-41446 41449 41459-41460 41462 41512 41514-41515 41524-41526 41540 41542-41543 41548-41549 41552 41554-41556 41558-41560 41562-41563 41568-41569 41572 41576 41580 41604-41606 41608-41610 41612-41613 41615 41632-41633 41711 41714 41722 41725 41727-41729 41850 41870 41882-41883 41886-41887 41895-41898 41901-41903 41924 41926-41928 41931 41937-41939 42100 42102-42104 42106-42107 42109 42120-42121 42124-42125 42128-42129 42132-42134 42176 42180-42181 42187 42207 42272-42274 42283 42292 42317 42324-42325 42327 42329 42332 42339 42352 42394-42395 42516 42535 42538-42539 42541-42543 42545 42547-42548 42550 42569 42579 42581 42586 42591 42593-42594 42609-42610 42612-42614 42754 42762-42763 42766 42770 42776 42779-42780 42782-42785 42787 42789-42790 42818-42819 42827-42829 42831 42834 42839 42844 42846-42847 42857-42859 42968-42969 42971 42980-42982 42992-42993 42995 43037-43038 43058-43060 43062-43063 43065-43067 43073 43075 43082-43083 43087-43088 43090-43091 43097 43099 43105-43107 43141-43142 43268-43269 43271 47776-47778 47784-47785 47787</spatial><footprint ivo-id="ivo://ivoa.net/std/moc">https://cdsarc.cds.unistra.fr/viz-bin/moc/J/ApJS/279/54?format=ascii</footprint><waveband>Optical</waveband><waveband>Infrared</waveband></coverage><tableset><schema><name>default</name><table><name>J/ApJS/279/54/table3</name><description>CatSouth quasar candidate catalog</description><column><name>recno</name><description>Record number assigned by the VizieR team. Should Not be used for identification.</description><ucd>meta.record</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>GLON</name><description>Galactic longitude (l)</description><unit>deg</unit><ucd>pos.galactic.lon</ucd></column><column><name>RACdeg</name><description>CatWISE2020 Right Ascension (ICRS) (ra_cat)</description><unit>deg</unit><ucd>pos.eq.ra</ucd></column><column><name>DECdeg</name><description>CatWISE2020 Declination (ICRS) (dec_cat)</description><unit>deg</unit><ucd>pos.eq.dec</ucd></column><column><name>_RA.icrs</name><description>Right ascension (ICRS) at Epoch=J2000, proper motions taken into account</description><unit>deg</unit><ucd>pos.eq.ra</ucd><flag>indexed</flag></column><column><name>_DE.icrs</name><description>Declination (ICRS) at Epoch=J2000, proper motions taken into account</description><unit>deg</unit><ucd>pos.eq.dec</ucd><flag>indexed</flag></column><column><name>e_pmRACW</name><description>[0.001/1.4] Uncertainty in pmRACW (e_pmra_cat)</description><unit>arcsec/yr</unit><ucd>stat.error;pos.pm;pos.eq.ra</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>GaiaDR3</name><description>Gaia DR3 unique source identifier (source_id)</description><ucd>meta.id;meta.main</ucd><flag>indexed</flag></column><column><name>RA_ICRS</name><description>Gaia DR3 Right ascension (ICRS) at Ep=2016.0 (ra)</description><unit>deg</unit><ucd>pos.eq.ra;meta.main</ucd><flag>indexed</flag></column><column><name>DE_ICRS</name><description>[-90/29] Gaia DR3 Declination (ICRS) at Ep=2016.0 (dec)</description><unit>deg</unit><ucd>pos.eq.dec;meta.main</ucd><flag>indexed</flag></column><column><name>GLAT</name><description>[-90/80] Galactic latitude (b)</description><unit>deg</unit><ucd>pos.galactic.lat</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>plx</name><description>[-11.7/14] Parallax (parallax)</description><unit>mas</unit><ucd>pos.parallax.trig</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_plx</name><description>[0/4.6] Standard error on plx (parallax_error)</description><unit>mas</unit><ucd>stat.error;pos.parallax</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>pmRA</name><description>[-8.6/8.8] Proper motion in right ascension direction (pmra)</description><unit>mas/yr</unit><ucd>pos.pm;pos.eq.ra</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_pmRA</name><description>[0/3.3] Standard error of pmra (pmra_error)</description><unit>mas/yr</unit><ucd>stat.error;pos.pm;pos.eq.ra</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>pmDE</name><description>[-9.9/9.6] Proper motion in declination direction (pmdec)</description><unit>mas/yr</unit><ucd>pos.pm;pos.eq.dec</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_pmDE</name><description>[0/3.3] Standard error of pmdec (pmdec_error)</description><unit>mas/yr</unit><ucd>stat.error;pos.pm;pos.eq.dec</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>pmRApmDEcor</name><description>[-0.9/0.9] Correlation between pmra and pmdec (pmra-pmdec-corr)</description><ucd>stat.correlation;pos.pm</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>BPmag</name><description>[12.9/23]? Integrated BP mean AB magnitude (phot-bp-mean-mag)</description><unit>mag</unit><ucd>phot.mag;em.opt.B</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>Gmag</name><description>[12.8/21.3]? G-band mean AB magnitude (phot-g-mean-mag)</description><unit>mag</unit><ucd>phot.mag;em.opt</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>RPmag</name><description>[12.49/21.9]? Integrated RP mean AB magnitude (phot-rp-mean-mag)</description><unit>mag</unit><ucd>phot.mag;em.opt.R</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>BP-RP</name><description>[-1.5/4.3]? BP-RP color (bp-rp)</description><unit>mag</unit><ucd>phot.color;em.opt.B;em.opt.R</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>E(BP/RP)</name><description>[0.5/5.7]? BP/RP excess factor (phot-bp-rp-excess-factor)</description><ucd>arith.factor;phot.flux;em.opt</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>SMSS</name><description>[66/2724323161] SMSS DR4 unique object id (smss_id)</description><ucd>meta.id.cross</ucd><flag>indexed</flag></column><column><name>RASdeg</name><description>SMSS DR4 Right ascension (ICRS) (ra_smss)</description><unit>deg</unit><ucd>pos.eq.ra</ucd></column><column><name>DESdeg</name><description>SMSS DR4 Declination (ICRS) (dec_smss)</description><unit>deg</unit><ucd>pos.eq.dec</ucd></column><column><name>chi2-psf</name><description>[0/7583]? Maximum chi-squared from photometry table (chi2_psf)</description><ucd>stat.fit.chi2</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>g-psf</name><description>[11.3/24.6]? Weighted mean SMSS g-band PSF AB magnitude (g_psf)</description><unit>mag</unit><ucd>phot.mag;em.opt.B</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_g-psf</name><description>[0/1.9]? Error in g-psf (e_g_psf)</description><unit>mag</unit><ucd>stat.error;phot.mag;em.opt.B</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>r-psf</name><description>[13/23.8]? Weighted mean SMSS r-band PSF AB magnitude</description><unit>mag</unit><ucd>phot.mag;em.opt.R</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_r-psf</name><description>[0/1.4]? Error in r-psf</description><unit>mag</unit><ucd>stat.error;phot.mag;em.opt.R</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>i-psf</name><description>[12.7/23.3]? Weighted mean SMSS i-band PSF AB magnitude</description><unit>mag</unit><ucd>phot.mag;em.opt.I</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_i-psf</name><description>[0/1.6]? Error in i-psf</description><unit>mag</unit><ucd>stat.error;phot.mag;em.opt.I</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>z-psf</name><description>[11.9/22.6]? Weighted mean SMSS z-band PSF AB magnitude</description><unit>mag</unit><ucd>phot.mag;em.opt.I</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_z-psf</name><description>[0/1.6]? Error in z-psf</description><unit>mag</unit><ucd>stat.error;phot.mag;em.opt.I</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>Yapmag3</name><description>[10.9/22.2]? Default point source Y aperture corrected Vega mag (2" diameter) (yapermag3)</description><unit>mag</unit><ucd>phot.mag;em.IR.J</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_Yapmag3</name><description>[0/1.2]? Error in Yapmag3 (yapermag3err)</description><unit>mag</unit><ucd>stat.error;phot.mag;em.IR.J</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>Japmag3</name><description>[10.89/22.3]? Default point source J aperture corrected Vega mag (2" diameter) (japermag3)</description><unit>mag</unit><ucd>phot.mag;em.IR.J</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_Japmag3</name><description>[0.001/1.9]? Error in Japmag3 (japermag3err)</description><unit>mag</unit><ucd>stat.error;phot.mag;em.IR.J</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>Hapmag3</name><description>[8.8/20.3]? Default point source H aperture corrected Vega mag (2 arcsec diameter) (hapermag3)</description><unit>mag</unit><ucd>phot.mag;em.IR.H</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>e_Hapmag3</name><description>[0.001/0.6]? Error in Hapmag3 (hapermag3err)</description><unit>mag</unit><ucd>stat.error;phot.mag;em.IR.H</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>Ksapmag3</name><description>[7.57/20]? Default point source Ks aperture corrected Vega mag (2 arcsec