File Info

Filename
cluster_1066_params.csv
Full Path
s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/0b/5bb933f7ac28fe4fc9abe89613f000/cluster_1066_params.csv
Size
21.7 KB
Attempt
probe_id variable_name mean std q2.5 q97.5
185388 alpha 231.31179809570312 40.28519821166992 162.39414978027344 319.77777099609375
185388 beta 0.5686322450637817 0.00345674529671669 0.5618879199028015 0.5754362344741821
185389 alpha 215.00714111328125 34.6728515625 155.0564727783203 290.5801086425781
185389 beta 0.5368362069129944 0.0036697788164019585 0.5296816825866699 0.5440620183944702
185390 alpha 166.40573120117188 38.81171798706055 103.21873474121094 254.43280029296875
185390 beta 0.2363857924938202 0.0020840121433138847 0.2323269248008728 0.24049688875675201
185391 alpha 229.8515625 48.09015655517578 149.95388793945312 337.5443115234375
185391 beta 0.467205286026001 0.0027327740099281073 0.4618716835975647 0.4725842773914337
185392 alpha 208.75558471679688 40.09807205200195 141.1722412109375 297.708984375
185392 beta 0.46345338225364685 0.002946191467344761 0.45770445466041565 0.46925556659698486
185393 alpha 410.8050842285156 83.4531021118164 271.445068359375 597.0723876953125
185393 beta 0.6435118317604065 0.0037310936022549868 0.6362277865409851 0.6508573889732361
185394 alpha 532.1632690429688 104.64881896972656 356.4544372558594 764.9055786132812
185394 beta 0.6833497881889343 0.0032946965657174587 0.6769190430641174 0.6898256540298462
185395 alpha 350.15771484375 73.29154968261719 228.39901733398438 514.294189453125
185395 beta 0.5309538841247559 0.003028957638889551 0.5250439643859863 0.5369128584861755
185396 alpha 244.7041778564453 41.52605056762695 173.40130615234375 335.66064453125
185396 beta 0.5290037989616394 0.0030780311208218336 0.522999107837677 0.5350592732429504
185397 alpha 269.5263977050781 54.29127883911133 178.73410034179688 390.5907897949219
185397 beta 0.4482659697532654 0.003268573433160782 0.4418909251689911 0.45470884442329407
185398 alpha 94.67119598388672 17.20936393737793 65.4157943725586 132.62771606445312
185398 beta 0.24417999386787415 0.0024966916535049677 0.2393241673707962 0.24910832941532135
185399 alpha 109.33113861083984 16.953712463378906 79.86812591552734 146.1486053466797
185399 beta 0.4033243656158447 0.0029866781551390886 0.39750245213508606 0.40920910239219666
185400 alpha 68.65081787109375 9.218005180358887 52.35783004760742 88.41978454589844
185400 beta 0.3628912568092346 0.004372755531221628 0.3543963134288788 0.3715358376502991
185401 alpha 289.59454345703125 59.19855880737305 190.84335327148438 421.8177490234375
185401 beta 0.5065499544143677 0.0032859784550964832 0.5001360774040222 0.5130245089530945
185402 alpha 276.3056335449219 58.13179016113281 179.8193359375 406.56793212890625
185402 beta 0.4478955864906311 0.002753350418061018 0.442523717880249 0.4533155560493469
185403 alpha 264.00958251953125 53.04148483276367 175.26829528808594 382.2529602050781
185403 beta 0.39951416850090027 0.0026280919555574656 0.39438506960868835 0.40469247102737427
185404 alpha 284.2182922363281 67.04192352294922 175.3165283203125 436.4808044433594
185404 beta 0.3552129864692688 0.002317277016118169 0.35069191455841064 0.35977694392204285
185405 alpha 91.85171508789062 14.905719757080078 66.1007308959961 124.35953521728516
185405 beta 0.28934308886528015 0.0027249257545918226 0.2840402126312256 0.29471883177757263
185406 alpha 448.9716796875 111.03864288330078 270.3503112792969 702.6317749023438
185406 beta 0.466064453125 0.0026587797328829765 0.4608759880065918 0.4712960124015808
185407 alpha 450.9023742675781 108.105224609375 275.8752746582031 696.91455078125
185407 beta 0.42838647961616516 0.0026990624610334635 0.42311859130859375 0.4337027370929718
