diff --git a/paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw2/en.csv b/paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw2/en.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6f25da6210ace9a83f02cd3fd53ba5d164be5e8
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw2/en.csv
@@ -0,0 +1,25 @@
+dataset,design,unit,set,cellset,distance,n_samples,n_cells_real,n_cells_gen,n_pcs,lb,ub,dif_mean,en,lb_exact,lb_queries,n_representative_rows,en_reps_at_lb,seconds
+immicro,fewshot,draw2,real_R2,pc,sq,102,15300,15300,100,146.0280992253909,211.25400926727062,177.99744105458868,0.4901325532855144,True,"[15300, 15300]",,,12.9
+immicro,fewshot,draw2,real_R2,pc,l2,102,15300,15300,100,11.956171215640303,14.36524817753204,13.170729047688209,0.5041590000072763,True,"[15300, 15300]",,,12.9
+immicro,fewshot,draw2,real_R2,all,sq,102,187775,187830,100,125.66396349347502,176.92143490084678,144.32507894009035,0.3640662509140379,False,"[20000, 20000]",,,45.6
+immicro,fewshot,draw2,real_R2,all,l2,102,187775,187830,100,11.091849370275018,13.167825589776315,11.878269241134115,0.37881930605544956,False,"[20000, 20000]",,,45.6
+immicro,fewshot,draw2,zs_raw,pc,sq,102,15300,15300,100,178.12640405708737,183.77956621615326,403.7749097134563,39.915448965938474,True,"[15300, 15300]",,,9.8
+immicro,fewshot,draw2,zs_raw,pc,l2,102,15300,15300,100,12.977745303882292,13.380186963638199,19.48579049023785,16.171400322478775,True,"[15300, 15300]",,,9.8
+immicro,fewshot,draw2,zs_raw,all,sq,102,375605,153000,100,134.3784906663849,158.8806692550884,309.57607274318593,7.1502858997841985,False,"[20000, 20000]",,,52.8
+immicro,fewshot,draw2,zs_raw,all,l2,102,375605,153000,100,11.377108503906172,12.473000801249023,17.235158997400344,5.345461874034389,False,"[20000, 20000]",,,52.8
+immicro,fewshot,draw2,zs_cal,pc,sq,102,15300,15300,100,157.1107002287364,197.99242411130945,278.41581820826866,2.9672212044669153,True,"[15300, 15300]",,,9.8
+immicro,fewshot,draw2,zs_cal,pc,l2,102,15300,15300,100,12.31752620093048,13.903857509292337,16.350546552410435,2.5423569025090353,True,"[15300, 15300]",,,9.8
+immicro,fewshot,draw2,zs_cal,all,sq,102,375605,153000,100,127.92048786777319,163.44352902081025,227.82577500496686,2.8124080566973704,False,"[20000, 20000]",,,61.6
+immicro,fewshot,draw2,zs_cal,all,l2,102,375605,153000,100,11.153143607437347,12.654575013011744,14.881854130699839,2.4834371449929895,False,"[20000, 20000]",,,61.6
+immicro,fewshot,draw2,lora5,pc,sq,102,15300,15300,100,153.077252026479,202.35369302916197,231.09894168063502,1.5833466879214741,True,"[15300, 15300]",,,9.7
+immicro,fewshot,draw2,lora5,pc,l2,102,15300,15300,100,12.225400153492883,14.05972417893096,15.02560844109441,1.5265614192305945,True,"[15300, 15300]",,,9.7
+immicro,fewshot,draw2,lora5,all,sq,102,375605,153000,100,126.74736055076207,165.58102569894595,190.20571648478278,1.634106790895797,False,"[20000, 20000]",,,51.9
+immicro,fewshot,draw2,lora5,all,l2,102,375605,153000,100,11.136405456361947,12.73911982312959,13.656924627444475,1.572656502833949,False,"[20000, 20000]",,,51.9
+immicro,fewshot,draw2,zs_pseudo,pc,sq,102,15300,15300,100,144.16249405464046,200.9161079458638,260.81801839119004,2.0554730586872765,True,"[15300, 15300]",,,13.7
+immicro,fewshot,draw2,zs_pseudo,pc,l2,102,15300,15300,100,11.807699966905874,14.00731638807535,15.848938049617757,1.837246732574976,True,"[15300, 15300]",,,13.7
+immicro,fewshot,draw2,zs_pseudo,all,sq,102,375605,153000,100,121.44232583985843,164.26548207476552,217.10776908799875,2.233965257566865,False,"[20000, 20000]",,,59.8
+immicro,fewshot,draw2,zs_pseudo,all,l2,102,375605,153000,100,10.87350157797204,12.686486486360677,14.532601672156286,2.0182738848258905,False,"[20000, 20000]",,,59.8
