Add discoveries.csv, read exoplanet.eu, test orbits in a second spectrograph and update the results

README.md

@@ -18,6 +18,8 @@ configs:
 - config_name: planets
   data_files: planets.csv
   default: true
+- config_name: discoveries
+  data_files: discoveries.csv
 - config_name: companions
   data_files: planets/companions.csv
 - config_name: signals
@@ -38,14 +40,15 @@ configs:
 
 orbitlight finds new planets, companions and planetary atmospheres in public archives: high-resolution spectra and radial velocities from ESO, the CADC, Keck, the HARPS-RVBank and DACE, checked against TESS and Gaia. It runs on a GPU. The new planets are in `planets.csv`, and every signal with its decision is in `planets/signals.csv`.
 
-Each new planet's `contribution` column gives what orbitlight's evidence adds. A `discovery` is a signal orbitlight found in archived velocities. A `mass confirmation` is a TESS candidate whose mass archived velocities measure at its transits. A `statistical validation` is a TESS candidate validated from its light curves; its `candidate` column names the TOI or community TOI. The `discovered_by` column credits who first found each body: CharlesCNorton for orbitlight's discoveries, and for a TESS candidate the TESS pipeline (SPOC or QLP) or the community member who submitted it. In `signals.csv`, a catalogued planet or companion that orbitlight's own data recover is marked as an independent detection, mass measurement or validation.
+Each new planet's `contribution` column gives what orbitlight's evidence adds. A `discovery` is a signal orbitlight found in archived velocities or TESS light curves. A `mass confirmation` is a TESS candidate whose mass archived velocities measure at its transits. A `statistical validation` is a TESS candidate validated from its light curves; its `candidate` column names the TOI or community TOI. The `discovered_by` column credits who first found each body: CharlesCNorton for orbitlight's discoveries, and for a TESS candidate the TESS pipeline (SPOC or QLP) or the community member who submitted it. In `signals.csv`, a catalogued planet or companion that orbitlight's own data recover is marked as an independent detection, mass measurement or validation.
 
 ## Files
 
 | File | Contents |
 |---|---|
 | `planets.csv` | New planets: orbits, masses, radii, temperatures, habitable-zone place, inferred character and contribution |
-| `planets/` | `companions.csv`, the new stellar companions; `signals.csv`, every signal with its decision, evidence and contribution, of the search of TESS's stars those that pass its vetting; `validation.jsonl`, each TESS candidate's statistical validation; `followup.jsonl`, `followup.npz` and `figures.pdf`, the records behind each decision with their posterior draws and each system's figures; `stars.csv`, `ledger.csv`, `eccentric.csv` and `calibration.json`, the census's star models, prediction tests, eccentric-orbit candidates and calibration |
+| `discoveries.csv` | The planets and companions orbitlight itself found, those of `planets.csv` and `planets/companions.csv` whose contribution is `discovery` |
+| `planets/` | `companions.csv`, the new stellar companions; `signals.csv`, every signal with its decision, evidence and contribution (for the search of TESS's stars, those that pass its vetting); `validation.jsonl`, each TESS candidate's statistical validation; `followup.jsonl`, `followup.npz` and `figures.pdf`, the records behind each decision with their posterior draws and each system's figures; `stars.csv`, `ledger.csv`, `eccentric.csv` and `calibration.json`, the census's star models, prediction tests, eccentric-orbit candidates and calibration |
 | `solar/`, `giants/`, `transits/`, `companions/` | Each other mode's results, with the archive queries behind its searches; `companions/` also holds GJ 367's line depths, the template of the companion and binary searches |
 
 A `.jsonl` file holds one record per line, and a record's arrays are in the `.npz` file of the same name under its `arrays` key. `python orbitlight.py publish` writes these files from the data roots, each row naming its root.
@@ -56,17 +59,24 @@ A `.jsonl` file holds one record per line, and a record's arrays are in the `.np
 
