This contains the gendered results for scenario1. Results using the male FLD are on the left of each table and the results created from the female FLD is on the right. At the bottom of each table contains the summed probability of all words of that length and the number words of that length. word prob word prob am 0.007779 am 0.012294 at 0.005563 as 0.010734 ah 0.005237 me 0.010390 ha 0.005237 em 0.010390 as 0.004730 ms 0.007778 mr 0.004439 ha 0.005526 ms 0.003705 ah 0.005526 em 0.003077 re 0.004790 me 0.003077 eh 0.004671 dr 0.002578 he 0.004671 an 0.002247 mr 0.004107 re 0.002242 im 0.004039 or 0.002146 an 0.003635 to 0.002106 is 0.003526 he 0.002071 pa 0.003396 eh 0.002071 eg 0.003096 ho 0.001982 ne 0.003072 oh 0.001982 at 0.002954 so 0.001791 be 0.002698 do 0.001710 hi 0.001816 0.08247 0.1251 47 47 word prob word prob jam 0.001089 ala 0.001435 jar 0.000793 lea 0.001213 raj 0.000793 ale 0.001213 ala 0.000659 sea 0.001182 jab 0.000581 lam 0.001040 aha 0.000522 eel 0.001025 lam 0.000516 lee 0.001025 mac 0.000500 sam 0.001013 cam 0.000500 mas 0.001013 mar 0.000442 see 0.000999 arm 0.000442 all 0.000932 ram 0.000442 las 0.000908 all 0.000439 ass 0.000885 mat 0.000434 ace 0.000881 baa 0.000414 elm 0.000879 ham 0.000409 ems 0.000856 sam 0.000369 ell 0.000788 mas 0.000369 els 0.000767 alt 0.000369 cam 0.000755 car 0.000364 mac 0.000755 0.04779 0.07190 589 589 word prob word prob ajar 0.000079 mama 0.000151 mama 0.000061 lama 0.000135 jarl 0.000053 ease 0.000130 jams 0.000052 alas 0.000118 lama 0.000051 meal 0.000114 jamb 0.000045 male 0.000114 mara 0.000044 lame 0.000114 jars 0.000038 seam 0.000112 taal 0.000037 same 0.000112 adam 0.000035 elal 0.000103 mall 0.000034 seal 0.000100 calm 0.000033 lase 0.000100 clam 0.000033 ales 0.000100 alas 0.000031 sale 0.000100 jack 0.000031 seas 0.000097 marl 0.000029 seem 0.000094 malt 0.000029 mall 0.000088 cram 0.000028 slam 0.000086 call 0.000028 alms 0.000086 jabs 0.000028 else 0.000084 0.008889 0.01907 2294 2294 word prob word prob rajah 0.000004 mamas 0.000012 llama 0.000003 llama 0.000011 alarm 0.000003 lamas 0.000011 mamas 0.000003 lease 0.000011 malta 0.000003 easel 0.000011 madam 0.000003 amass 0.000011 mamba 0.000003 lemma 0.000011 lamas 0.000002 eases 0.000011 major 0.000002 melee 0.000011 accra 0.000002 salsa 0.000010 jambs 0.000002 meals 0.000009 altar 0.000002 salem 0.000009 james 0.000002 males 0.000009 carat 0.000002 seams 0.000009 drama 0.000002 seals 0.000008 cabal 0.000002 sales 0.000008 amass 0.000002 asses 0.000008 atlas 0.000002 cease 0.000008 aroma 0.000002 seems 0.000008 small 0.000002 small 0.000007 0.0007172 0.002118 4266 4266 word prob word prob mammal 3.134e-7 salaam 1.454e-6 salaam 2.433e-7 mammal 1.206e-6 jackal 2.049e-7 sesame 1.011e-6 armada 1.991e-7 allele 9.554e-7 ararat 1.787e-7 llamas 9.443e-7 llamas 1.620e-7 leases 9.068e-7 tarmac 1.580e-7 easels 9.068e-7 jammed 1.518e-7 lemmas 8.904e-7 sahara 1.404e-7 lessee 7.664e-7 alarms 1.388e-7 masses 7.575e-7 madams 