185408 alpha 160.33590698242188 28.680557250976562 111.46220397949219 223.4886016845703
185408 beta 0.31519898772239685 0.0026612794026732445 0.310016006231308 0.3204457759857178
185409 alpha 148.07484436035156 29.23972511291504 99.01398468017578 213.13446044921875
185409 beta 0.2645163834095001 0.002242674818262458 0.2601478397846222 0.26893895864486694
185410 alpha 200.55133056640625 53.41790771484375 116.00950622558594 323.7354736328125
185410 beta 0.20117667317390442 0.0019324271706864238 0.19741509854793549 0.20499101281166077
185411 alpha 460.86328125 110.41268920898438 282.0736083984375 712.10400390625
185411 beta 0.38454434275627136 0.0022453523706644773 0.38016223907470703 0.3889636993408203
185412 alpha 519.2117309570312 126.11495208740234 315.5718688964844 806.6683349609375
185412 beta 0.35680916905403137 0.0021968712098896503 0.35252106189727783 0.36113572120666504
185413 alpha 390.40924072265625 86.28202056884766 248.4757080078125 584.8517456054688
185413 beta 0.45229482650756836 0.0028879502788186073 0.4466596245765686 0.45798248052597046
185414 alpha 331.9432678222656 79.38387298583984 203.35113525390625 512.5393676757812
185414 beta 0.4033699333667755 0.0025414449628442526 0.39840877056121826 0.40837669372558594
185415 alpha 271.5376281738281 45.08991622924805 193.8822479248047 370.09130859375
185415 beta 0.5391324162483215 0.003180840751156211 0.5329296588897705 0.545388400554657
185416 alpha 205.6032257080078 35.30202865600586 145.0874786376953 283.01641845703125
185416 beta 0.5100674033164978 0.003433004952967167 0.5033696889877319 0.5168308019638062
185417 alpha 409.8621826171875 80.88304901123047 274.13580322265625 589.8175048828125
185417 beta 0.7113869190216064 0.003781247418373823 0.7040039300918579 0.7188270092010498
185418 alpha 376.071044921875 80.93817901611328 242.2765655517578 557.9095458984375
185418 beta 0.6064070463180542 0.003440338419750333 0.5996896028518677 0.6131799817085266
185419 alpha 179.6626739501953 31.560853958129883 125.73745727539062 249.02999877929688
185419 beta 0.35948675870895386 0.0028112316504120827 0.35400623083114624 0.3650297522544861
185420 alpha 302.52587890625 69.91667938232422 188.49327087402344 460.92572021484375
185420 beta 0.38846948742866516 0.002473155502229929 0.38364747166633606 0.39333614706993103
185421 alpha 311.8174133300781 64.09159088134766 205.0046844482422 455.05706787109375
185421 beta 0.4024662971496582 0.0025885067880153656 0.3974168002605438 0.40756309032440186
185422 alpha 272.4490051269531 55.78203201293945 179.42227172851562 397.063232421875
185422 beta 0.4197796583175659 0.0029095711652189493 0.4141089916229248 0.4255075454711914
185423 alpha 266.0768127441406 50.58106994628906 180.68374633789062 378.1614990234375
185423 beta 0.47467610239982605 0.0029363303910940886 0.4689492881298065 0.4804544448852539
185424 alpha 133.80809020996094 26.83018684387207 88.90483093261719 193.60667419433594
185424 beta 0.29657602310180664 0.002493552165105939 0.2917199730873108 0.3014916181564331
185425 alpha 287.3537902832031 67.12007904052734 178.11158752441406 439.6129150390625
185425 beta 0.31610745191574097 0.0022473603021353483 0.3117254078388214 0.32053491473197937
185426 alpha 273.8470764160156 63.4583625793457 170.4022979736328 417.6617126464844
185426 beta 0.36858072876930237 0.0026235065888613462 0.3634650707244873 0.3737494945526123
185427 alpha 214.9969940185547 42.41456985473633 143.8192596435547 309.361328125
185427 beta 0.5103793144226074 0.0032301133032888174 0.5040764212608337 0.5167403221130371
185428 alpha 225.3685302734375 44.171016693115234 151.16342163085938 323.57080078125
185428 beta 0.5102016925811768 0.0032048735301941633 0.5039471387863159 0.516513466835022