 ## Decisions
 
+A signal is known if the NASA Exoplanet Archive or the Extrasolar Planets Encyclopaedia (exoplanet.eu) lists a planet of its star within 5% of its period, within 25% for a companion in the Encyclopaedia, if SIMBAD catalogues it, or if the TFOPWG lists it as a known or confirmed planet; an eclipsing binary is also known where a variable-star or eclipsing-binary catalogue, a TOI or a paper SIMBAD links to the star already holds it. A TESS candidate is known from the Encyclopaedia only where it lists the candidate as confirmed, since its candidates include the TOIs themselves, and a body it lists only as retracted is rejected. The `catalogued` column of `signals.csv` names each entry. Any other signal is new if it passes its tests and rejected with a reason if it does not. A transit from the search that passes every test before the validation stays a candidate where TRICERATOPS does not validate it or cannot weigh it.
+
 | Signal | New when |
 |---|---|
-| Velocity signal | It holds in two independent reductions of the same spectra at a false-alarm probability below 1e-3 with both halves of the data agreeing, no activity indicator has power at its period, removing it costs more than 10 in BIC, it is not an alias, TESS shows no variation at P, P/2 or 2P, it lies more than 10% from the star's rotation period and its half, and the system stays stable |
-| Companion | Its cross-correlation velocities follow the bank's at r ≥ 0.9, and two cycles at a false-alarm probability below 1e-3, or significant Hipparcos-Gaia astrometry, fix its period |
+| Velocity signal | It holds in two independent reductions of the same spectra at a false-alarm probability below 1e-3 with both halves of the data agreeing, no activity indicator has power at its period, removing it costs more than 10 in BIC, it is not an alias, TESS's PDCSAP flux shows no variation at P, P/2 or 2P, it lies more than 10% from the star's rotation period and its half, the system stays stable, and another spectrograph's archived spectra, where they cover enough nights, do not fail its orbit |
+| Companion | Its cross-correlation velocities follow the bank's at r ≥ 0.9, and two cycles at a false-alarm probability below 1e-3 or significant Hipparcos-Gaia astrometry fix its period. An orbit resting on astrometry must agree with Gaia's astrometric excess noise, and its true mass is given where it agrees closely |
 | TESS candidate with velocities | Its ephemeris holds to a tenth of a period, its semi-amplitude at the transit phase is positive at 5 sigma, and its free phase agrees within 3 sigma |
-| TESS candidate, validated | TRICERATOPS gives a false-positive probability below 1.5% and a nearby-false-positive probability below 0.1% (means of ten runs), its radius is below two Jupiter radii, its odd and even transits agree, it shows no secondary eclipse, and SPOC's data validation is clean |
-| Transit from orbitlight's search | Found by a blind box search of the star's TESS light curves with its registered TOIs' transits set aside: three transits or more with none dominating, odd and even transits that agree, no secondary eclipse, a period that is no other signal's or its half or double, a signal-to-noise of 7.1 or more against the light curve's noise on the transit's timescale and of 1.5 times the highest the same search finds in the light curve turned upside down, a duration the star allows, and then validated as a TESS candidate is |
+| TESS candidate, validated | TRICERATOPS gives a false-positive probability below 1.5% and a nearby-false-positive probability below 0.1% (means of ten runs), its radius is below two Jupiter radii, it passes the planet tests below, and SPOC's data validation is clean |
+| Transit from orbitlight's search | A blind box search of the star's TESS light curves finds it with the star's registered TOIs set aside, it passes the signal and planet tests below, and it is validated as a TESS candidate is, or weighed with archived velocities as a TESS candidate with velocities is |
+| Eclipsing binary from orbitlight's search | The same search finds eclipses of different odd and even depths or a secondary eclipse, it passes the signal tests below, its eclipses or its size rule out a planet, and under 0.1% of TRICERATOPS's probability lies on a nearby or background star |
+
+The signal tests ask whether a signal from the search is real: three transits or more with none dominating, depths that agree from transit to transit, a signal-to-noise of 7.1 or more on the transit's timescale and of 1.5 times the highest the same search finds in the light curve turned upside down, a period that is neither TESS's orbit nor another signal's, and a dip the folded light shows at 7.1 sigma.
+
+The planet tests ask whether a dip is a planet's on this star: odd and even transits agree, there is no secondary eclipse, the folded light is a transit's box rather than the star's own variation, no catalogued variable star within six arcminutes varies at its period, half or double, the star is not catalogued as a binary at it, no brighter star within two arcminutes shows the signal, the centroids do not place its source 5 sigma off the star, Gaia's RUWE is below 1.4, the star does not spin at 50 km/s or more with the period at its spin's limit, and its orbit and duration fit the star.
 
-A signal is known if the NASA Exoplanet Archive lists a planet of its star, in any published solution, within 5% of its period. It is also known if SIMBAD catalogues it, or if the TFOPWG lists it as a known or confirmed planet. Every other signal that fails a test is rejected with a reason. Each new body's predicted orbit is then tested against observations made after its discovery, and a failed prediction rejects it. A planet's letter follows those of the planets the archive already lists for its star.
+A planet from the velocities is tested in the spectra of a spectrograph its velocities did not come from, ESPRESSO's for HARPS's and HARPS's for the others, measured line by line: each orbit's amplitude and phase are fitted freely and set against what its posterior predicts. Its `second_test` is `held` at 3 sigma at the predicted phase, `failed` where the amplitude falls short of the prediction by more than 3 sigma and 30% or a detection lies 3 sigma off that phase, which rejects it, and `open` otherwise. Each new body's predicted orbit is then tested against observations made after its discovery, and a failed prediction rejects it. A planet's letter follows those of the planets the archive and the Encyclopaedia already list for its star.
 