1.301e-7 lasses 6.788e-7 mambas 1.197e-7 assess 6.614e-7 scalar 1.142e-7 ceases 6.587e-7 sacral 1.142e-7 messes 6.401e-7 rascal 1.142e-7 alaska 6.303e-7 jetsam 1.137e-7 smalls 5.974e-7 chacha 1.130e-7 camels 5.797e-7 camera 1.116e-7 mealie 5.392e-7 majors 1.109e-7 miasma 5.330e-7 amoral 1.103e-7 scales 5.061e-7 5.0354e-5 0.0001829 6936 6936 word prob word prob alabama 2.129e-8 mammals 9.944e-8 mahatma 1.768e-8 amasses 9.866e-8 caracal 1.540e-8 measles 8.559e-8 jakarta 1.521e-8 alleles 7.873e-8 mammals 1.487e-8 marsala 6.326e-8 marsala 1.384e-8 lessees 6.316e-8 mascara 1.339e-8 alabama 5.633e-8 cascara 1.102e-8 release 5.270e-8 jamaica 1.025e-8 seamail 5.258e-8 jackals 9.726e-9 malaise 5.258e-8 abraham 9.623e-9 amalgam 4.683e-8 armadas 9.453e-9 mascara 4.595e-8 tramcar 8.987e-9 aliases 4.591e-8 mallard 8.800e-9 mealies 4.444e-8 amalgam 8.664e-9 siamese 4.329e-8 bahamas 8.031e-9 classes 4.171e-8 almanac 7.424e-9 caramel 3.986e-8 caramel 7.406e-9 sealers 3.945e-8 marshal 7.296e-9 salamis 3.936e-8 jackass 6.956e-9 cameras 3.883e-8 2.7493e-6 1.3193e-5 9203 9203 word prob word prob caracals 7.312e-10 seamless 7.053e-9 cataract 7.232e-10 mammalia 6.726e-9 baccarat 5.400e-10 assesses 6.000e-9 alacarte 5.278e-10 massless 5.280e-9 catcalls 4.778e-10 releases 4.343e-9 mammalia 4.610e-10 amalgams 3.859e-9 tramcars 4.265e-10 accesses 3.335e-9 mallards 4.176e-10 caramels 3.285e-9 amalgams 4.112e-10 massacre 3.200e-9 maltreat 3.592e-10 reassess 3.167e-9 hallmark 3.528e-10 saleable 2.971e-9 almanacs 3.524e-10 legalese 2.881e-9 caramels 3.515e-10 salesman 2.826e-9 marshals 3.463e-10 malarial 2.778e-9 drachmas 3.200e-10 massages 2.774e-9 meatball 3.130e-10 caracals 2.530e-9 charcoal 3.064e-10 almanacs 2.493e-9 callable 3.062e-10 rescales 2.424e-9 balmoral 3.053e-10 careless 2.424e-9 sarcasms 3.027e-10 sarcasms 2.396e-9 1.155e-7 7.389e-7 9396 9396 word prob unordered_prob word prob unordered_prob am 0.007779 0.015559 am 0.012294 0.024588 at 0.005563 0.011125 as 0.010734 0.021469 ah 0.005237 0.010474 me 0.010390 0.020780 ha 0.005237 0.010474 em 0.010390 0.020780 as 0.004730 0.009461 ms 0.007778 0.015557 mr 0.004439 0.008878 ha 0.005526 0.011053 ms 0.003705 0.007409 ah 0.005526 0.011053 em 0.003077 0.006154 re 0.004790 0.009579 me 0.003077 0.006154 eh 0.004671 0.009341 dr 0.002578 0.005155 he 0.004671 0.009341 an 0.002247 0.004494 mr 0.004107 0.008213 re 0.002242 0.004484 im 0.004039 0.008078 or 0.002146 0.004291 lea 0.001213 0.007278 to 0.002106 0.004211 ale 0.001213 0.007278 he 0.002071 0.004142 an 0.003635 0.007271 eh 0.002071 0.004142 sea 0.001182 0.007090 ho 0.001982 0.003965 is 0.003526 0.007053 oh 0.001982 0.003965 pa 0.003396 0.006791 so 0.001791 0.003581 lam 0.001040 0.006240 do 0.001710 0.003420 eg 0.003096 0.006191 word prob unordered_prob word prob unordered_prob jam 0.001089 0.006534 lea 0.001213 0.007278 jar 0.000793 0.004761 ale 0.001213 0.007278 raj 0.000793 0.004761 sea 0.001182 0.007090 jab 0.000581 0.003489 lam 0.001040 0.006240 lam 