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results/rung_summary.csv

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+set,substrate,rung,n_pairs,mean_nll,mean_dfloor,median_dfloor,min_dfloor,n_better_than_naive,mean_pct_of_naive_dfloor_removed
+SET1,pythia-14m,M0_naive_avg,36,36.804662797505806,32.42936592077167,30.89092774711554,23.07332882318167,0,0.0
+SET1,pythia-14m,M1_perm_avg,36,13.981806807667654,9.606509930933525,9.013597820602984,5.265685358314988,36,69.89029608925408
+SET1,pythia-14m,M1_orth_avg,36,20.382548275327068,16.007251398592935,14.072311889091038,6.626605467475946,35,50.49025576333506
+SET1,pythia-14m,M2_task_arith,36,151.17040955461334,146.7951126778792,141.84778628315087,93.41414993196551,0,-358.6375460609454
+SET1,pythia-14m,M3_ties,36,245.89564930329055,241.52035242655646,236.10943750828136,126.48044581702543,0,-651.1617443438371
+SET1,pythia-70m,M0_naive_avg,13,22.296149818182673,18.69052779579421,18.41702395922517,13.878038858014309,0,0.0
+SET1,pythia-70m,M1_perm_avg,13,18.580185145547947,14.974563123159486,15.42764033387863,8.294139526128301,8,19.80872710722187
+SET1,pythia-70m,M1_orth_avg,13,14.097446741596729,10.491824719208267,10.5239327089194,6.302425177985364,13,42.59679868101146
+SET1,pythia-70m,M2_task_arith,13,83.8749151283933,80.26929310600484,80.48418922698039,45.13919447608346,0,-331.8290850451686
+SET1,pythia-70m,M3_ties,13,147.020624388454,143.41500236606555,138.19431897665424,121.08971403536265,0,-687.3840594496162
+SET1,pythia-160m,M0_naive_avg,4,11.338202370122922,8.077953779067546,8.09432708680513,7.678118741209026,0,0.0
+SET1,pythia-160m,M1_perm_avg,4,9.696155167372492,6.435906576317117,6.27893986114084,6.055154042701198,4,20.108392316346787
+SET1,pythia-160m,M1_orth_avg,4,9.275996557187195,6.015747966131818,6.163168830647628,5.350395426591548,4,25.413910846562192
+SET1,pythia-160m,M2_task_arith,4,31.196807682164263,27.936559091108883,27.654074652087665,22.301114017016268,0,-245.34672529376334
+SET1,pythia-160m,M3_ties,4,59.34213179198263,56.08188320092726,56.34165372307287,50.63975605526082,0,-596.605505827587
+SET4,goldfish eng-nld_Latn,M0_naive_avg,1,1.6997519931043927,1.6892323678609804,1.6892323678609804,1.6892323678609804,0,0.0
+SET4,goldfish eng-nld_Latn,M1a_vocab_avg,1,1.866523052069927,1.7633057297477746,1.7633057297477746,1.7633057297477746,0,-4.385030934529799
+SET4,goldfish eng-nld_Latn,M1b_vocab_perm_avg,1,1.8689461892935666,1.7661259814597123,1.7661259814597123,1.7661259814597123,0,-4.551985568219941
+SET4,goldfish eng-nld_Latn,M1c_vocab_orth_avg,1,1.8689461892935666,1.7661259814597123,1.7661259814597123,1.7661259814597123,0,-4.551985568219941
+SET4,goldfish eng-nld_Latn,M1d_vocab_perm_forced,1,1.9779142583272047,2.0035266290239555,2.0035266290239555,2.0035266290239555,0,-18.60574466501348
+SET4,goldfish eng-nld_Latn,M1e_vocab_orth_forced,1,1.8006385391290525,1.6005122502718039,1.6005122502718039,1.6005122502718039,1,5.2520967083717345
+SET4,goldfish eng-nld_Latn,M1f_perm_novocab,1,1.7019167605105106,1.6911002425991841,1.6911002425991841,1.6911002425991841,0,-0.11057535799938734