-The validation is benchmarked on TOIs whose fate the TFOPWG has settled (`planets validate --benchmark`), and its counts are in `planets/calibration.json`.
+`planets validate --benchmark` scores the validation on TOIs whose fate the TFOPWG has settled, `planets calibrate --wobble` sets the excess-noise limit on Gaia DR3's published orbits and accelerations, and `planets/calibration.json` holds their counts. `planets validate --control` tries the rules on confirmed planets and false positives.
 
 ## Running
 
@@ -82,7 +92,7 @@ Stars beyond the HARPS-RVBank are searched in data roots of their own, set up by
 
 ## Acknowledgements
 
-Based on data obtained from the ESO Science Archive Facility; from the Canadian Astronomy Data Centre, operated by the National Research Council of Canada with the support of the Canadian Space Agency, and the Canada-France-Hawaii Telescope; from the Keck Observatory Archive, operated by the W. M. Keck Observatory and NExScI under contract with NASA; from the NASA Exoplanet Archive and the Exoplanet Follow-up Observing Program, operated by Caltech under contract with NASA; from SIMBAD and VizieR, operated at CDS, Strasbourg; from the HARPS-RVBank (Trifonov et al. 2020); and from The Data & Analysis Center for Exoplanets (DACE), a facility of the University of Geneva and a platform of the Swiss NCCR PlanetS. It includes data from the TESS mission, obtained from MAST at the Space Telescope Science Institute and funded by NASA's Explorer Program, and from ESA's Gaia mission, processed by DPAC, and Hipparcos. The line lists are Kurucz's and petitRADTRANS's (Mollière et al. 2019).
+Based on data obtained from the ESO Science Archive Facility; from the Canadian Astronomy Data Centre, operated by the National Research Council of Canada with the support of the Canadian Space Agency, and the Canada-France-Hawaii Telescope; from the Keck Observatory Archive, operated by the W. M. Keck Observatory and NExScI under contract with NASA; from the NASA Exoplanet Archive and the Exoplanet Follow-up Observing Program, operated by Caltech under contract with NASA; from the Extrasolar Planets Encyclopaedia (exoplanet.eu); from SIMBAD and VizieR, operated at CDS, Strasbourg; from the HARPS-RVBank (Trifonov et al. 2020); and from The Data & Analysis Center for Exoplanets (DACE), a facility of the University of Geneva and a platform of the Swiss NCCR PlanetS. It includes data from the TESS mission, obtained from MAST at the Space Telescope Science Institute and funded by NASA's Explorer Program, and from ESA's Gaia mission, processed by DPAC, and Hipparcos. The line lists are Kurucz's and petitRADTRANS's (Mollière et al. 2019).
 