185429 alpha 147.62864685058594 27.46950912475586 101.09765625 208.36196899414062
185429 beta 0.6959595680236816 0.005148081108927727 0.6859238743782043 0.7061034440994263
185430 alpha 172.09866333007812 27.966495513916016 123.79280090332031 233.09866333007812
185430 beta 0.6854451298713684 0.005244070198386908 0.6752241849899292 0.6957800984382629
185431 alpha 166.04454040527344 28.5363712310791 117.1331558227539 228.62718200683594
185431 beta 0.5606103539466858 0.004588643554598093 0.5516723394393921 0.5696549415588379
185432 alpha 265.31512451171875 59.00883865356445 168.361328125 398.3944091796875
185432 beta 0.34422847628593445 0.002347113797441125 0.33965355157852173 0.348848819732666
185433 alpha 217.64825439453125 49.56405258178711 136.57806396484375 329.74017333984375
185433 beta 0.3019562065601349 0.002189365681260824 0.2976866066455841 0.30627089738845825
185434 alpha 157.1329345703125 32.30025100708008 103.30332946777344 229.32225036621094
185434 beta 0.2656039893627167 0.002140858443453908 0.26143091917037964 0.26982611417770386
185435 alpha 184.51531982421875 29.144493103027344 133.9861602783203 247.91485595703125
185435 beta 0.49619585275650024 0.0035360059700906277 0.48930445313453674 0.5031587481498718
185436 alpha 107.75916290283203 19.252456665039062 74.9457015991211 150.14657592773438
185436 beta 0.28234413266181946 0.002878671046346426 0.27674391865730286 0.28802773356437683
185437 alpha 367.02459716796875 85.14778137207031 228.25465393066406 560.0199584960938
185437 beta 0.3889812231063843 0.00239495444111526 0.3843070864677429 0.39369726181030273
185438 alpha 362.7832336425781 87.76624298095703 220.94830322265625 562.7321166992188
185438 beta 0.44108712673187256 0.0027285502292215824 0.4357645511627197 0.4464576244354248
185439 alpha 377.72265625 86.87803649902344 235.89370727539062 574.4363403320312
185439 beta 0.451646089553833 0.0023904917761683464 0.4469791650772095 0.4563489854335785
185440 alpha 177.33616638183594 34.70954895019531 119.01286315917969 254.4918975830078
185440 beta 0.3333989381790161 0.00261736661195755 0.32829970121383667 0.33855658769607544
185441 alpha 181.55690002441406 36.64165115356445 120.30021667480469 263.28155517578125
185441 beta 0.36843693256378174 0.002695512492209673 0.36318331956863403 0.37374651432037354
185442 alpha 206.04339599609375 41.71260452270508 136.3458251953125 299.11029052734375
185442 beta 0.36922603845596313 0.00269224657677114 0.3639768362045288 0.3745310306549072
185443 alpha 144.83718872070312 31.645423889160156 92.66993713378906 216.0570831298828
185443 beta 0.20659485459327698 0.0019417068688198924 0.20281411707401276 0.21042746305465698
185444 alpha 194.761962890625 44.21993637084961 122.39130401611328 294.7323303222656
185444 beta 0.26500630378723145 0.0019962491933256388 0.2611144781112671 0.26894089579582214
185445 alpha 111.29007720947266 19.280363082885742 78.28132629394531 153.60733032226562
185445 beta 0.2325788140296936 0.002241268754005432 0.22821781039237976 0.23700116574764252
185446 alpha 117.34945678710938 18.608858108520508 85.10296630859375 157.84523010253906
185446 beta 0.28900015354156494 0.0025419993326067924 0.28405115008354187 0.2940126359462738
185447 alpha 125.14612579345703 22.347360610961914 87.054931640625 174.34490966796875
185447 beta 0.43948113918304443 0.003698183922097087 0.43227705359458923 0.4467736482620239
185448 alpha 273.10546875 46.06901168823242 193.935791015625 373.95330810546875
185448 beta 0.7580821514129639 0.004449592903256416 0.7493938207626343 0.7668447494506836
185449 alpha 329.5426025390625 52.6934928894043 238.3313446044922 444.3012390136719
185449 beta 0.8127464056015015 0.004653465002775192 0.8036695718765259 0.8218988180160522
