File Info

Filename
cluster_561_params.csv
Full Path
s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/5f/f2eeeff2b56ce22ddeaeb121a8d0b2/cluster_561_params.csv
Size
32.5 KB
Task
GERMLINE_CNV:ModelSingle (561)
Attempt

Content

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probe_id variable_name mean std q2.5 q97.5
97249 alpha 255.25730895996094 46.82401657104492 175.76736450195312 358.6283264160156
97249 beta 0.5122416615486145 0.0030325197149068117 0.5063281059265137 0.5182061791419983
97250 alpha 278.54510498046875 44.701663970947266 201.20468139648438 375.9320983886719
97250 beta 0.6978999972343445 0.004117557313293219 0.6898655891418457 0.7060034275054932
97251 alpha 290.72271728515625 52.32788848876953 201.634765625 406.0186767578125
97251 beta 0.8128365278244019 0.004679297562688589 0.8037058115005493 0.822043776512146
97252 alpha 238.386474609375 43.27046203613281 164.81161499023438 333.8083190917969
97252 beta 0.6858072280883789 0.003645283402875066 0.6786889433860779 0.6929806470870972
97253 alpha 233.9344482421875 62.92551040649414 134.5702362060547 379.22869873046875
97253 beta 0.23518744111061096 0.0017302031628787518 0.231812983751297 0.23859810829162598
97254 alpha 280.17156982421875 51.54533386230469 192.70590209960938 394.0001525878906
97254 beta 0.5987752079963684 0.0037669329904019833 0.5914210677146912 0.6061967611312866
97255 alpha 223.81802368164062 37.02164077758789 160.02426147460938 304.7063293457031
97255 beta 0.5289331078529358 0.0034457265865057707 0.5222105979919434 0.5357194542884827
97256 alpha 121.87212371826172 24.74007225036621 80.55320739746094 177.08755493164062
97256 beta 0.22329889237880707 0.002085917629301548 0.21923832595348358 0.2274148166179657
97257 alpha 148.4627685546875 30.208602905273438 98.0308609008789 215.90054321289062
97257 beta 0.22224557399749756 0.001833606860600412 0.21867413818836212 0.22585999965667725
97258 alpha 133.498046875 30.071300506591797 84.20852661132812 201.41807556152344
97258 beta 0.1863408386707306 0.002088735345751047 0.18228022754192352 0.1904679834842682
97259 alpha 104.21417236328125 20.204748153686523 70.2110595703125 149.08116149902344
97259 beta 0.21373678743839264 0.0021953610703349113 0.20946501195430756 0.21807265281677246
97260 alpha 229.11697387695312 49.686458587646484 147.09657287597656 340.8423156738281
97260 beta 0.3167945146560669 0.001947432174347341 0.31299740076065063 0.3206256330013275
97261 alpha 184.444580078125 31.79625701904297 129.9695281982422 254.19778442382812
97261 beta 0.3986624479293823 0.003263086313381791 0.3923030197620392 0.4050978422164917
97262 alpha 218.47393798828125 44.567771911621094 144.1024932861328 317.9955139160156
97262 beta 0.377157598733902 0.0028140791691839695 0.3716716766357422 0.38270318508148193
97263 alpha 196.51229858398438 43.437007904052734 125.06076049804688 294.4023742675781
97263 beta 0.2380378693342209 0.0018285367405042052 0.23447547852993011 0.2416401505470276
97264 alpha 152.04660034179688 31.368288040161133 99.80302429199219 222.18154907226562
97264 beta 0.22574079036712646 0.0019011814147233963 0.2220374345779419 0.22948963940143585
97265 alpha 324.692138671875 80.63774108886719 195.0892333984375 508.99957275390625
97265 beta 0.35546648502349854 0.0022362624295055866 0.3511047959327698 0.3598681390285492
97266 alpha 111.53583526611328 19.383743286132812 78.36502838134766 154.09335327148438
97266 beta 0.24696607887744904 0.0022235496435314417 0.24263791739940643 0.25135108828544617
97267 alpha 248.2940216064453 47.572940826416016 168.07986450195312 353.80126953125
97267 beta 0.548583984375 0.003388232085853815 0.541974663734436 0.555252730846405
97268 alpha 206.08074951171875 37.05535125732422 142.984619140625 287.717529296875
97268 beta 0.4880253076553345 0.0034859348088502884 0.4812261164188385 0.4948952794075012
97269 alpha 127.42080688476562 23.469039916992188 87.60382080078125 179.25405883789062
