Upload results/ralph26_poc_correlated_pfams.tsv with huggingface_hub
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results/ralph26_poc_correlated_pfams.tsv
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# Provenance:
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# Script: /media/drn2/External/TARA-Oceans/03_analyses/WorldModelApp/scripts/ralph26_task2_poc_correlated_pfams_20260212_150000.py
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# Input: /media/drn2/External/TARA-Oceans/03_analyses/env_pfam_manifold/reports/top_correlations_20260113_210256.csv
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# Date: 20260212_105653
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# Method: Ranked PFAM domains by |Spearman rho| with POC (poc_mean_mg_m3)
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# Filtered to PFAMs present in AlgaGPT dataset (20318 columns)
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# LEAKAGE NOTE: Correlations computed on overlapping samples - treat as upper bound
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# Integrity Check: PASSED - Real data only
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pfam rho pvalue qvalue abs_rho rank in_top20 in_top50
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PF20209.3 -0.329226974563085 5.382054856210939e-53 2.4307653114848497e-50 0.329226974563085 1 True True
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| 11 |
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PF00665.32 -0.3243850332612616 2.052471565173517e-51 7.641706313530452e-49 0.3243850332612616 2 True True
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| 12 |
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PF01609.27 -0.307176820836489 5.036855008959133e-46 1.0516025101151404e-43 0.307176820836489 3 True True
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| 13 |
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PF13245.12 -0.3001940532685663 6.14868294760268e-44 1.0447435067065609e-41 0.3001940532685663 4 True True
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| 14 |
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PF05380.18 -0.2982575916216177 2.276895850904895e-43 3.678523268503117e-41 0.2982575916216177 5 True True
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| 15 |
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PF00075.30 -0.2973906071023257 4.078348049020933e-43 6.388666595789312e-41 0.2973906071023257 6 True True
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| 16 |
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PF03050.20 -0.2965185156749468 7.315382972320963e-43 1.1102149576053112e-40 0.2965185156749468 7 True True
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| 17 |
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PF13604.12 -0.2923368174105772 1.171596660450238e-41 1.585794087432069e-39 0.2923368174105772 8 True True
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| 18 |
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PF01315.27 -0.2902947633895207 4.4635772237435837e-41 5.7205170878807575e-39 0.2902947633895207 9 True True
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| 19 |
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PF14214.11 -0.2848988336419367 1.4512675126569108e-39 1.6062078876081891e-37 0.2848988336419367 10 True True
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PF00692.24 -0.2831005639878958 4.553207013298401e-39 4.820128001158133e-37 0.2831005639878958 11 True True
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| 21 |
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PF17921.7 -0.2812333154715868 1.4793442529589636e-38 1.500789320554926e-36 0.2812333154715868 12 True True
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| 22 |
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PF04389.22 -0.2772173709808439 1.8089439001474744e-37 1.6424585762250933e-35 0.2772173709808439 13 True True
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| 23 |
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PF02738.23 -0.275220471654352 6.185653724951334e-37 5.343201431238277e-35 0.275220471654352 14 True True
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| 24 |
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PF05970.20 -0.2737587438253354 1.5115663518359012e-36 1.2522038606308782e-34 0.2737587438253354 15 True True
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| 25 |
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PF18701.6 -0.2674572450592261 6.686032985859985e-35 4.761484385075082e-33 0.2674572450592261 16 True True
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| 26 |
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PF22483.2 -0.2656774733497306 1.9145218199610806e-34 1.3034020914470078e-32 0.2656774733497306 17 True True
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| 27 |
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PF02412.23 -0.2651566086003423 2.600856340482826e-34 1.7432559674158178e-32 0.2651566086003423 18 True True
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| 28 |
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PF00589.27 -0.2648088959479246 3.1898845584393252e-34 2.118979771274014e-32 0.2648088959479246 19 True True
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| 29 |
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PF00872.24 -0.2629961230167068 9.201287288485623e-34 5.870091334667723e-32 0.2629961230167068 20 True True