0.000516 0.003097 sam 0.001013 0.006079 mac 0.000500 0.002997 mas 0.001013 0.006079 cam 0.000500 0.002997 las 0.000908 0.005448 ram 0.000442 0.002654 ace 0.000881 0.005286 mar 0.000442 0.002654 elm 0.000879 0.005273 arm 0.000442 0.002654 ems 0.000856 0.005138 mat 0.000434 0.002605 els 0.000767 0.004605 ham 0.000409 0.002452 cam 0.000755 0.004532 sam 0.000369 0.002215 mac 0.000755 0.004532 mas 0.000369 0.002215 ala 0.001435 0.004306 alt 0.000369 0.002215 sac 0.000660 0.003957 arc 0.000364 0.002184 are 0.000624 0.003743 car 0.000364 0.002184 ear 0.000624 0.003743 cat 0.000357 0.002143 era 0.000624 0.003743 act 0.000357 0.002143 sec 0.000557 0.003345 dam 0.000353 0.002116 ram 0.000535 0.003209 word prob unordered_prob word prob unordered_prob jarl 0.000053 0.001264 meal 0.000114 0.002748 jams 0.000052 0.001240 male 0.000114 0.002748 jamb 0.000045 0.001089 lame 0.000114 0.002748 ajar 0.000079 0.000949 same 0.000112 0.002677 jars 0.000038 0.000904 seam 0.000112 0.002677 clam 0.000033 0.000796 seal 0.000100 0.002399 calm 0.000033 0.000796 sale 0.000100 0.002399 jack 0.000031 0.000744 lase 0.000100 0.002399 marl 0.000029 0.000705 ales 0.000100 0.002399 malt 0.000029 0.000691 alms 0.000086 0.002057 cram 0.000028 0.000682 slam 0.000086 0.002057 jabs 0.000028 0.000662 came 0.000083 0.001996 lama 0.000051 0.000617 mace 0.000083 0.001996 jade 0.000025 0.000598 acme 0.000083 0.001996 mart 0.000025 0.000593 lace 0.000075 0.001789 tram 0.000025 0.000593 case 0.000073 0.001743 slam 0.000025 0.000588 aces 0.000073 0.001743 alms 0.000025 0.000588 elms 0.000072 0.001738 scam 0.000024 0.000569 lama 0.000135 0.001626 cams 0.000024 0.000569 ease 0.000130 0.001561 word prob unordered_prob word prob unordered_prob major 0.000002 0.000280 meals 0.000009 0.001132 jambs 0.000002 0.000258 salem 0.000009 0.001132 rajah 0.000004 0.000249 males 0.000009 0.001132 james 0.000002 0.000244 camel 0.000007 0.000844 calms 0.000002 0.000189 maces 0.000007 0.000822 clams 0.000002 0.000189 scale 0.000006 0.000737 charm 0.000001 0.000179 laces 0.000006 0.000737 march 0.000001 0.000179 lamas 0.000011 0.000670 jacks 0.000001 0.000176 lease 0.000011 0.000660 match 0.000001 0.000176 easel 0.000011 0.000660 alarm 0.000003 0.000176 lemma 0.000011 0.000648 malta 0.000003 0.000172 calms 0.000005 0.000632 jacob 0.000001 0.000169 clams 0.000005 0.000632 marls 0.000001 0.000167 realm 0.000005 0.000598 malts 0.000001 0.000164 email 0.000005 0.000588 scram 0.000001 0.000162 mares 0.000005 0.000582 crams 0.000001 0.000162 smear 0.000005 0.000582 jehad 0.000001 0.000157 reams 0.000005 0.000582 camel 0.000001 0.000157 maser 0.000005 0.000582 larch 0.000001 0.000152 shame 0.000005 0.000568 word prob unordered_prob word prob unordered_prob jetsam 1.137e-7 0.000082 camels 5.797e-7 0.000417 majors 1.109e-7 0.000080 lemmas 8.904e-7 0.000321 jackal 2.049e-7 0.000074 realms 4.104e-7 0.000296 cajole 8.842e-8 0.000064 calmer 3.060e-7 0.000220 abject 8.215e-8 0.000059 malice 3.010e-7 0.000217 tarmac 