97269 beta 0.24239934980869293 0.0022965928073972464 0.2379295527935028 0.24693097174167633
97270 alpha 236.83526611328125 41.447288513183594 165.97906494140625 327.8975524902344
97270 beta 0.5344085693359375 0.0033263666555285454 0.5279211401939392 0.5409547090530396
97271 alpha 236.69052124023438 43.61444091796875 162.70030212402344 333.02117919921875
97271 beta 0.490068644285202 0.0033840904943645 0.48347076773643494 0.4967328906059265
97272 alpha 196.6634063720703 36.170982360839844 135.28329467773438 276.53814697265625
97272 beta 0.35012561082839966 0.002521294401958585 0.34520938992500305 0.35509341955184937
97273 alpha 217.01651000976562 35.09404754638672 156.3600311279297 293.5275573730469
97273 beta 0.5066965222358704 0.0033560378942638636 0.5001519322395325 0.5133041739463806
97274 alpha 172.15603637695312 27.982763290405273 123.82373809814453 233.19293212890625
97274 beta 0.43654125928878784 0.0033124848268926144 0.4300858676433563 0.4430680274963379
97275 alpha 246.8467254638672 51.031734466552734 161.88426208496094 360.9727783203125
97275 beta 0.40818554162979126 0.0026516385842114687 0.40301620960235596 0.4134037494659424
97276 alpha 240.5232391357422 42.49919128417969 167.9703369140625 333.98712158203125
97276 beta 0.38581007719039917 0.00253094220533967 0.38087543845176697 0.3907918632030487
97277 alpha 174.93873596191406 24.44597053527832 131.92111206054688 227.54067993164062
97277 beta 0.82590651512146 0.005447940900921822 0.8152728080749512 0.8366425633430481
97278 alpha 210.94155883789062 29.80734634399414 158.55613708496094 275.1407775878906
97278 beta 1.0460706949234009 0.006450767628848553 1.0334877967834473 1.058766484260559
97279 alpha 246.84507751464844 37.79316329956055 181.06063842773438 328.82293701171875
97279 beta 1.204563856124878 0.006884305737912655 1.1911207437515259 1.2181189060211182
97280 alpha 198.6380615234375 23.685331344604492 156.2637939453125 248.96315002441406
97280 beta 1.2030246257781982 0.007218268699944019 1.1889322996139526 1.2172400951385498
97281 alpha 155.69778442382812 20.21346092224121 119.841552734375 198.9292449951172
97281 beta 1.2316250801086426 0.007932739332318306 1.2161569595336914 1.247238278388977
97282 alpha 158.5357208251953 18.24176597595215 125.79119110107422 197.193115234375
97282 beta 1.2838910818099976 0.00836388859897852 1.2675645351409912 1.300372838973999
97283 alpha 168.948486328125 20.90715789794922 131.67977905273438 213.49575805664062
97283 beta 1.3175084590911865 0.008773642592132092 1.3003976345062256 1.3347854614257812
97284 alpha 185.88198852539062 24.10693359375 143.114501953125 237.43624877929688
97284 beta 1.3792495727539062 0.008275635540485382 1.363088846206665 1.3955514430999756
97285 alpha 185.9173583984375 25.31963539123535 141.2337188720703 240.28147888183594
97285 beta 1.4237957000732422 0.008641356602311134 1.406920075416565 1.4408204555511475
97286 alpha 192.26348876953125 24.74980354309082 148.32147216796875 245.16119384765625
97286 beta 1.4519309997558594 0.008826364763081074 1.4347106218338013 1.4693037271499634
97287 alpha 197.13575744628906 26.468591690063477 150.3517608642578 253.9000244140625
97287 beta 1.501978874206543 0.009377622045576572 1.4836795330047607 1.520444631576538
97288 alpha 187.87115478515625 26.63675308227539 141.07601928710938 245.2580108642578
97288 beta 1.5306379795074463 0.008811501786112785 1.513436198234558 1.547984004020691
97289 alpha 228.2728271484375 32.15210723876953 171.74549865722656 297.5032043457031
97289 beta 1.5362224578857422 0.007885065861046314 1.520826816558838 1.5517332553863525
97290 alpha 235.13555908203125 37.31081008911133 170.48666381835938 316.3345031738281
97290 beta 1.491701602935791 0.007586944382637739 1.476886510848999 1.5066264867782593
97291 alpha 217.16929626464844 28.527141571044922 166.6282196044922 278.2393798828125
97291 beta 1.3461494445800781 0.007679441478103399 1.3311502933502197 1.3612732887268066