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| 30 |
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PF01019.26 -0.2610171185183144 2.8974645565112238e-33 1.7638164508251838e-31 0.2610171185183144 21 False True
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| 31 |
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PF17917.7 -0.2602366851253405 4.5425834318061526e-33 2.7069719123800457e-31 0.2602366851253405 22 False True
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| 32 |
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PF05960.17 -0.259844800423807 5.690011873721386e-33 3.355740994119157e-31 0.259844800423807 23 False True
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| 33 |
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PF00510.23 -0.2583174988126215 1.3637095245606298e-32 7.7287458125896705e-31 0.2583174988126215 24 False True
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| 34 |
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PF03175.18 -0.2567347047919237 3.3531944319857277e-32 1.8241044611217728e-30 0.2567347047919237 25 False True
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| 35 |
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PF17919.7 -0.2565021190227163 3.825145561367352e-32 2.070556963918404e-30 0.2565021190227163 26 False True
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| 36 |
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PF05598.16 -0.2562569667847533 4.394038844837472e-32 2.3663173009600463e-30 0.2562569667847533 27 False True
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| 37 |
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PF00078.32 -0.2546836431875851 1.0660359258827434e-31 5.550989289497512e-30 0.2546836431875851 28 False True
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| 38 |
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PF00035.32 -0.254188683962891 1.4070537280150778e-31 7.250588408765562e-30 0.254188683962891 29 False True
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| 39 |
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PF13683.12 -0.2526583276060708 3.306262299606366e-31 1.6472154719964573e-29 0.2526583276060708 30 False True
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| 40 |
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PF20256.3 -0.2503664131936393 1.1757181514407041e-30 5.568370638109867e-29 0.2503664131936393 31 False True
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| 41 |
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PF08388.16 -0.2499557756293932 1.4737541943043043e-30 6.920063102859098e-29 0.2499557756293932 32 False True
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| 42 |
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PF13276.12 -0.2498767453010692 1.5391774064472234e-30 7.220810571998774e-29 0.2498767453010692 33 False True
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| 43 |
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PF13620.12 -0.249745582783431 1.6541730333924822e-30 7.7381973102939e-29 0.249745582783431 34 False True
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| 44 |
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PF10142.15 -0.2497160521515046 1.681216755581467e-30 7.859112777967671e-29 0.2497160521515046 35 False True
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| 45 |
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PF24664.1 -0.2486794566191678 2.9665537766079912e-30 1.3582589435709287e-28 0.2486794566191678 36 False True
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| 46 |
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PF12762.13 -0.2466381139479689 9.007105831381054e-30 3.9426674611382154e-28 0.2466381139479689 37 False True
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| 47 |
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PF21530.3 -0.2462130471609856 1.133609904755866e-29 4.915476165036422e-28 0.2462130471609856 38 False True
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| 48 |
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PF13701.12 -0.2452477703263845 1.9079345494421552e-29 8.09673948866915e-28 0.2452477703263845 39 False True
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| 49 |
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PF13358.12 -0.2432453140686726 5.577723216323775e-29 2.272025435843797e-27 0.2432453140686726 40 False True
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| 50 |
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PF01401.24 -0.2430591647054851 6.159581249804912e-29 2.4962733410402715e-27 0.2430591647054851 41 False True
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| 51 |
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PF19028.6 -0.2411589954304508 1.68793141777815e-28 6.609308815008095e-27 0.2411589954304508 42 False True
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| 52 |
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PF14529.12 -0.2409201506369709 1.9147669018131329e-28 7.47191164998505e-27 0.2409201506369709 43 False True
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| 53 |
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PF00346.24 -0.2393419002833816 4.389957089989837e-28 1.6668013301262004e-26 0.2393419002833816 44 False True
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| 54 |
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PF14622.11 -0.238444252953711 7.018470005390004e-28 2.6201490579985724e-26 0.238444252953711 45 False True