 ## Licence
 

companions/results.jsonl

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discoveries.csv

@@ -0,0 +1,24 @@
+root,planet,host,kind,found_by,contribution,discovered_by,candidate,P_d,P_lo,P_hi,K_ms,K_lo,K_hi,e,e_lo,e_hi,msini_mearth,msini_mearth_lo,msini_mearth_hi,msini_mjup,mass_mjup,mass_mjup_lo,mass_mjup_hi,nights,span_d,prediction,second_instrument,second_nights,second_scale,second_scale_err,second_phase_sigma,second_test,fpp,nfpp,sunlight,teq_k,habitable_zone,a_au,mass_mearth,mass_basis,radius_rearth,radius_basis,density_gcc,gravity_earth,escape_kms,composition,character,tidally_locked,star_color,star_in_sky_deg,tsm,esm,bank_name,roots
+bank,HD 17970 b,HD 17970,planet,census,discovery,CharlesCNorton,,72.3813,72.2833,72.4866,1.8203,1.6016,2.0436,0.1986,0.0724,0.3329,9.509,8.3922,10.6409,0.0299,,,,74,5063,pending,,,,,,,,,3.971,393,hotter,0.3088,9.51,minimum,3.05,predicted,1.86,1.03,19.8,"sub-Neptune: a rocky core under hydrogen, or a water world",warm sub-Neptune,,orange,1.42,,,GJ3187,bank
+bank,HD 71334 b,HD 71334,planet,census,discovery,CharlesCNorton,,88.8989,88.8289,88.9699,3.1368,2.8303,3.4387,0.1434,0.0554,0.2323,21.5871,19.5235,23.6143,0.0679,,,,101,8047,pending,,,,,,,,,6.874,451,hotter,0.3801,21.59,minimum,4.94,predicted,0.99,0.89,23.4,Neptune-like,warm Neptune,,yellow,1.47,,,GJ9263,bank
+bank,HD 125881 b,HD 125881,planet,census,discovery,CharlesCNorton,,37.0099,36.9881,37.0337,6.2252,5.5152,6.9402,0.2239,0.1237,0.3207,31.4723,28.0559,34.8148,0.099,,,,52,3355,pending,,,,,,,,,28.61,644,hotter,0.2189,31.47,minimum,6.16,predicted,0.74,0.83,25.3,sub-Saturn,warm sub-Saturn,,yellow,2.75,,,HD125881,bank
+bank,HD 20037 B,HD 20037,star,companions,discovery,CharlesCNorton,,10174.3197,9405.8486,11078.2007,4995.365,4942.0626,5065.101,0.4539,0.4292,0.4865,261745.7,,,823.5399,1205.304,1123.096,1283.419,12,1520,pending,,,,,,,,,,,,10.519,,,,,,,,star,,,,,,,HD20037,bank
+bank,HD 297396 b,HD 297396,planet,census,discovery,CharlesCNorton,,4.2683,4.2681,4.2686,5.9209,5.228,6.6613,0.1264,0.0389,0.2479,12.2094,10.7744,13.7084,0.0384,,,,106,6625,pending,,,,,,,,,104.765,891,hotter,0.0468,12.21,minimum,3.53,predicted,1.53,0.98,20.8,"sub-Neptune: a rocky core under hydrogen, or a water world",hot sub-Neptune,expected,orange,8.73,,,HD297396,bank
+bank,HD 32564 b,HD 32564,planet,census,discovery,CharlesCNorton,,2.5566,2.5565,2.5567,4.1871,3.9745,4.3479,0.0345,0.0109,0.0707,8.9438,8.4881,9.2911,0.0281,,,,193,2301,pending,,,,,,,,,618.971,1390,hotter,0.0355,8.94,minimum,2.94,predicted,1.95,1.04,19.5,"sub-Neptune: a rocky core under hydrogen, or a water world",hot sub-Neptune,expected,yellow,14.38,,,HD32564,bank
+bank,HD 32564 c,HD 32564,planet,census,discovery,CharlesCNorton,,11.0634,11.0611,11.0657,3.4738,3.2291,3.6816,0.0447,0.0166,0.1047,12.072,11.2172,12.8007,0.038,,,,193,2301,pending,,,,,,,,,87.775,853,hotter,0.0944,12.07,minimum,3.5,predicted,1.55,0.98,20.8,"sub-Neptune: a rocky core under hydrogen, or a water world",hot sub-Neptune,expected,yellow,5.4,,,HD32564,bank
+bank,HD 32564 d,HD 32564,planet,census,discovery,CharlesCNorton,,49.1249,49.0321,49.2248,1.7768,1.5631,2.0154,0.1406,0.0497,0.2583,10.0167,8.8392,11.285,0.0315,,,,193,2301,pending,,,,,,,,,12.027,519,hotter,0.255,10.02,minimum,3.14,predicted,1.78,1.02,20.0,"sub-Neptune: a rocky core under hydrogen, or a water world",warm sub-Neptune,,yellow,2.0,,,HD32564,bank