97292 alpha 204.83047485351562 27.03890609741211 156.9509735107422 262.7376403808594
97292 beta 1.1788122653961182 0.006761674303561449 1.1656147241592407 1.1921201944351196
97293 alpha 201.12794494628906 27.984085083007812 151.8600311279297 261.3210144042969
97293 beta 0.9938393235206604 0.005873609334230423 0.9823800325393677 1.0053972005844116
97294 alpha 173.91488647460938 26.01479721069336 128.5018310546875 230.22561645507812
97294 beta 0.7915541529655457 0.005061540752649307 0.7816804647445679 0.8015197515487671
97295 alpha 150.27621459960938 19.947900772094727 114.97428894042969 193.01644897460938
97295 beta 0.8316137194633484 0.005462997127324343 0.8209579586982727 0.8423714637756348
97296 alpha 159.75453186035156 18.950193405151367 125.83493041992188 200.00315856933594
97296 beta 1.1964191198349 0.007902762852609158 1.1809972524642944 1.2119892835617065
97297 alpha 159.7373046875 19.97066879272461 124.17442321777344 202.32281494140625
97297 beta 1.4125196933746338 0.00971728190779686 1.3935701847076416 1.4316589832305908
97298 alpha 148.5878448486328 17.656848907470703 116.98863983154297 186.09439086914062
97298 beta 1.6034045219421387 0.010371742770075798 1.583160400390625 1.6238394975662231
97299 alpha 169.24819946289062 21.979013442993164 130.26126098632812 216.2568359375
97299 beta 1.7618016004562378 0.011016635224223137 1.740303874015808 1.7834951877593994
97300 alpha 184.23159790039062 22.890703201293945 143.4435272216797 233.02041625976562
97300 beta 1.8415842056274414 0.009516354650259018 1.8229981660842896 1.8603100776672363
97301 alpha 174.42398071289062 21.330110549926758 136.356689453125 219.83119201660156
97301 beta 1.8472223281860352 0.01133751217275858 1.8251171112060547 1.8695247173309326
97302 alpha 166.49954223632812 22.32242774963379 127.03775787353516 214.36630249023438
97302 beta 1.7608577013015747 0.010635062120854855 1.740105390548706 1.781792402267456
97303 alpha 166.28341674804688 21.786842346191406 127.67345428466797 212.91444396972656
97303 beta 1.5966867208480835 0.010342990048229694 1.5765100717544556 1.617053747177124
97304 alpha 142.34664916992188 18.180294036865234 110.0421371459961 181.1793212890625
97304 beta 1.4237570762634277 0.00990498811006546 1.4044426679611206 1.4432673454284668
97305 alpha 122.83290100097656 16.137826919555664 94.24223327636719 157.3806915283203
97305 beta 1.244136095046997 0.008580436930060387 1.227393627166748 1.2610470056533813
97306 alpha 130.76223754882812 15.583019256591797 102.88198852539062 163.87054443359375
97306 beta 1.2216230630874634 0.009075755253434181 1.20392644405365 1.2395113706588745
97307 alpha 139.3472900390625 16.00221824645996 110.6175765991211 173.2539520263672
97307 beta 1.209497332572937 0.008435096591711044 1.1930427551269531 1.2261191606521606
97308 alpha 149.28709411621094 19.101104736328125 115.3527603149414 190.09225463867188
97308 beta 1.1901097297668457 0.007419093977659941 1.1756263971328735 1.204724669456482
97309 alpha 102.36509704589844 12.38422966003418 80.24008178710938 128.70697021484375
97309 beta 1.148001790046692 0.009253283962607384 1.1299715042114258 1.1662441492080688
97310 alpha 115.18912506103516 12.998730659484863 91.81466674804688 142.69712829589844
97310 beta 1.2117139101028442 0.009429464116692543 1.1933320760726929 1.230304479598999
97311 alpha 140.02281188964844 17.589435577392578 108.7153091430664 177.5445556640625
97311 beta 1.2961636781692505 0.008573298342525959 1.2794419527053833 1.3130464553833008
97312 alpha 151.21115112304688 18.418184280395508 118.32794189453125 190.40768432617188
97312 beta 1.3536677360534668 0.010218356736004353 1.333754062652588 1.373800277709961
97313 alpha 163.74400329589844 20.337032318115234 127.50468444824219 207.0886688232422
97313 beta 1.4129672050476074 0.009061428718268871 1.3953022956848145 1.4307971000671387
97314 alpha 157.82015991210938 16.879531860351562 127.32442474365234 193.4075469970703