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| 55 |
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PF01712.25 -0.2381769477573696 8.067931180371019e-28 2.999581496955593e-26 0.2381769477573696 46 False True
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| 56 |
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PF00732.25 -0.2373328033362082 1.2513838785586068e-27 4.583803801315512e-26 0.2373328033362082 47 False True
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| 57 |
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PF16166.10 0.2368163127831916 1.6355306296142184e-27 5.939610930890785e-26 0.2368163127831916 48 False True
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| 58 |
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PF00280.23 0.236503140830366 1.9231866572802644e-27 6.938253527121344e-26 0.236503140830366 49 False True
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| 59 |
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PF00008.33 -0.2364757392635789 1.9506218178669064e-27 7.033369664708142e-26 0.2364757392635789 50 False True
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| 60 |
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PF01433.26 -0.2357197360030019 2.8812829354537284e-27 1.0259584222184032e-25 0.2357197360030019 51 False False
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| 61 |
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PF00330.25 -0.2352525692670887 3.664163379870369e-27 1.2954234423392142e-25 0.2352525692670887 52 False False
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| 62 |
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PF17171.9 -0.2350928808368926 3.977453675909445e-27 1.4029757963430665e-25 0.2350928808368926 53 False False
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| 63 |
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PF01799.25 -0.2343918601494934 5.6977686282374166e-27 1.984487439438153e-25 0.2343918601494934 54 False False
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| 64 |
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PF13909.12 -0.2342493110497002 6.128923623246496e-27 2.1270456138263545e-25 0.2342493110497002 55 False False
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| 65 |
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PF00116.26 -0.2324228750743707 1.5538517850350783e-26 5.236400830861289e-25 0.2324228750743707 56 False False
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| 66 |
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PF00028.23 -0.2321941387119003 1.7448728256055936e-26 5.856106887734728e-25 0.2321941387119003 57 False False
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| 67 |
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PF13476.12 -0.2320031793704463 1.9220295745696092e-26 6.430151531794187e-25 0.2320031793704463 58 False False
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| 68 |
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PF09735.14 -0.23166598387258 2.279420776538768e-26 7.579499400858625e-25 0.23166598387258 59 False False
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| 69 |
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PF17297.7 -0.2312167112527044 2.8597170869793916e-26 9.435092187963536e-25 0.2312167112527044 60 False False
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| 70 |
+
PF13340.11 -0.2312010551472798 2.882383341024704e-26 9.506295551924587e-25 0.2312010551472798 61 False False
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| 71 |
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PF00090.25 -0.2301991163806282 4.771407139359713e-26 1.5472403096762115e-24 0.2301991163806282 62 False False
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| 72 |
+
PF04960.20 -0.2296116289818636 6.40489081984386e-26 2.057895100037743e-24 0.2296116289818636 63 False False
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| 73 |
+
PF00474.23 -0.2294409221055248 6.975874851267115e-26 2.2350689418633213e-24 0.2294409221055248 64 False False
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| 74 |
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PF13638.12 -0.229011258246789 8.64593391298386e-26 2.75370847525904e-24 0.229011258246789 65 False False
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| 75 |
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PF03450.22 -0.228997225642541 8.706688125738558e-26 2.7709777749589704e-24 0.228997225642541 66 False False
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| 76 |
+
PF01833.30 -0.2266123109589863 2.8427908246103667e-25 8.690912130655763e-24 0.2266123109589863 67 False False
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| 77 |
+
PF02656.20 0.2263920360283056 3.168931523883307e-25 9.658773940652489e-24 0.2263920360283056 68 False False
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| 78 |
+
PF03971.19 -0.2254519562167888 5.030978680474567e-25 1.508237833068913e-23 0.2254519562167888 69 False False
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| 79 |
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PF00941.27 -0.2231488346618058 1.547422340630856e-24 4.479617255163704e-23 0.2231488346618058 70 False False
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| 80 |
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PF00630.25 -0.2230275427464962 1.6411782068379771e-24 4.742673029206281e-23 0.2230275427464962 71 False False