1.580e-7 0.000057 scream 2.981e-7 0.000215 jammed 1.518e-7 0.000055 creams 2.981e-7 0.000215 calmer 7.431e-8 0.000054 schema 2.907e-7 0.000209 charms 7.085e-8 0.000051 mealie 5.392e-7 0.000194 alarms 1.388e-7 0.000050 clears 2.672e-7 0.000192 jacket 6.817e-8 0.000049 gleams 2.653e-7 0.000191 drachm 6.765e-8 0.000049 laches 2.605e-7 0.000188 armlet 6.459e-8 0.000047 scales 5.061e-7 0.000182 camels 6.202e-8 0.000045 sesame 1.011e-6 0.000182 mortal 6.182e-8 0.000045 maples 2.459e-7 0.000177 hamlet 5.967e-8 0.000043 sample 2.459e-7 0.000177 calmed 5.922e-8 0.000043 alarms 4.857e-7 0.000175 logjam 5.902e-8 0.000042 salaam 1.454e-6 0.000174 scalar 1.142e-7 0.000041 resale 4.787e-7 0.000172 rascal 1.142e-7 0.000041 sealer 4.787e-7 0.000172 word prob unordered_prob word prob unordered_prob jackals 9.726e-9 0.000025 seamail 5.258e-8 0.000133 cajoled 4.007e-9 0.000020 malaise 5.258e-8 0.000133 caramel 7.406e-9 0.000019 malices 2.480e-8 0.000125 marshal 7.296e-9 0.000018 mealies 4.444e-8 0.000112 calmest 3.461e-9 0.000017 measles 8.559e-8 0.000108 thermal 3.393e-9 0.000017 caramel 3.986e-8 0.000100 drachma 6.743e-9 0.000017 cameras 3.883e-8 0.000098 rematch 3.284e-9 0.000017 realism 1.756e-8 0.000089 matcher 3.284e-9 0.000017 smaller 3.472e-8 0.000088 jackets 3.235e-9 0.000016 armless 3.382e-8 0.000085 clamber 3.097e-9 0.000016 aimless 3.327e-8 0.000084 armlets 3.065e-9 0.000015 cereals 2.941e-8 0.000074 mortals 2.934e-9 0.000015 rescale 2.941e-8 0.000074 hamlets 2.832e-9 0.000014 enamels 2.898e-8 0.000073 sjambok 2.810e-9 0.000014 leaches 2.868e-8 0.000072 marches 2.792e-9 0.000014 calmest 1.314e-8 0.000066 camelot 2.751e-9 0.000014 caramels 3.285e-9 0.000066 matches 2.740e-9 0.000014 miracle 1.309e-8 0.000066 charmed 2.667e-9 0.000013 reclaim 1.309e-8 0.000066 marched 2.667e-9 0.000013 females 2.601e-8 0.000066 word prob unordered_prob word prob unordered_prob caramels 3.515e-10 0.000007 caramels 3.285e-9 0.000066 thermals 1.610e-10 0.000006 miracles 1.079e-9 0.000044 drachmas 3.200e-10 0.000006 reclaims 1.079e-9 0.000044 scramble 1.470e-10 0.000006 manacles 2.107e-9 0.000042 clambers 1.470e-10 0.000006 massacre 3.200e-9 0.000032 tracheal 2.782e-10 0.000006 harmless 1.435e-9 0.000029 schemata 2.731e-10 0.000006 salesman 2.826e-9 0.000028 majolica 2.575e-10 0.000005 cashmere 1.392e-9 0.000028 chambers 1.163e-10 0.000005 mackerel 1.378e-9 0.000028 cartload 2.297e-10 0.000005 calmness 1.333e-9 0.000027 armholes 1.088e-10 0.000004 misplace 6.466e-0 0.000026 majestic 1.077e-10 0.000004 maladies 1.264e-9 0.000025 democrat 1.068e-10 0.000004 mileages 1.249e-9 0.000025 tramcars 4.265e-10 0.000004 clambers 6.182e-0 0.000025 chlorate 1.053e-10 0.000004 scramble 6.182e-0 0.000025 mallards 4.176e-10 0.000004 rescales 2.424e-9 0.000024 adjacent 2.007e-10 0.000004 careless 2.424e-9 0.000024 matadors 1.997e-10 0.000004 nameless 2.388e-9 0.000024 camshaft 1.966e-10 0.000004 lameness 2.388e-9 0.000024 masthead 1.928e-10 0.000004 maleness 2.388e-9 0.000024