97314 beta 1.4324703216552734 0.008537855930626392 1.4158010482788086 1.4492840766906738
97315 alpha 167.72805786132812 24.5428409576416 124.77062225341797 220.7489471435547
97315 beta 1.5536978244781494 0.00968568678945303 1.534788727760315 1.5727788209915161
97316 alpha 176.0318145751953 23.13709831237793 135.04269409179688 225.56549072265625
97316 beta 1.6647582054138184 0.010799248702824116 1.6436982154846191 1.6860170364379883
97317 alpha 184.46446228027344 24.458919525146484 141.17405700683594 236.86529541015625
97317 beta 1.6982033252716064 0.009705547243356705 1.679250955581665 1.717313528060913
97318 alpha 184.5335235595703 22.659564971923828 144.1099090576172 232.7860870361328
97318 beta 1.6281005144119263 0.010024202056229115 1.6085556745529175 1.6478204727172852
97319 alpha 161.39598083496094 21.611560821533203 123.18570709228516 207.73370361328125
97319 beta 1.5198516845703125 0.00862259790301323 1.503035306930542 1.536806583404541
97320 alpha 146.1151580810547 18.29606819152832 113.53942108154297 185.134521484375
97320 beta 1.397295594215393 0.008869552053511143 1.3799926042556763 1.414758563041687
97321 alpha 147.69955444335938 18.28040313720703 115.11373901367188 186.65036010742188
97321 beta 1.256608009338379 0.009162676520645618 1.2387373447418213 1.2746686935424805
97322 alpha 161.81170654296875 18.840524673461914 128.02947998046875 201.77239990234375
97322 beta 1.1525710821151733 0.007539976388216019 1.1378686428070068 1.1674134731292725
97323 alpha 201.2108154296875 27.02752113342285 153.44114685058594 259.1759033203125
97323 beta 1.1818442344665527 0.0070322370156645775 1.1681318283081055 1.195675253868103
97324 alpha 186.93206787109375 24.418949127197266 143.64393615722656 239.1839599609375
97324 beta 1.1133806705474854 0.00681182648986578 1.1000986099243164 1.1267811059951782
97325 alpha 153.18141174316406 19.41843032836914 118.65044403076172 194.63412475585938
97325 beta 1.014025092124939 0.007426941301673651 0.9995399117469788 1.0286649465560913
97326 alpha 159.91656494140625 19.280567169189453 125.4594497680664 200.9165802001953
97326 beta 1.010279655456543 0.006200692616403103 0.9981852173805237 1.0224820375442505
97327 alpha 174.1119384765625 24.8013973236084 130.56466674804688 227.56619262695312
97327 beta 1.023866057395935 0.006854758132249117 1.010499119758606 1.0373635292053223
97328 alpha 160.30609130859375 23.704240798950195 118.86857604980469 211.5628662109375
97328 beta 0.9308323860168457 0.006779638584703207 0.917610228061676 0.9441949725151062
97329 alpha 118.44388580322266 14.890524864196777 91.94232940673828 150.21023559570312
97329 beta 0.8441150188446045 0.0058652181178331375 0.8326738476753235 0.8556720018386841
97330 alpha 162.89779663085938 21.990455627441406 124.0519790649414 210.0793914794922
97330 beta 0.9373720288276672 0.0068655177019536495 0.9239898920059204 0.9508970379829407
97331 alpha 177.26980590820312 23.787260055541992 135.22247314453125 228.2812042236328
97331 beta 0.9629411101341248 0.0061304764822125435 0.9509885311126709 0.9750044941902161
97332 alpha 168.9686279296875 25.00326919555664 125.26416015625 223.03762817382812
97332 beta 0.9063925743103027 0.0064515769481658936 0.8938141465187073 0.9191015362739563
97333 alpha 160.34307861328125 21.90183448791504 121.70382690429688 207.38047790527344
97333 beta 0.9044135808944702 0.006399510428309441 0.8919358849525452 0.9170199036598206
97334 alpha 169.82337951660156 24.14790916442871 127.41485595703125 221.86129760742188
97334 beta 0.9890772700309753 0.006855478975921869 0.9757075309753418 1.00258207321167
97335 alpha 156.4015655517578 20.8160457611084 119.57366943359375 201.01144409179688
97335 beta 1.1219971179962158 0.00743140047416091 1.107505202293396 1.1366287469863892
97336 alpha 176.1742401123047 22.621240615844727 136.0007781982422 224.51303100585938
97336 beta 1.1939610242843628 0.007821614854037762 1.178700566291809 1.2093671560287476