185450 alpha 147.14659118652344 22.52592658996582 107.93637084960938 196.00732421875
185450 beta 0.6794294714927673 0.004909491166472435 0.6698607802391052 0.6890988349914551
185451 alpha 169.48910522460938 38.445106506347656 106.55802917480469 256.39410400390625
185451 beta 0.24950404465198517 0.0025627384893596172 0.24451984465122223 0.25456300377845764
185452 alpha 271.4414367675781 88.16265869140625 138.78257751464844 480.24407958984375
185452 beta 0.16264934837818146 0.0015204052906483412 0.15969029068946838 0.16564877331256866
185453 alpha 185.17742919921875 41.573612213134766 116.99137878417969 279.0397644042969
185453 beta 0.1899193376302719 0.0016075388994067907 0.18678675591945648 0.19309060275554657
185454 alpha 431.3076171875 107.01414489746094 259.27728271484375 675.8722534179688
185454 beta 0.49944260716438293 0.002742842771112919 0.4940875768661499 0.5048404932022095
185455 alpha 428.7769775390625 97.13643646240234 269.7351989746094 648.320556640625
185455 beta 0.5238702893257141 0.0030157906003296375 0.5179869532585144 0.5298028588294983
185456 alpha 165.33726501464844 32.164676666259766 111.23648834228516 236.78884887695312
185456 beta 0.3980529010295868 0.0030853974167257547 0.3920400142669678 0.40413373708724976
185457 alpha 256.248291015625 51.998451232910156 169.39892578125 372.2945556640625
185457 beta 0.43884676694869995 0.0029341585468500853 0.433123916387558 0.4446254074573517
185458 alpha 168.35137939453125 42.55812454223633 100.2099380493164 265.83966064453125
185458 beta 0.2293517291545868 0.0018005381571128964 0.2258431762456894 0.2329004555940628
185459 alpha 303.07757568359375 62.636661529541016 198.788330078125 443.1514892578125
185459 beta 0.4409256875514984 0.0026014281902462244 0.4358478784561157 0.4460471272468567
185460 alpha 245.82785034179688 44.467376708984375 170.1785888671875 343.8541564941406
185460 beta 0.5044591426849365 0.0035438977647572756 0.4975500702857971 0.5114388465881348
185461 alpha 210.623046875 31.50766372680664 155.6217803955078 278.82391357421875
185461 beta 0.5769641399383545 0.003784926375374198 0.5695834159851074 0.5844152569770813
185462 alpha 276.9251708984375 69.10196685791016 165.97486877441406 434.9599609375
185462 beta 0.277622789144516 0.0020647579804062843 0.2735973596572876 0.28169184923171997
185463 alpha 208.61785888671875 43.083675384521484 136.87509155273438 304.9577941894531
185463 beta 0.31544971466064453 0.0024402651470154524 0.3106929659843445 0.32026010751724243
185464 alpha 175.7647705078125 32.50956344604492 120.64535522460938 247.5963592529297
185464 beta 0.32864701747894287 0.0027562000323086977 0.32327818870544434 0.3340814709663391
185465 alpha 196.48260498046875 33.540992736816406 138.93844604492188 269.9919128417969
185465 beta 0.3959723711013794 0.0026368864346295595 0.3908289670944214 0.4011656939983368
185466 alpha 255.6134490966797 76.67810821533203 137.7250213623047 435.2450256347656
185466 beta 0.19260185956954956 0.0016967037227004766 0.18929648399353027 0.1959497332572937
185467 alpha 203.69789123535156 38.680755615234375 138.38424682617188 289.4022521972656
185467 beta 0.44964879751205444 0.0033657154999673367 0.44308680295944214 0.4562824070453644
185468 alpha 285.4930725097656 52.228851318359375 196.791259765625 400.7637023925781
185468 beta 0.508521556854248 0.0027760956436395645 0.503096878528595 0.5139894485473633
185469 alpha 268.5670471191406 46.103668212890625 189.53253173828125 369.66497802734375
185469 beta 0.575889527797699 0.0038039495702832937 0.5684665441513062 0.5833839178085327
185470 alpha 167.05877685546875 28.44156265258789 118.24491119384766 229.37550354003906
185470 beta 0.42274168133735657 0.003247376997023821 0.4164125323295593 0.42914170026779175