+bank,HD 7399 b,HD 7399,brown dwarf,companions,discovery,CharlesCNorton,,931.1253,911.0624,948.8672,1144.9933,896.1249,1476.2189,0.7033,0.6399,0.7547,14370.8,,,45.2154,,,,22,540,,,,,,,,,,0.717,256,inside,1.9982,14370.8,minimum,11.64,predicted,50.22,106.03,393.0,brown dwarf,temperate Jupiter,,yellow-white,0.37,,,HD7399,bank
+bank,HD 76849 b,HD 76849,planet,census,discovery,CharlesCNorton,,1072.8186,1049.8321,1098.1101,13.371,11.0311,22.157,0.6432,0.4886,0.8238,137.0903,124.2342,165.7011,0.4313,,,,21,3374,pending,,,,,,,,,0.158,176,colder,1.8634,137.09,minimum,14.29,predicted,0.26,0.67,34.7,gas giant,temperate Jupiter,,orange,0.26,,,HD76849,bank
+bank,HD 77462 B,HD 77462,star,companions,discovery,CharlesCNorton,,344.0491,343.6475,344.3278,9208.9266,8370.8496,10801.7162,0.6859,0.661,0.7254,95684.2,,,301.0547,,,,11,472,pending,,,,,,,,,,,,1.0211,,,,,,,,star,,,,,,,HD77462,bank
+bank,HD 78286 b,HD 78286,planet,census,discovery,CharlesCNorton,,95.576,95.4966,96.167,17.9744,11.601,32.2227,0.7729,0.1534,0.8643,89.4615,73.4247,119.8098,0.2815,,,,38,3384,pending,,,,,,,,,10.003,495,hotter,0.4047,89.46,minimum,11.4,predicted,0.33,0.69,31.3,gas giant,warm Jupiter,,yellow,1.73,,,HD78286,bank
+rvcat,HD 113513 B,HD 113513,star,companions,discovery,CharlesCNorton,,4130.2709,4116.6178,4149.3605,2856.9941,2727.6747,3053.9071,0.8318,0.8081,0.8635,43151.5,,,135.7691,205.241,191.504,219.131,10,5566,pending,,,,,,,,,,,,5.038,,,,,,,,star,,,,,,,HIP63995,rvcat
+espresso,TIC-100504488 b,TIC-100504488,planet,census,discovery,CharlesCNorton,,62.7773,62.3254,63.3696,38.3124,37.1809,39.4326,0.0328,0.0132,0.0633,196.5602,190.9495,202.3344,0.6184,,,,42,128,pending,,,,,,,,,4.122,397,hotter,0.2809,196.56,minimum,14.06,predicted,0.39,0.99,41.8,gas giant,warm Jupiter,,orange,1.54,,,TIC-100504488,espresso
+tess,HD 245241 B,HD 245241,star,transit search,discovery,CharlesCNorton,,1.33579,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1.6357175090686591e-21,183510.161,5766,hotter,0.0336,,,,,,,,star,,,blue-white,67.67,,,TIC 115637241,tess
+tess,TIC 125977836 B,TIC 125977836,star,transit search,discovery,CharlesCNorton,,2.94909,,,,,,,,,,,,,,,,,,,,,,,,,0.07856809700829898,2.3046022425261964e-14,,,,,,,,,,,,star,,,yellow,,,,TIC 125977836,tess
+tess,HD 180341 B,HD 180341,star,transit search,discovery,CharlesCNorton,,3.172406,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1.3234630132791953e-210,7309.065,2576,hotter,0.0502,,,,,,,,star,,,yellow-white,28.1,,,TIC 219943378,tess
+tess,TIC 233576835 B,TIC 233576835,star,transit search,discovery,CharlesCNorton,,4.167156,,,,,,,,,,,,,,,,,,,,,,,,,0.9999999999999999,0.0,12.604,525,hotter,0.0353,,,,,,,,star,,,red,5.33,,,TIC 233576835,tess
+tess,TYC 802-119-1 B,TYC 802-119-1,star,transit search,discovery,CharlesCNorton,,0.594124,,,,,,,,,,,,,,,,,,,,,,,,,0.06419152260141847,1.570131459517927e-10,14415.664,3053,hotter,0.0153,,,,,,,,star,,,yellow-white,51.24,,,TIC 27654436,tess
+tess,TIC 287260362 B,TIC 287260362,star,transit search,discovery,CharlesCNorton,,3.613264,,,,,,,,,,,,,,,,,,,,,,,,,0.6700187727571184,1.4426582233170457e-168,1240.35,1653,hotter,0.0473,,,,,,,,star,,,yellow,17.82,,,TIC 287260362,tess
+tess,TYC 3505-1121-1 B,TYC 3505-1121-1,star,transit search,discovery,CharlesCNorton,,3.528746,,,,,,,,,,,,,,,,,,,,,,,,,0.9999999999989381,0.0,1757.793,1804,hotter,0.0488,,,,,,,,star,,,yellow-white,18.72,,,TIC 313549034,tess
+tess,TIC 31672559 B,TIC 31672559,star,transit search,discovery,CharlesCNorton,,0.753363,,,,,,,,,,,,,,,,,,,,,,,,,0.38875432499499857,5.344906468778107e-24,1234.527,1651,hotter,0.015,,,,,,,,star,,,orange,26.35,,,TIC 31672559,tess
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planets/companions.csv