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| 81 |
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PF00530.23 -0.2229416623825063 1.710940902862986e-24 4.938301108630209e-23 0.2229416623825063 72 False False
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| 82 |
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PF07857.17 0.2227077856450389 1.9161596299826804e-24 5.506439878634824e-23 0.2227077856450389 73 False False
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| 83 |
+
PF00413.30 -0.2217142257109943 3.0960316044746403e-24 8.783707322458566e-23 0.2217142257109943 74 False False
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| 84 |
+
PF23744.1 0.2211112466931085 4.137825007246747e-24 1.1630155368956917e-22 0.2211112466931085 75 False False
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| 85 |
+
PF01244.27 -0.2208151108217076 4.769808474115112e-24 1.3352212739850925e-22 0.2208151108217076 76 False False
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| 86 |
+
PF13091.12 -0.2200190960898106 6.982070000700053e-24 1.9306532633116064e-22 0.2200190960898106 77 False False
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| 87 |
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PF00431.26 -0.2199718956413511 7.14128497400333e-24 1.973848163119473e-22 0.2199718956413511 78 False False
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| 88 |
+
PF14216.11 -0.2192004477577396 1.0315685281455537e-23 2.820114165722596e-22 0.2192004477577396 79 False False
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| 89 |
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PF01663.27 -0.219130340989391 1.0665543852951241e-23 2.9130322059552694e-22 0.219130340989391 80 False False
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| 90 |
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PF00124.24 -0.2183279426223855 1.5610313881963112e-23 4.2111541713375497e-22 0.2183279426223855 81 False False
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| 91 |
+
PF14631.11 -0.2179429827230194 1.8730318031644322e-23 5.024366237907847e-22 0.2179429827230194 82 False False
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| 92 |
+
PF00152.25 -0.2179080511014333 1.904225319027408e-23 5.103875297830818e-22 0.2179080511014333 83 False False
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| 93 |
+
PF13688.12 -0.2175996321619206 2.202916652293373e-23 5.876292465549288e-22 0.2175996321619206 84 False False
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| 94 |
+
PF00059.27 -0.2172165207752976 2.639174065681233e-23 6.996699326361131e-22 0.2172165207752976 85 False False
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| 95 |
+
PF03160.20 -0.2166596705526824 3.429711717912941e-23 9.017006434524143e-22 0.2166596705526824 86 False False
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| 96 |
+
PF12907.13 0.2165965014036157 3.533019379006598e-23 9.28118470805675e-22 0.2165965014036157 87 False False
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| 97 |
+
PF01839.29 -0.2163889809260375 3.8945554803523197e-23 1.0194256874561729e-21 0.2163889809260375 88 False False
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| 98 |
+
PF00375.23 -0.2160777628711191 4.506412666676569e-23 1.1743210150807338e-21 0.2160777628711191 89 False False
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| 99 |
+
PF17172.10 -0.2159104532421983 4.873707208095825e-23 1.2666434465999963e-21 0.2159104532421983 90 False False
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| 100 |
+
PF01112.23 -0.2154110265410212 6.155552057383565e-23 1.5870758132374838e-21 0.2154110265410212 91 False False
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| 101 |
+
PF08447.18 -0.2152832050179095 6.534016773663036e-23 1.6813563515007058e-21 0.2152832050179095 92 False False
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| 102 |
+
PF00006.31 -0.214765403558899 8.317342592600652e-23 2.1244421382962173e-21 0.214765403558899 93 False False
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| 103 |
+
PF01797.21 -0.214665066913819 8.714882922655895e-23 2.2227433199278458e-21 0.214665066913819 94 False False
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| 104 |
+
PF13451.12 0.2143233298850299 1.0215190028382048e-22 2.592819611916176e-21 0.2143233298850299 95 False False
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| 105 |
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PF08385.17 -0.2142409728034178 1.0613382387189472e-22 2.6910304241989735e-21 0.2142409728034178 96 False False
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| 106 |
+
PF12872.13 -0.2139817487978011 1.1969656450179129e-22 3.023540280480766e-21 0.2139817487978011 97 False False
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| 107 |
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PF00497.25 -0.2136778970234402 1.377889782541081e-22 3.468555800417721e-21 0.2136778970234402 98 False False
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| 108 |
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PF01087.27 -0.2133122987997278 1.6317229078587641e-22 4.084450592020982e-21 0.2133122987997278 99 False False
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| 109 |
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PF04110.19 0.2132746463895473 1.6603566147037202e-22 4.1525661114610936e-21 0.2132746463895473 100 False False
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