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        [0.780269492334137, 5.063524190169711, 0.9486043868001306, 1.032297696142919] 
        ]
      }
    },
   "headers":    [
["rate", "Mean posterior relative rate at a site"],
    ["bias", "Mean posterior bias parameter at a site"],
    ["Prob[bias>0]", "Posterior probability of substitution bias"],
    ["BayesFactor[bias>0]", "Empiricial Bayes Factor for substitution bias"] 
    ]
  },
 "analysis":{
   "authors":"Sergei L Kosakovsky Pond",
   "citation":"TBD",
   "contact":"spond@temple.edu",
   "info":"FADE (FUBAR Approach to Directional Evolution) is a fast method to test whether or not a subset of sites in a protein alignment\n                            evolve towards a particular residue along a subset of branches at accelerated rates compared to reference model.\n                            FADE uses a random effects model and latent Dirichlet allocation (LDA) - inspired approximation methods to allocate sites to rate classes.",
   "requirements":"A protein alignment and a **rooted** phylogenetic tree (optionally annotated with {})",
   "version":"0.2"
  },
 "branch attributes":{
   "0":{
     "Baboon":{
       "GTR":0,
       "original name":"Baboon"
      },
     "Cat":{
       "GTR":0.5479738108231806,
       "original name":"Cat"
      },
     "Chimp":{
       "GTR":0.005354406956230157,
       "original name":"Chimp"
      },
     "Cow":{
       "GTR":0.5217716656054335,
       "original name":"Cow"
      },
     "Horse":{
       "GTR":0.3639593662085931,
       "original name":"Horse"
      },
     "Human":{
       "GTR":0,
       "original name":"Human"
      },
     "Mouse":{
       "GTR":0.1538063185305938,
       "original name":"Mouse"
      },
     "Node1":{
       "GTR":0.03774939091948738
      },
     "Node10":{
       "GTR":0.04065491268006209
      },
     "Node13":{
       "GTR":0.02528485699542644
      },
     "Node2":{
       "GTR":0.4507260725563764
      },
     "Node3":{
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      },
     "Node4":{
       "GTR":0.2509978904573531
      },
     "Node9":{
       "GTR":0.2259272621401927
      },
     "Pig":{
       "GTR":0.3705420381298933,
       "original name":"Pig"
      },
     "Rat":{
       "GTR":0.1225892423633173,
       "original name":"Rat"
      },
     "RhMonkey":{
       "GTR":0.01051890950002691,
       "original name":"RhMonkey"
      }
    },
   "attributes":{
     "GTR":{
       "attribute type":"branch length",
       "display order":0
      },
     "original name":{
       "attribute type":"node label",
       "display order":-1
      }
    }
  },
 "data partitions":{
   "0":{
     "coverage":      [