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-root,planet,host,kind,found_by,contribution,discovered_by,candidate,P_d,P_lo,P_hi,K_ms,K_lo,K_hi,e,e_lo,e_hi,msini_mearth,msini_mearth_lo,msini_mearth_hi,msini_mjup,mass_mjup,mass_mjup_lo,mass_mjup_hi,nights,span_d,prediction,fpp,nfpp,sunlight,teq_k,habitable_zone,a_au,mass_mearth,mass_basis,radius_rearth,radius_basis,density_gcc,gravity_earth,escape_kms,composition,character,tidally_locked,star_color,star_in_sky_deg,tsm,esm,bank_name,roots
-bank,MCC 791 B,MCC 791,star,companions,discovery,CharlesCNorton,,9382.5196,8661.4076,10212.1545,833.3276,814.9403,852.2979,0.7614,0.7457,0.7773,15302.3,,,48.1462,223.882,202.394,254.948,26,2191,,,,,,,7.9099,,,,,,,,star,,,,,,,GJ4001,bank
-bank,HD 20037 B,HD 20037,star,companions,discovery,CharlesCNorton,,9952.6737,9383.633,10665.5347,4987.0592,4942.2949,5040.9876,0.4463,0.4281,0.4714,260154.3,,,818.5328,1204.927,1130.299,1265.138,12,1520,pending,,,,,,10.3657,,,,,,,,star,,,,,,,HD20037,bank
-bank,HD 7399 B,HD 7399,star,companions,discovery,CharlesCNorton,,465.0132,460.2682,473.004,523.2365,516.4124,533.3507,0.0692,0.0517,0.1162,7227.2,,,22.7391,428.217,396.673,458.975,22,540,pending,,,1.811,323,inside,1.2578,,,,,,,,star,,,yellow-white,0.6,,,HD7399,bank
-bank,HD 77462 B,HD 77462,star,companions,discovery,CharlesCNorton,,343.9966,343.7984,344.2485,8856.0892,8410.1582,9613.2059,0.6762,0.6629,0.6974,92788.5,,,291.9439,1293.16,1180.799,1431.752,11,472,pending,,,,,,1.021,,,,,,,,star,,,,,,,HD77462,bank
-rvcat,HD 113513 B,HD 113513,star,companions,discovery,CharlesCNorton,,4134.5976,4115.979,4149.868,2833.3245,2713.2277,3039.2914,0.8131,0.7914,0.8521,45050.0,,,141.7424,206.519,191.703,220.905,10,5566,pending,,,,,,5.0415,,,,,,,,star,,,,,,,HIP63995,rvcat
+root,planet,host,kind,found_by,contribution,discovered_by,candidate,P_d,P_lo,P_hi,K_ms,K_lo,K_hi,e,e_lo,e_hi,msini_mearth,msini_mearth_lo,msini_mearth_hi,msini_mjup,mass_mjup,mass_mjup_lo,mass_mjup_hi,nights,span_d,prediction,second_instrument,second_nights,second_scale,second_scale_err,second_phase_sigma,second_test,fpp,nfpp,sunlight,teq_k,habitable_zone,a_au,mass_mearth,mass_basis,radius_rearth,radius_basis,density_gcc,gravity_earth,escape_kms,composition,character,tidally_locked,star_color,star_in_sky_deg,tsm,esm,bank_name,roots
+bank,HD 20037 B,HD 20037,star,companions,discovery,CharlesCNorton,,10174.3197,9405.8486,11078.2007,4995.365,4942.0626,5065.101,0.4539,0.4292,0.4865,261745.7,,,823.5399,1205.304,1123.096,1283.419,12,1520,pending,,,,,,,,,,,,10.519,,,,,,,,star,,,,,,,HD20037,bank