185471 alpha 113.1691665649414 18.475563049316406 81.27655792236328 153.48556518554688
185471 beta 0.42280086874961853 0.003968378994613886 0.41507425904273987 0.4306333661079407
185472 alpha 356.30523681640625 74.66600799560547 232.28878784179688 523.541748046875
185472 beta 0.49533626437187195 0.003030539955943823 0.4894227087497711 0.5013025403022766
185473 alpha 412.1614990234375 94.10488891601562 258.3150939941406 625.0513305664062
185473 beta 0.5101352334022522 0.003020049538463354 0.5042378306388855 0.5160835981369019
185474 alpha 333.08660888671875 107.24745178222656 171.315673828125 586.7828369140625
185474 beta 0.18281219899654388 0.0015227257972583175 0.17984539270401 0.18581506609916687
185475 alpha 153.56236267089844 28.712772369384766 104.96199035644531 217.07684326171875
185475 beta 0.2909438908100128 0.0025412901304662228 0.2859956622123718 0.2959551215171814
185476 alpha 138.1962432861328 24.572322845458984 96.28607177734375 192.2698211669922
185476 beta 0.2782423794269562 0.002248892094939947 0.27386003732681274 0.2826763987541199
185477 alpha 175.97299194335938 31.941200256347656 121.66175842285156 246.4110107421875
185477 beta 0.46979275345802307 0.003308323910459876 0.4633439779281616 0.4763076901435852
185478 alpha 161.2587432861328 25.189048767089844 117.52472686767578 215.9972381591797
185478 beta 0.509279727935791 0.0034186712000519037 0.5026136040687561 0.5160110592842102
185479 alpha 185.99449157714844 40.78030014038086 118.81196594238281 277.8103942871094
185479 beta 0.2490067332983017 0.0019586181733757257 0.24519045650959015 0.2528667747974396
185480 alpha 227.6240234375 42.635414123535156 155.47744750976562 321.9537353515625
185480 beta 0.3988695740699768 0.0029083951376378536 0.3931962549686432 0.4046032726764679
185481 alpha 217.51368713378906 45.272335052490234 142.2288055419922 318.836669921875
185481 beta 0.5004705190658569 0.003793648211285472 0.4930785000324249 0.5079441070556641
185482 alpha 194.81072998046875 34.706783294677734 135.63253784179688 271.2013244628906
185482 beta 0.44681382179260254 0.0028654392808675766 0.4412230849266052 0.4524568021297455
185483 alpha 247.49990844726562 50.51266098022461 163.21478271484375 360.3024597167969
185483 beta 0.28044354915618896 0.0021125352941453457 0.2763252258300781 0.2846071124076843
185484 alpha 117.37419128417969 24.88010597229004 76.133544921875 173.17333984375
185484 beta 0.2181614637374878 0.0024407748132944107 0.21341542899608612 0.2229851335287094
185485 alpha 290.21234130859375 57.0355224609375 194.4384002685547 417.05291748046875
185485 beta 0.5242437124252319 0.0031035731080919504 0.518186092376709 0.5303536057472229
185486 alpha 490.8276672363281 101.74207305908203 321.5165100097656 718.4290161132812
185486 beta 0.5645099878311157 0.0031907593365758657 0.558283269405365 0.5707878470420837
185487 alpha 132.75013732910156 21.53877830505371 95.53904724121094 179.72325134277344
185487 beta 0.39470016956329346 0.0028812179807573557 0.3890824615955353 0.40037763118743896
185488 alpha 245.9173126220703 54.227210998535156 156.67654418945312 368.09002685546875
185488 beta 0.30295082926750183 0.002479678252711892 0.2981186807155609 0.3078406751155853
185489 alpha 185.2460479736328 34.84904098510742 126.31544494628906 262.38397216796875
185489 beta 0.31188368797302246 0.0023616754915565252 0.307280033826828 0.31653809547424316
185490 alpha 214.1881103515625 37.55004119873047 150.01095581054688 296.7023620605469
185490 beta 0.4538593888282776 0.002829340286552906 0.44833821058273315 0.4594307243824005
185491 alpha 184.06161499023438 34.87666320800781 125.15119934082031 261.31951904296875
185491 beta 0.40796416997909546 0.003276239847764373 0.40158018469810486 0.4144228994846344