[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186] 
      ],
     "name":"fade.filter.default"
    }
  },
 "fits":{
   "GTR":{
     "AIC-c":5159.231849035938,
     "Equilibrium frequencies":      [
[0.03384696455734124],
      [0.02379421855942317],
      [0.07116510014564366],
      [0.06063513939424073],
      [0.02621530635466421],
      [0.05270341130752417],
      [0.01804981525062285],
      [0.07446640012659383],
      [0.1050645690919535],
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      [0.02464425428149188],
      [0.07033121952127283],
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      [0.03378412161537671],
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      [0.06994370764087279],
      [0.07542893941378664],
      [0.01961100044001494],
      [0.02071205201693066] 
      ],
     "Log Likelihood":-2323.685267583662,
     "Rate Distributions":null,
     "display order":0,
     "estimated parameters":225
    }
  },
 "input":{
   "file name":"/Users/ryanvelazquez/Documents/galaxy_items/tools-iuc/tools/hyphy/./test-data/fade-in1.fa",
   "number of sequences":10,
   "number of sites":187,
   "partition count":1,
   "trees":{
     "0":"(((((Pig:0.147969,Cow:0.21343)Node4:0.08509899999999999,Horse:0.165787,Cat:0.264806)Node3:0.058611,((RhMonkey:0.002015,Baboon:0.003108)Node10:0.022733,(Human:0.004349,Chimp:0.000799)Node13:0.011873)Node9:0.101856)Node2:0.340802,Rat:0.050958)Node1:0.1,Mouse:0.09795)"
    }
  },
 "settings":{
   "bayes factor":100,
   "burn-in":1000000,
   "chain-length":2000000,
   "chains":1,
   "concentration":0.5,
   "grid size":20,
   "method":"Variational-Bayes",
   "samples":100
  },
 "site annotations":{
   "headers":{
     "Composition":"Amino acid composition of site",
     "Substitutions":"Substitution history on selected branches"
    },
   "site annotations":{
     "0":      [
["E1,K8", "K->E(1)"],
      ["E9", ""],
      ["I9", ""],
      ["A1,R6,T6", "R->T(1), T->A(1)R(1)"],
      ["D3,E1,K1,N11", "D->N(1), N->E(1)K(1)"],
      ["A7,D1,N5,S3,T1", "N->A(1)D(1)S(2), S->T(1)"],
      ["D1,E3,G1,I5,L7", "E->G(1)I(1), I->D(1)E(1)L(1)"],
      ["E7,I1,T6,V3", "T->E(1)I(1)V(1)"],
      ["I2,T7,V8", "V->I(2)T(1)"],
      ["L1,W16", "W->L(1)"],
      ["G17", ""],
      ["A14,I1,T1,V1", "A->I(1)T(1)V(1)"],
      ["L16,V1", "L->V(1)"],
      ["D3,E1,G13", "G->D(1)E(1)"],
      ["H4,Q12,R1", "H->Q(1), Q->H(1)R(1)"],
      ["D14,G3", "G->D(1)"],
      ["I16,L1", "I->L(1)"],
      ["D3,N13,T1", "N->D(1)T(1)"],
      ["L17", ""],
      ["D14,N3", "N->D(1)"],
      ["I17", ""],
      ["P17", ""],
      ["A1,D4,E1,G1,N3,S7", "D->A(1)E(1)G(1)S(1), N->D(1)"],
      ["F15,L1,S1", "F->L(1)S(1)"],