97337 alpha 166.33909606933594 20.5468807220459 129.70591735839844 210.11265563964844
97337 beta 1.2342400550842285 0.007454446516931057 1.219687819480896 1.2489203214645386
97338 alpha 176.68515014648438 24.203346252441406 133.99913024902344 228.67788696289062
97338 beta 1.1898807287216187 0.007326086517423391 1.1755889654159546 1.2043006420135498
97339 alpha 189.2723388671875 24.266845703125 146.16978454589844 241.12152099609375
97339 beta 1.095917820930481 0.006240473128855228 1.0837386846542358 1.1081979274749756
97340 alpha 213.45716857910156 29.196250915527344 161.9568328857422 276.1673278808594
97340 beta 0.9373737573623657 0.005367031786590815 0.9269002676010132 0.9479345083236694
97341 alpha 163.02444458007812 23.210233688354492 122.2685775756836 213.0470733642578
97341 beta 0.6696584224700928 0.005001857876777649 0.6599029898643494 0.6795201897621155
97342 alpha 194.5243682861328 44.416324615478516 121.91159057617188 295.0062255859375
97342 beta 0.31707730889320374 0.0026478790678083897 0.3119189441204071 0.322298526763916
97343 alpha 157.43496704101562 30.680137634277344 105.84556579589844 225.60153198242188
97343 beta 0.2712395489215851 0.002081476617604494 0.2671825885772705 0.27534186840057373
97344 alpha 176.55638122558594 27.533607482910156 128.74169921875 236.3806915283203
97344 beta 0.38194572925567627 0.0028589440044015646 0.3763715922832489 0.3875807225704193
97345 alpha 195.7764129638672 38.80767059326172 130.70301818847656 282.1610412597656
97345 beta 0.3494400382041931 0.0028166051488369703 0.3439541459083557 0.3549903929233551
97346 alpha 199.22589111328125 39.78086471557617 132.60165405273438 287.847900390625
97346 beta 0.36933600902557373 0.002677910029888153 0.36411625146865845 0.3746108114719391
97347 alpha 201.9239959716797 38.15583419799805 137.4466552734375 286.42108154296875
97347 beta 0.3390541672706604 0.0025700859259814024 0.33404266834259033 0.3441210687160492
97348 alpha 255.2675323486328 39.277374267578125 186.94232177734375 340.5032958984375
97348 beta 0.8379169702529907 0.0042813243344426155 0.829547643661499 0.8463486433029175
97349 alpha 312.1951599121094 46.61021423339844 230.81060791015625 413.06890869140625
97349 beta 1.0042259693145752 0.005622951779514551 0.9932397603988647 1.0153017044067383
97350 alpha 285.16082763671875 40.3065299987793 214.32562255859375 371.97552490234375
97350 beta 0.9382282495498657 0.004848278593271971 0.9287604689598083 0.9477671980857849
97351 alpha 213.38563537597656 31.818906784057617 157.8194122314453 282.24029541015625
97351 beta 0.7188063859939575 0.004055296536535025 0.7108943462371826 0.7267834544181824
97352 alpha 144.83663940429688 30.75054931640625 93.87986755371094 213.81402587890625
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97353 beta 0.514352560043335 0.0030861671548336744 0.5083342790603638 0.5204234719276428
97354 alpha 320.6193542480469 66.92227172851562 209.3873291015625 470.4444580078125
97354 beta 0.47837400436401367 0.0029592057690024376 0.47260284423828125 0.48419713973999023
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97358 beta 0.27716580033302307 0.002388574182987213 0.27251502871513367 0.28187504410743713
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97359 beta 0.39749041199684143 0.002593079349026084 0.3924315869808197 0.4025973081588745
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97365 beta 0.5563628673553467 0.003115236759185791 0.5502794981002808 0.562495768070221
97366 alpha 421.57421875 88.7370376586914 274.30224609375 620.4276123046875
97366 beta 0.534577488899231 0.002853413112461567 0.5290065407752991 0.540191650390625
97367 alpha 393.84442138671875 71.99150085449219 271.56378173828125 552.71826171875
97367 beta 0.6928721070289612 0.0038201306015253067 0.685408890247345 0.7003952264785767
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97368 beta 0.6155400276184082 0.003108982229605317 0.6094669103622437 0.6216578483581543