diameter) (ksapermag3)</description><unit>mag</unit><ucd>phot.mag;em.IR.K</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_Ksapmag3</name><description>[0.001/1.1]? Error in Ksapmag3 (ksapermag3err)</description><unit>mag</unit><ucd>stat.error;phot.mag;em.IR.K</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>pmRACW</name><description>[-6/2.7] CatWISE2020 proper motion in right ascension direction (pmra_cat)</description><unit>arcsec/yr</unit><ucd>pos.pm;pos.eq.ra</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>pmDECW</name><description>[-8.4/5.8] CatWISE2020 proper motion in declination direction (pmdec_cat)</description><unit>arcsec/yr</unit><ucd>pos.pm;pos.eq.dec</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>e_pmDECW</name><description>[0.0016/1.3] Uncertainty in pmDECW (e_pmdec_cat)</description><unit>arcsec/yr</unit><ucd>stat.error;pos.pm;pos.eq.dec</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>snrw1pm</name><description>[0.1/176.5]? Flux S/N ratio in band-1 (W1) (snrw1pm)</description><ucd>stat.snr</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>snrw2pm</name><description>[0/443.3]? Flux S/N ratio in band-2 (W2) (snrw2pm)</description><ucd>stat.snr</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>snrw3</name><description>[-96.4/91]? Flux S/N ratio in band-3 (W3) from AllWISE (snrw3)</description><ucd>stat.snr</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>W1mag</name><description>[7.2/21.1] WPRO magnitude in band-1 (Vega) (w1mpropm)</description><unit>mag</unit><ucd>phot.mag;em.IR.3-4um</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_W1mag</name><description>[0.006/0.6]? Uncertainty in W1mag (e_w1mpropm)</description><unit>mag</unit><ucd>stat.error;phot.mag;em.IR.3-4um</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>W2mag</name><description>[6/20.9] WPRO magnitude in band-2 (Vega) (w2mpropm)</description><unit>mag</unit><ucd>phot.mag;em.IR.4-8um</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_W2mag</name><description>[0.002/0.6]? Uncertainty in W2mag</description><unit>mag</unit><ucd>stat.error;phot.mag;em.IR.4-8um</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>W3mag</name><description>[1.9/14]? WPRO magnitude in band-3 from AllWISE (Vega) (w3mpro)</description><unit>mag</unit><ucd>phot.flux.density;em.IR.8-15um</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_W3mag</name><description>[0.01/0.6]? Uncertainty in W3mag from AllWISE</description><unit>mag</unit><ucd>stat.error;phot.mag</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>E(BP/RP)c</name><description>[-0.62/4.4]? Corrected E(BP/RP) (phot-bp-rp-excess-factor-c)</description><ucd>arith.factor;phot.flux;em.opt</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>logfpm0</name><description>[-4/2.8] Logarithm probability density of zero proper motion (log_f_pm0)</description><ucd>stat.probability</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>in-lmc</name><description>Set to True if within 10 degree from the center of LMC; False otherwise (in_lmc)</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType" arraysize="5*">char</dataType></column><column><name>in-smc</name><description>Set to True if within 5 degree from the center of SMC; False otherwise (in_smc)</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType" arraysize="5*">char</dataType></column><column><name>zGaia</name><description>[0.08/6.2]? Redshift estimate from Gaia DR3 QSO candidate table (z_gaia)</description><ucd>src.redshift.phot</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>b_zGaia</name><description>? Lower confidence interval of z-gaia taken at 0.15866 quantile (z_gaia_low)</description><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>B_zGaia</name><description>? Upper confidence interval of z-gaia taken at 0.84134 quantile (z_gaia_up)</description><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>pGal</name><description>[0/0.5] XGBoost probability of the object being a galaxy (p_gal)</description><ucd>stat.probability</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>pQSO</name><description>[0.3/1] XGBoost probability of the object being a quasar (p_qso)</description><ucd>stat.probability</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>pStar</name><description>[0/0.5] XGBoost probability of the object being a star (p_star)</description><ucd>stat.probability</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>zphXGB</name><description>[-0.12/4.6] Photometric