      ["P2,Q14,S1", "P->S(1), Q->P(1)"],
      ["K2,M13,R1", "K->R(1), M->K(1)"],
      ["G1,H1,S12,T3", "S->G(1)H(1), T->S(1)"],
      ["D15,E1,I1", "D->E(1)I(1)"],
      ["D13,H1,I1,N2", "D->H(1)I(1)N(2)"],
      ["I13,V4", "I->V(2)"],
      ["A1,D15,E1", "D->A(1)E(1)"],
      ["D13,E3,H1", "D->H(1), E->D(1)"],
      ["I14,V3", "V->I(1)"],
      ["H1,K7,Q1,R8", "K->R(1), R->H(1)K(2)Q(1)"],
      ["W17", ""],
      ["E13,N1,Q1,S1,V1", "E->N(1)Q(1)S(1)V(1)"],
      ["K13,R4", "K->R(1), R->K(1)"],
      ["T9", ""],
      ["S9", ""],
      ["D7,G6,N3,R1", "G->D(1)N(1)R(1)"],
      ["E1,G1,K13,S2", "K->E(1), S->G(1)K(1)"],
      ["K10,N3,T4", "K->N(1)T(1), T->K(1)"],
      ["K14,L3", "L->K(1)"],
      ["I13,V4", "I->V(1), V->I(1)"],
      ["A17", ""],
      ["E4,K4,Q7,R2", "E->K(1), K->E(1)Q(1)R(2)"],
      ["F16,I1", "F->I(1)"],
      ["K9,Q1,R7", "K->Q(1)R(1)"],
      ["I1,K12,N1,R3", "K->I(1)N(1), R->K(1)"],
      ["D2,E9,G1,K3,N1,S1", "D->N(1), E->D(1)G(1)S(1), K->E(1)"],
      ["K13,M2,N1,S1", "K->M(2)N(1)S(1)"],
      ["E8,K6,M1,P2", "K->E(2)M(1)P(2)"],
      ["L1,P4,T12", "P->T(1), T->L(1)P(1)"],
      ["F13,H3,K1", "F->H(1)K(1)"],
      ["E3,K4,L3,N2,P1,Q4", "K->E(1), L->Q(1), Q->K(1)N(2)P(1)"],
      ["E11,I1,K3,P1,V1", "E->K(1)P(1)V(1), K->E(1)I(1)"],
      ["D2,E2,K9,M1,S3", "E->D(2)K(2), K->M(1), S->E(1)"],
      ["D10,E5,G1,K1", "E->D(2)G(1)K(1)"],
      ["A4,K2,T11", "T->A(2)K(2)"],
      ["F1,Y16", "Y->F(1)"],
      ["D1,E7,K7,M1,N1", "E->D(1)K(1)M(1)N(1)"],
      ["I1,L7,M3,V6", "V->I(1)L(1)M(1)"],
      ["F8,L8,S1", "L->F(2)S(1)"],
      ["A3,K10,M1,P2,T1", "A->K(1), K->M(1)P(1), P->T(1)"],
      ["N17", ""],
      ["G17", ""],
      ["D1,S2,T14", "S->D(1)T(1)"],
      ["L17", ""],
      ["K16,R1", "K->R(1)"],
      ["I16", ""],
      ["K17", ""],
      ["D1,H12,K1,N2,T1", "H->D(1)T(1), N->H(1)K(1)"],
      ["P1", ""],
      ["L16,M1", "L->M(1)"],
      ["E1,K8,M7,T1", "M->E(1)K(2)T(1)"],
      ["I3,L1,R9,T4", "R->L(1)T(1), T->I(1)"],
      ["D10,E1,H3,I1,N2", "D->E(1)H(1)I(1)N(2)"],
      ["D16,H1", "D->H(1)"],
      ["C1,E5,Q7,S4", "E->C(1)Q(1)S(1), S->E(1)"],
      ["D8,G9", "G->D(2)"],
      ["I5,L1,S4,T7", "I->L(1), S->I(1), T->I(1)S(1)"],
      ["Y17", ""],
      ["E1,K13,N3", "K->E(1), N->K(1)"],
      ["V17", ""],
      ["D1,E1,M1,S10,T3,V1", "S->D(1)E(1)T(1)V(1), T->M(1)S(1)"],
      ["A1,I10,V6", "I->A(1)V(1), V->I(1)"],
      ["Y17", ""],
      ["A1,D13,G2,S1", "D->A(1), G->D(1)S(1)"],
      ["K1,S2,T14", "T->K(1)S(2)"],
      ["D5,K7,N5", "D->N(1), N->D(1)K(1)"],
      ["G17", ""],
      ["K13,M2,T1,V1", "K->V(1), M->K(1)T(1)"],
      ["H1,N13,R2,T1", "N->H(1), R->N(1)T(1)"],
      ["I2,L1,M1,R1,V12", "I->R(1)V(1), V->L(1)M(1)"],