+bank,HD 7399 b,HD 7399,brown dwarf,companions,discovery,CharlesCNorton,,931.1253,911.0624,948.8672,1144.9933,896.1249,1476.2189,0.7033,0.6399,0.7547,14370.8,,,45.2154,,,,22,540,,,,,,,,,,0.717,256,inside,1.9982,14370.8,minimum,11.64,predicted,50.22,106.03,393.0,brown dwarf,temperate Jupiter,,yellow-white,0.37,,,HD7399,bank
+bank,HD 77462 B,HD 77462,star,companions,discovery,CharlesCNorton,,344.0491,343.6475,344.3278,9208.9266,8370.8496,10801.7162,0.6859,0.661,0.7254,95684.2,,,301.0547,,,,11,472,pending,,,,,,,,,,,,1.0211,,,,,,,,star,,,,,,,HD77462,bank
+rvcat,HD 113513 B,HD 113513,star,companions,discovery,CharlesCNorton,,4130.2709,4116.6178,4149.3605,2856.9941,2727.6747,3053.9071,0.8318,0.8081,0.8635,43151.5,,,135.7691,205.241,191.504,219.131,10,5566,pending,,,,,,,,,,,,5.038,,,,,,,,star,,,,,,,HIP63995,rvcat
+tess,HD 245241 B,HD 245241,star,transit search,discovery,CharlesCNorton,,1.33579,,,,,,,,,,,,,,,,,,,,,,,,,1.0,1.6357175090686591e-21,183510.161,5766,hotter,0.0336,,,,,,,,star,,,blue-white,67.67,,,TIC 115637241,tess
+tess,TIC 125977836 B,TIC 125977836,star,transit search,discovery,CharlesCNorton,,2.94909,,,,,,,,,,,,,,,,,,,,,,,,,0.07856809700829898,2.3046022425261964e-14,,,,,,,,,,,,star,,,yellow,,,,TIC 125977836,tess
+tess,HD 180341 B,HD 180341,star,transit search,discovery,CharlesCNorton,,3.172406,,,,,,,,,,,,,,,,,,,,,,,,,0.0,1.3234630132791953e-210,7309.065,2576,hotter,0.0502,,,,,,,,star,,,yellow-white,28.1,,,TIC 219943378,tess
+tess,TIC 233576835 B,TIC 233576835,star,transit search,discovery,CharlesCNorton,,4.167156,,,,,,,,,,,,,,,,,,,,,,,,,0.9999999999999999,0.0,12.604,525,hotter,0.0353,,,,,,,,star,,,red,5.33,,,TIC 233576835,tess
+tess,TYC 802-119-1 B,TYC 802-119-1,star,transit search,discovery,CharlesCNorton,,0.594124,,,,,,,,,,,,,,,,,,,,,,,,,0.06419152260141847,1.570131459517927e-10,14415.664,3053,hotter,0.0153,,,,,,,,star,,,yellow-white,51.24,,,TIC 27654436,tess
+tess,TIC 287260362 B,TIC 287260362,star,transit search,discovery,CharlesCNorton,,3.613264,,,,,,,,,,,,,,,,,,,,,,,,,0.6700187727571184,1.4426582233170457e-168,1240.35,1653,hotter,0.0473,,,,,,,,star,,,yellow,17.82,,,TIC 287260362,tess
+tess,TYC 3505-1121-1 B,TYC 3505-1121-1,star,transit search,discovery,CharlesCNorton,,3.528746,,,,,,,,,,,,,,,,,,,,,,,,,0.9999999999989381,0.0,1757.793,1804,hotter,0.0488,,,,,,,,star,,,yellow-white,18.72,,,TIC 313549034,tess
+tess,TIC 31672559 B,TIC 31672559,star,transit search,discovery,CharlesCNorton,,0.753363,,,,,,,,,,,,,,,,,,,,,,,,,0.38875432499499857,5.344906468778107e-24,1234.527,1651,hotter,0.015,,,,,,,,star,,,orange,26.35,,,TIC 31672559,tess
+tess,TYC 8873-725-1 B,TYC 8873-725-1,star,transit search,discovery,CharlesCNorton,,0.680044,,,,,,,,,,,,,,,,,,,,,,,,,0.9999946784930448,2.11752782750966e-08,6245.104,2477,hotter,0.0157,,,,,,,,star,,,yellow-white,39.66,,,TIC 31998499,tess