97369 alpha 191.53585815429688 32.03950119018555 136.41189575195312 261.6148986816406
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97370 alpha 171.13491821289062 31.948495864868164 117.0445556640625 241.79541015625
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97375 alpha 314.9119567871094 70.8432388305664 198.76473999023438 474.89581298828125
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97379 beta 0.6282200217247009 0.0036809765733778477 0.6210345029830933 0.6354668140411377
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97382 alpha 157.12034606933594 29.013145446777344 107.91661071777344 221.2152099609375
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97383 alpha 150.99888610839844 32.38947296142578 97.4251480102539 223.73822021484375
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97385 alpha 198.41209411621094 39.9108772277832 131.65264892578125 287.3958435058594
97385 beta 0.3813146948814392 0.0027364057023078203 0.3759779930114746 0.38670724630355835
97386 alpha 223.0019073486328 36.01424789428711 160.74398803710938 301.5091247558594
97386 beta 0.47342923283576965 0.002868702169507742 0.46782734990119934 0.47908058762550354
97387 alpha 191.2407989501953 31.294536590576172 137.23703002929688 259.5454406738281
97387 beta 0.44870564341545105 0.0030868237372487783 0.44268906116485596 0.4547824561595917
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97389 alpha 246.97706604003906 45.675785064697266 169.53323364257812 347.8987731933594
97389 beta 0.7051695585250854 0.004022813867777586 0.6973143815994263 0.7130900621414185
97390 alpha 237.5869903564453 36.42219924926758 174.19906616210938 316.60009765625
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97395 beta 0.3855247497558594 0.002937458921223879 0.3797985315322876 0.39131462574005127
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97396 beta 0.3275855481624603 0.0024389689788222313 0.3228311836719513 0.33239156007766724
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97401 alpha 222.71986389160156 41.39588928222656 152.58676147460938 314.2327575683594
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97403 beta 0.1957479864358902 0.001695031183771789 0.1924467533826828 0.19909095764160156
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97410 beta 0.37613511085510254 0.0029068177100270987 0.37046757340431213 0.38186654448509216
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97418 beta 0.42035219073295593 0.0031229055020958185 0.4142635464668274 0.42650678753852844
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97426 beta 0.47243618965148926 0.003192255273461342 0.4662088453769684 0.478724867105484
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97427 beta 0.4746079444885254 0.0032814231235533953 0.46821051836013794 0.48106980323791504
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97431 alpha 242.95680236816406 46.51479721069336 164.51724243164062 346.10894775390625
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97432 beta 0.3004195988178253 0.0023698376026004553 0.295803040266037 0.30508923530578613
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97433 beta 0.32939791679382324 0.0026744746137410402 0.3241880536079407 0.33466947078704834
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97434 beta 0.42060616612434387 0.002732324879616499 0.41527342796325684 0.42598944902420044
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97435 beta 0.46575242280960083 0.002695648930966854 0.4604952931404114 0.47105374932289124
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97437 alpha 253.2566375732422 46.25794219970703 174.67642211914062 355.33251953125
97437 beta 0.5121762752532959 0.002985361497849226 0.506348729133606 0.5180532336235046
97438 alpha 238.68902587890625 45.238624572753906 162.27896118164062 338.9032287597656
97438 beta 0.5028524994850159 0.0028686460573226213 0.4972548484802246 0.5084966421127319
381 rows