      ["L17", ""],
      ["D2,E14,S1", "E->D(2)S(1)"],
      ["E1,K15,R1", "K->E(1)R(1)"],
      ["A2,D1,I3,K3,T8", "A->D(1)T(1), T->I(1)K(1)"],
      ["F14,L3", "L->F(1)"],
      ["D15,H1,Q1", "D->H(1)Q(1)"],
      ["L16,V1", "L->V(1)"],
      ["K12,P1,R3,S1", "K->P(1)S(1), R->K(1)"],
      ["I16,L1", "I->L(1)"],
      ["L5,Q12", "L->Q(1), Q->L(2)"],
      ["D1,E16", "E->D(1)"],
      ["G1,K1,M7,R8", "M->G(1)K(1)R(2)"],
      ["L1,V16", "V->L(1)"],
      ["S17", ""],
      ["E3,G1,K12,T1", "K->E(1)G(1)T(1)"],
      ["P17", ""],
      ["E2,K9,M3,N2,V1", "E->V(1), K->E(1)N(2), M->K(1)"],
      ["I17", ""],
      ["D1,H2,N1,S12,Y1", "H->S(1)Y(1), S->D(1)N(1)"],
      ["W17", ""],
      ["E3,I1,N1,S5,T7", "E->S(1), S->I(1)N(1)T(1)"],
      ["C17", ""],
      ["A2,I10,P1,S2,T2", "A->T(1), I->A(1)T(1), S->I(1)P(1)"],
      ["D1,N16", "N->D(1)"],
      ["A1,K3,R1,T12", "K->R(1), T->A(1)K(2)"],
      ["T17", ""],
      ["L14,V3", "L->V(1)"],
      ["S1,T15,V1", "T->S(1)V(1)"],
      ["C17", ""],
      ["A1,E14,K2", "E->A(1)K(2)"],
      ["V17", ""],
      ["A1,E1,L3,M7,S1,T4", "L->T(1), T->A(1)E(1)M(1)S(1)"],
      ["E3,K1,N12,Q1", "E->N(1)Q(1), N->E(1)K(1)"],
      ["G17", ""],
      ["S3,T14", "T->S(1)"],
      ["D15,N1", "D->N(1)"],
      ["F3,P13,V1", "F->P(1)V(1), P->F(1)"],
      ["E14,K3", "E->K(1)"],
      ["L17", ""],
      ["K9,N7,Q1", "K->N(1)Q(1)"],
      ["L17", ""],
      ["F1,Y16", "Y->F(1)"],
      ["L4,Q11,V2", "L->V(2), Q->L(1)"],
      ["D8,G3,N6", "D->N(1), G->D(1)"],
      ["E2,G11,K3,T1", "E->G(1)K(1), G->K(1), K->T(1)"],
      ["E1,K7,R1,S1,T7", "T->E(1)K(1)R(1)S(1)"],
      ["H11,L1,M1,R2,S1,T1", "H->L(1)M(1)R(1)S(1), R->T(1)"],
      ["A1,I4,L10,V2", "I->A(1)V(1), L->I(1)V(1)"],
      ["K12,N1,Q1,R3", "K->Q(1)R(1), R->K(1)N(1)"],
      ["E4,K1,P1,Q1,S3", "E->K(1)P(1)Q(1), S->E(1)"],
      ["D1,G2,L12,S1,V1", "G->D(1), L->G(1)S(1)V(1)"],
      ["H1,P3,R2,S11", "P->R(1)S(1), S->H(1)P(1)R(1)"],
      ["G1,Q14,R1,S1", "Q->G(1)R(1)S(1)"],
      ["K10,R7", "K->R(1)"],
      ["F1,L1,N1,T2,V12", "T->N(1)V(1), V->F(1)L(1)"],
      ["I13,M3,S1", "I->S(1), M->I(1)"],
      ["L1,S3,T12,V1", "S->T(1), T->L(1)V(1)"],
      ["H7,W1,Y9", "Y->H(1)W(1)"],
      ["K12,Q3,R1,T1", "K->R(1)T(1), Q->K(1)"],
      ["F1,R1,W15", "W->F(1)R(1)"],
      ["A4,I1,N3,T7", "A->I(1)N(1)T(1)"],
      ["N1,S1,T15", "T->N(1)S(1)"],
      ["K3,N6,R1,S7", "K->R(1), N->K(2)S(1)"],
      ["L11,Q3,W3", "L->Q(1), Q->W(1)"],
      ["I1,K1,N2,R2,S11", "R->N(1)S(1), S->I(1)K(1)N(1)"],
      ["A13,I1,K1,T2", "A->I(1)T(1), T->K(1)"],
      ["K7,L2,P3,S1,T4", "P->T(1), T->K(1)L(2)S(1)"],
      ["F16,V1", "F->V(1)"],
      ["K16,N1", "K->N(1)"],
      ["C17", ""],