redshift predicted with XGBoost (z_ph_xgb)</description><ucd>src.redshift.phot</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>zphTabN</name><description>[-0.7/7.5] Photometric redshift predicted with TabNet (z_ph_tab)</description><ucd>src.redshift.phot</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>zphFTT</name><description>[-0.03/5.7] Photometric redshift predicted with FT-Transformer (z_ph_ftt)</description><ucd>src.redshift.phot</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>zph</name><description>[-0.21/5.2] Ensemble photometric redshift (mean of zph-xgb, zph-tab, and zph-ftt) (z_ph)</description><ucd>src.redshift.phot</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>zxp-nn</name><description>[0.01/4.5]? Spectral redshift predicted with RegNet using Gaia low-res spectroscopy (z_xp_nn)</description><ucd>src.redshift</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>CatWISE</name><description>CatWISE2020 source id (catwise_id)</description><ucd>meta.id.cross</ucd><dataType xsi:type="vs:VOTableType" arraysize="18*">char</dataType><flag>indexed</flag></column></table><table><name>J/ApJS/279/54/table4</name><description>CatGlobe quasar candidate catalog</description><column><name>recno</name><description>Record number assigned by the VizieR team. Should Not be used for identification.</description><ucd>meta.record</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>North</name><description>Display data from the CatNorth (Fu+ 2024, J/ApJS/271/54) if any</description><ucd>meta.ref.url</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>South</name><description>Display data from the CatSouth (link to Table 3) if any</description><ucd>meta.ref.url</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>_RA.icrs</name><description>Right ascension (ICRS) at Epoch=J2000, proper motions taken into account</description><unit>deg</unit><ucd>pos.eq.ra</ucd><flag>indexed</flag></column><column><name>_DE.icrs</name><description>Declination (ICRS) at Epoch=J2000, proper motions taken into account</description><unit>deg</unit><ucd>pos.eq.dec</ucd><flag>indexed</flag></column><column><name>CatWISE</name><description>CatWISE2020 source id (catwise_id)</description><ucd>meta.id.cross</ucd><dataType xsi:type="vs:VOTableType" arraysize="18*">char</dataType><flag>indexed</flag></column><column><name>GaiaDR3</name><description>Gaia DR3 unique source identifier (source_id)</description><ucd>meta.id;meta.main</ucd><flag>indexed</flag></column><column><name>RA_ICRS</name><description>Gaia DR3 Right ascension (ICRS) at Ep=2016.0 (ra)</description><unit>deg</unit><ucd>pos.eq.ra;meta.main</ucd><flag>indexed</flag></column><column><name>DE_ICRS</name><description>[-90/90] Gaia DR3 Declination (ICRS) at Ep=2016.0 (dec)</description><unit>deg</unit><ucd>pos.eq.dec;meta.main</ucd><flag>indexed</flag></column><column><name>GLON</name><description>Galactic longitude (l)</description><unit>deg</unit><ucd>pos.galactic.lon</ucd></column><column><name>GLAT</name><description>[-90/90] Galactic latitude (b)</description><unit>deg</unit><ucd>pos.galactic.lat</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>plx</name><description>[-11.7/14]? Parallax (parallax)</description><unit>mas</unit><ucd>pos.parallax.trig</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_plx</name><description>[0.013/4.8]? Standard error of parallax (parallax_error)</description><unit>mas</unit><ucd>stat.error;pos.parallax</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>pmRA</name><description>[-10.02/9.5]? Proper motion in right ascension direction (pmra)</description><unit>mas/yr</unit><ucd>pos.pm;pos.eq.ra</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_pmRA</name><description>[0.01/3.4]? Standard error of pmra (pmra_error)</description><unit>mas/yr</unit><ucd>stat.error;pos.pm;pos.eq.ra</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>pmDE</name><description>[-9.9/9.6]? Proper motion in declination direction (pmdec)</description><unit>mas/yr</unit><ucd>pos.pm;pos.eq.dec</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_pmDE</name><description>[0.013/3.4]? Standard error of pmdec (pmdec_error)</description><unit>mas/yr</unit><ucd>stat.error;pos.pm;pos.eq.dec</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>pmRApmDEcor</name><description>[-0.93/0.93]? Correlation between pmra and pmdec (pmra-pmdec-corr)</description><ucd>stat.correlation;pos.pm</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>BPmag</name><description>[9.9/24]? Integrated BP mean AB magnitude (phot-bp-mean-mag)</description><unit>mag</unit><ucd>phot.mag;em.opt.B</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>Gmag</name><description>[10.3/21.9]? G-band mean AB magnitude (phot-g-mean-mag)</description><unit>mag</unit><ucd>phot.mag;em.opt</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>RPmag</name><description>[9.4/23.6]? Integrated RP mean AB magnitude (phot-rp-mean-mag)</description><unit>mag</unit><ucd>phot.mag;em.opt.R</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>BP-RP</name><description>[-4/4.3]? BP-RP color (bp-rp)</description><unit>mag</unit><ucd>phot.color;em.opt.B;em.opt.R</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>E(BP/RP)</name><description>[0.29/43.05]? BP/RP excess factor (phot-bp-rp-excess-factor)</description><ucd>arith.factor;phot.flux;em.opt</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>RACdeg</name><description>CatWISE2020 Right Ascension (ICRS) (ra_cat)</description><unit>deg</unit><ucd>pos.eq.ra</ucd></column><column><name>DECdeg</name><description>CatWISE2020 Declination (ICRS) (dec_cat)</description><unit>deg</unit><ucd>pos.eq.dec</ucd></column><column><name>snrw1pm</name><description>[0.1/323.5]? Flux S/N ratio in band-1 (W1) (snrw1pm)</description><ucd>stat.snr</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>snrw2pm</name><description>[0/1839.3]? Flux S/N ratio in band-2 (W2) (snrw2pm)</description><ucd>stat.snr</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>W1mag</name><description>[7.2/21.04] WPRO magnitude in band-1 (Vega) (w1mpro_pm)</description><unit>mag</unit><ucd>phot.mag;em.IR.3-4um</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_W1mag</name><description>[0.003/0.6]? Uncertainty in W1mag (e_w1mpropm)</description><unit>mag</unit><ucd>stat.error;phot.mag;em.IR.3-4um</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>W2mag</name><description>[6/20.9] WPRO magnitude in band-2 (Vega) (w2mpro_pm)</description><unit>mag</unit><ucd>phot.mag;em.IR.4-8um</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_W2mag</name><description>[0.001/0.6]? Uncertainty in W2mag (e_w2mpropm)</description><unit>mag</unit><ucd>stat.error;phot.mag;em.IR.4-8um</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>E(BP/RP)c</name><description>[-0.9/41.7]? Corrected E(BP/RP) (phot-bp-rp-excess-factor-c)</description><ucd>arith.factor;phot.flux;em.opt</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>logfpm0</name><description>[-4/99] Logarithm probability density of zero proper motion (log-fpm0)</description><ucd>stat.probability</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>pGal</name><description>[0/0.5] XGBoost probability of the object being a galaxy (p-gal)</description><ucd>stat.probability</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>pQSO</name><description>[0.3/1] XGBoost probability of the object being a quasar (p-qso)</description><ucd>stat.probability</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>pStar</name><description>[0/0.5] XGBoost probability of the object being a star (p-star)</description><ucd>stat.probability</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>zGaia</name><description>[-99.99/6.2]? Redshift estimate from Gaia DR3 QSO candidate table (z-gaia)</description><ucd>src.redshift.phot</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>zphXGB</name><description>[-0.12/5] Photometric redshift predicted with XGBoost (z-ph-xgb)</description><ucd>src.redshift.phot</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>zphTabN</name><description>[-0.33/10] Photometric redshift predicted with TabNet (zph-tab)</description><ucd>src.redshift.phot</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>zphFTT</name><description>[0/5.65] Photometric redshift predicted with FT-Transformer (zph-ftt)</description><ucd>src.redshift.phot</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>zph</name><description>[0.02/5.1] Ensemble photometric redshift (mean of zph-xgb, zph-tab, and zph-ftt) (zph)</description><ucd>src.redshift.phot</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>zxp-nn</name><description>[0.0009/4.8]? Spectral redshift predicted with RegNet using Gaia low-res spectroscopy (z-xp-nn)</description><ucd>src.redshift</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column></table></schema></tableset></ri:Resource>