planets/followup.jsonl

@@ -1,3 +1,3 @@
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-oid sha256:829e058fd0112df45ce2f4c1585c487342aa74dd186e99232366951535f993b1
-size 701526
+oid sha256:afb825465526c7919aa9bee7a19ffc719f4becc6638fb5895dddc86f354cdcbe
+size 699272

planets/followup.npz

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e0affec3251c0d5d4df9adc3f8acefc8c9fb11bec9a36fff7c41b5e23af98af6
-size 1672844
+oid sha256:d3bea55c7ecffde6f6b3d4d2ce04db650616699f767e6995c4648a281a4c9bdc
+size 1638888

planets/ledger.csv

@@ -1,6 +1,5 @@
 root,planet,host,kind,found_by,bank_name,cutoff_mjd,P_d,P_lo,P_hi,K_ms,K_lo,K_hi,e,e_lo,e_hi,new_nights,new_from,new_to,scale,scale_err,prediction,tests
 bank,HD 125881 b,HD 125881,planet,census,HD125881,56415.344,37.0117,36.9907,37.0337,6.2489,5.5565,7.0046,0.2379,0.136,0.323,0,,,,,pending,1
-bank,HD 154363B b,HD 154363B,planet,census,GJ654,57661.016,15.3723,15.3585,15.3842,1.453,1.2215,1.7258,0.182,0.0668,0.332,0,,,,,pending,1
 bank,HD 17970 b,HD 17970,planet,census,GJ3187,58002.359,72.3713,72.2811,72.4817,1.8412,1.6063,2.0383,0.1992,0.0647,0.3384,0,,,,,pending,1
 bank,HD 20037 B,HD 20037,star,companions,HD20037,55564.05,10042.5229,9441.9557,10882.6519,4991.0955,4945.8802,5045.6829,0.4501,0.4303,0.4798,0,,,,,pending,1
 bank,HD 297396 b,HD 297396,planet,census,HD297396,60629.363,4.2683,4.2681,4.2686,5.9856,5.1536,6.6637,0.1356,0.0428,0.2487,0,,,,,pending,1
@@ -8,16 +7,13 @@ bank,HD 32564 b,HD 32564,planet,census,HD32564,60894.405,2.5566,2.5565,2.5567,4.
 bank,HD 32564 c,HD 32564,planet,census,HD32564,60894.405,11.0635,11.0612,11.0661,3.4869,3.2403,3.6682,0.0546,0.015,0.0936,0,,,,,pending,1
 bank,HD 32564 d,HD 32564,planet,census,HD32564,60894.405,23.6146,23.606,23.6262,2.8866,2.6932,3.0774,0.0539,0.0132,0.146,0,,,,,pending,1
 bank,HD 71334 b,HD 71334,planet,census,GJ9263,60076.993,88.9104,88.8252,88.982,3.1485,2.8438,3.4775,0.1441,0.0505,0.228,0,,,,,pending,1
-bank,HD 7399 B,HD 7399,star,companions,HD7399,58138.04,463.5055,459.5597,469.3808,523.1752,517.1182,530.809,0.0664,0.0499,0.0895,0,,,,,pending,1
 bank,HD 76849 b,HD 76849,planet,census,HD76849,57743.282,1072.8497,1050.3044,1098.4824,13.2615,11.2291,21.5724,0.6366,0.4944,0.8256,0,,,,,pending,1
 bank,HD 77462 B,HD 77462,star,companions,HD77462,53489.001,344.0128,343.7552,344.2298,8973.835,8418.4714,9637.4523,0.6792,0.6636,0.6981,0,,,,,pending,1
 bank,HD 78286 b,HD 78286,planet,census,HD78286,57749.299,95.5786,95.4887,96.1795,18.3634,11.6545,32.8043,0.7807,0.1514,0.8658,0,,,,,pending,1
-bank,MCC 791 B,MCC 791,star,companions,GJ4001,56761.344,7010.3633,4664.3752,7527.833,779.54,698.3932,806.0406,0.6986,0.5722,0.7184,20,57271.066,60404.39,0.675,0.243,pending,4
 bank,TOI-1943 b,CPD-62 2643,planet,TESS,TOI-1943,61341.975,1.7426,1.7426,1.7426,8.2495,7.1686,9.0956,0.0,0.0,0.0,0,,,,,pending,1
 bank,TOI-214 b,HD 48611,planet,TESS,HD 48611,61341.824,18.5537,18.5537,18.5537,2.0077,1.6623,2.3054,0.0,0.0,0.0,0,,,,,pending,1
 bank,TOI-2357 b,TOI-2357,planet,TESS,TOI-2357,61341.975,7.0925,7.0925,7.0925,10.7798,9.1877,12.2418,0.0,0.0,0.0,0,,,,,pending,1
 bank,TOI-2488 b,TYC 8448-76-1,planet,TESS,TYC 8448-76-1,61341.824,10.7668,10.7668,10.7669,21.9078,19.2643,24.6241,0.0,0.0,0.0,0,,,,,pending,1
-bank,TOI-2494 b,TOI-2494,planet,TESS,TOI-2494,61341.824,8.3761,8.3761,8.3761,29.0007,24.1948,33.6197,0.0,0.0,0.0,0,,,,,pending,1
 bank,TOI-2588 b,TYC 8119-1213-1,planet,TESS,TOI-2588,61341.975,3.5872,3.5872,3.5872,20.4692,16.8546,23.8641,0.0,0.0,0.0,0,,,,,pending,1
 bank,TOI-2673 b,CD-26 6382,planet,TESS,CD-26 6382,61341.824,1.9127,1.9127,1.9127,7.9542,6.5144,9.0369,0.0,0.0,0.0,0,,,,,pending,1
 bank,TOI-3185 b,TOI-3185,planet,TESS,TOI-3185,61341.975,3.5601,3.5601,3.5601,53.7769,51.0955,57.1733,0.0,0.0,0.0,0,,,,,pending,1

planets/validation.jsonl

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-size 9213833
+oid sha256:2f952bdcf63809158607ffb070beb4984f48846e730e3a7eb740f8230947dae6
+size 9754989