      ["E1,K2,T11,V3", "K->E(1)T(1), T->V(1)"],
      ["A17", ""],
      ["E1,G7,I2,N1,S5,V1", "I->S(1)V(1), S->E(1)G(1)N(1)"],
      ["N17", ""],
      ["H1,K10,N2,P1,R2,T1", "K->N(1)T(1), N->H(1), R->K(1)P(1)"],
      ["A1,V16", "V->A(1)"],
      ["D1,S16", "S->D(1)"],
      ["E3,K12,Q1,S1", "E->S(1), K->E(2)Q(1)"],
      ["E15,K1,Q1", "E->K(1)Q(1)"],
      ["I2,S14,V1", "I->V(1), S->I(1)"],
      ["D1,E2,K1,R3,S10", "E->K(1)S(1), S->D(1)R(1)"],
      ["I1,M11,S1,V4", "M->I(1)S(1)V(2)"],
      ["E14,K1,V2", "E->K(1)V(2)"],
      ["I1,M1,P3,T5,V7", "T->P(1), V->I(1)M(1)T(2)"],
      ["A1,I5,V11", "I->A(1), V->I(1)"],
      ["N3,R1,S11,T1,V1", "N->S(1), S->R(1)T(1)V(1)"],
      ["C17", ""],
      ["P14,S1,T2", "P->S(1)T(2)"],
      ["D1,E15,G1", "E->D(1)G(1)"],
      ["E1,K15,Q1", "K->E(1)Q(1)"],
      ["G17", ""],
      ["L17", ""],
      ["D14,P1,S2", "S->D(1)P(1)"] 
      ]
    }
  },
 "tested":{
   "0":{
     "Baboon":"test",
     "Cat":"test",
     "Chimp":"test",
     "Cow":"test",
     "Horse":"test",
     "Human":"test",
     "Mouse":"test",
     "Node1":"test",
     "Node10":"test",
     "Node13":"test",
     "Node2":"test",
     "Node3":"test",
     "Node4":"test",
     "Node9":"test",
     "Pig":"test",
     "Rat":"test",
     "RhMonkey":"test"
    }
  },
 "timers":{
   "Baseline Fit":{
     "order":1,
     "timer":88
    },
   "Overall":{
     "order":0,
     "timer":121
    },
   "Residue A analysis":{
     "order":2,
     "timer":2
    },
   "Residue C analysis":{
     "order":3,
     "timer":1
    },
   "Residue D analysis":{
     "order":4,
     "timer":1
    },
   "Residue E analysis":{
     "order":5,
     "timer":1
    },
   "Residue F analysis":{
     "order":6,
     "timer":2
    },
   "Residue G analysis":{
     "order":7,
     "timer":1
    },
   "Residue H analysis":{
     "order":8,
     "timer":2
    },
   "Residue I analysis":{
     "order":9,
     "timer":1
    },
   "Residue K analysis":{
     "order":10,
     "timer":2
    },
   "Residue L analysis":{
     "order":11,
     "timer":1
    },
   "Residue M analysis":{
     "order":12,
     "timer":2
    },
   "Residue N analysis":{
     "order":13,
     "timer":2
    },
   "Residue P analysis":{
     "order":14,
     "timer":1
    },
   "Residue Q analysis":{
     "order":15,
     "timer":2
    },
   "Residue R analysis":{
     "order":16,
     "timer":2
    },
   "Residue S analysis":{
     "order":17,
     "timer":2
    },
   "Residue T analysis":{
     "order":18,
     "timer":2
    },
   "Residue V analysis":{
     "order":19,
     "timer":2
    },
   "Residue W analysis":{
     "order":20,
     "timer":2
    },
   "Residue Y analysis":{
     "order":21,
     "timer":2
    }
  }
}