185492 alpha 245.70831298828125 47.93686294555664 165.11634826660156 352.229736328125
185492 beta 0.396970272064209 0.002788773039355874 0.3915310502052307 0.40246516466140747
185493 alpha 206.21817016601562 34.83559036254883 146.36500549316406 282.48614501953125
185493 beta 0.5783647298812866 0.003958704881370068 0.570641040802002 0.5861654281616211
185494 alpha 192.6956024169922 32.33728790283203 137.08404541015625 263.4480895996094
185494 beta 0.6655417680740356 0.004770555999130011 0.6562421321868896 0.6749385595321655
185495 alpha 128.1221923828125 16.949745178222656 98.11526489257812 164.428466796875
185495 beta 0.6126838326454163 0.004791264422237873 0.6033495664596558 0.6221244931221008
185496 alpha 188.91078186035156 28.864469528198242 138.65524291992188 251.50958251953125
185496 beta 0.650172233581543 0.005133745260536671 0.6401694416999817 0.6602902412414551
185497 alpha 173.43191528320312 26.600543975830078 127.14022827148438 231.1407928466797
185497 beta 0.7312555313110352 0.005223313812166452 0.7210687398910522 0.7415485382080078
185498 alpha 151.48489379882812 23.138092041015625 111.19783020019531 201.66323852539062
185498 beta 0.6068697571754456 0.004561836365610361 0.5979741215705872 0.6158628463745117
185499 alpha 272.7985534667969 49.27814483642578 188.94772338867188 381.4148864746094
185499 beta 0.5355743765830994 0.003394609084352851 0.5289546251296997 0.5422552227973938
185500 alpha 296.7752380371094 54.5943603515625 204.13438415527344 417.33599853515625
185500 beta 0.6470800638198853 0.0036846608854830265 0.6398923397064209 0.654327392578125
185501 alpha 429.295166015625 95.02740478515625 273.02227783203125 643.4857177734375
185501 beta 0.47447049617767334 0.00276072695851326 0.4690791070461273 0.4799076318740845
185502 alpha 479.6886291503906 93.50953674316406 322.4585876464844 687.4600830078125
185502 beta 0.6074058413505554 0.003282593097537756 0.6009915471076965 0.6138706207275391
185503 alpha 411.8025817871094 78.00601196289062 280.0357360839844 584.5938720703125
185503 beta 0.6082806587219238 0.003021650481969118 0.6023774147033691 0.6142265796661377
185504 alpha 358.3392639160156 73.11677551269531 236.3322296142578 521.6157836914062
185504 beta 0.4506142735481262 0.0026767379604279995 0.4453897178173065 0.45588400959968567
185505 alpha 368.46636962890625 77.95022583007812 239.2123565673828 543.2474975585938
185505 beta 0.5076441764831543 0.002869339194148779 0.5020458102226257 0.513288676738739
185506 alpha 107.62435913085938 13.913803100585938 82.93209838867188 137.3724822998047
185506 beta 0.8772820830345154 0.006973201874643564 0.8636926412582397 0.8910290002822876
185507 alpha 103.83020782470703 12.090624809265137 82.15110778808594 129.4746856689453
185507 beta 1.0593422651290894 0.007937830872833729 1.0438731908798218 1.07498037815094
185508 alpha 269.6073913574219 39.19285583496094 200.95462036132812 354.228515625
185508 beta 1.0414708852767944 0.006112953647971153 1.0295472145080566 1.0534964799880981
185509 alpha 240.3897705078125 55.891380310058594 149.33985900878906 367.1063537597656
185509 beta 0.33107635378837585 0.002317416714504361 0.3265559673309326 0.33564281463623047
185510 alpha 219.94149780273438 47.298675537109375 141.74349975585938 326.1946105957031
185510 beta 0.3793770372867584 0.0025399199221283197 0.37442392110824585 0.38437846302986145
185511 alpha 257.0311279296875 61.94324493408203 156.84825134277344 398.08319091796875
185511 beta 0.299209862947464 0.0021422256249934435 0.29503417015075684 0.30342909693717957
185512 alpha 232.21115112304688 57.748043060302734 139.4237823486328 364.2236328125
185512 beta 0.3215334117412567 0.0023047286085784435 0.31703755259513855 0.3260762393474579
251 rows