+immicro,fewshot,draw2,scsemi5,pc,sq,102,15300,15300,100,108.95660670675952,200.91726109704516,366.64116046547406,2.802117443239239,True,"[15300, 15300]",5.0,2.6711773757981527,9.3
+immicro,fewshot,draw2,scsemi5,pc,l2,102,15300,15300,100,10.126969147613018,13.99074322362841,18.895963660310073,2.2695412154481573,True,"[15300, 15300]",5.0,2.163487887623477,9.3
+immicro,fewshot,draw2,scsemi5,all,sq,102,375605,153000,100,97.69374366738668,162.1857041711573,336.2348884007596,3.6987733489575993,False,"[20000, 20000]",5.0,3.525933472838086,56.1
+immicro,fewshot,draw2,scsemi5,all,l2,102,375605,153000,100,9.547143204312686,12.594819808313593,18.075744457246834,2.7983944365153546,False,"[20000, 20000]",5.0,2.6676283413510857,56.1
diff --git a/paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw2/en_per_sample.csv b/paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw2/en_per_sample.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c72957f859cadde2534a006970181a681f04911e
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw2/en_per_sample.csv
@@ -0,0 +1,2449 @@
+dataset,design,unit,set,cellset,distance,donor,n_real,n_gen,partner,dif,en_i
+immicro,fewshot,draw2,real_R2,pc,sq,HS1,150,150,HS65,180.61107770175897,0.5302030811707085
+immicro,fewshot,draw2,real_R2,pc,sq,HS2,150,150,HS38,203.87638460532554,0.886891196194762
+immicro,fewshot,draw2,real_R2,pc,sq,HS3,150,150,HS35,162.57714624683481,0.2537189134014113
+immicro,fewshot,draw2,real_R2,pc,sq,HS4,150,150,HS107,185.69445777078386,0.6081380623118069
+immicro,fewshot,draw2,real_R2,pc,sq,HS6,150,150,HS20,156.83555986957757,0.16569275365031333
+immicro,fewshot,draw2,real_R2,pc,sq,HS7,150,150,HS13,186.29396511453913,0.6173293076830152
+immicro,fewshot,draw2,real_R2,pc,sq,HS8,150,150,HS90,185.4835646652826,0.6049047903595127
+immicro,fewshot,draw2,real_R2,pc,sq,HS9,150,150,HS103,152.21241138553955,0.09481373515797466
+immicro,fewshot,draw2,real_R2,pc,sq,HS10,150,150,HS20,182.4910972972289,0.5590262833960635
+immicro,fewshot,draw2,real_R2,pc,sq,HS11,150,150,HS32,178.64248812205946,0.5000219832230441
+immicro,fewshot,draw2,real_R2,pc,sq,HS12,150,150,HS11,195.59985807181388,0.7600010304891777
+immicro,fewshot,draw2,real_R2,pc,sq,HS13,150,150,HS4,176.7484328526676,0.47098359543856194
+immicro,fewshot,draw2,real_R2,pc,sq,HS14,150,150,HS40,161.8441346592492,0.24248087031216997
+immicro,fewshot,draw2,real_R2,pc,sq,HS15,150,150,HS28,176.23083003189822,0.46304805539876726
+immicro,fewshot,draw2,real_R2,pc,sq,HS16,150,150,HS111,185.39649311054927,0.6035698675554092
+immicro,fewshot,draw2,real_R2,pc,sq,HS17,150,150,HS28,169.21069761233454,0.35542008340027387
+immicro,fewshot,draw2,real_R2,pc,sq,HS18,150,150,HS81,177.74773969230543,0.48630429911285633
+immicro,fewshot,draw2,real_R2,pc,sq,HS19,150,150,HS11,187.43365512241033,0.6348022721405358
+immicro,fewshot,draw2,real_R2,pc,sq,HS20,150,150,HS29,172.03784002723438,0.3987639388265088
+immicro,fewshot,draw2,real_R2,pc,sq,HS21,150,150,HS74,180.12693979075752,0.5227806027309196
+immicro,fewshot,draw2,real_R2,pc,sq,HS23,150,150,HS19,175.4010531997061,0.4503264723398364
+immicro,fewshot,draw2,real_R2,pc,sq,HS24,150,150,HS8,172.94632317735704,0.41269219447735905
+immicro,fewshot,draw2,real_R2,pc,sq,HS26,150,150,HS97,200.61609422999823,0.8369066061256626
+immicro,fewshot,draw2,real_R2,pc,sq,HS27,150,150,HS9,187.21211810397944,0.6314058148386958
+immicro,fewshot,draw2,real_R2,pc,sq,HS28,150,150,HS13,188.07313258999926,0.6446063127001591
+immicro,fewshot,draw2,real_R2,pc,sq,HS29,150,150,HS98,178.7735134941508,0.5020307765385716
+immicro,fewshot,draw2,real_R2,pc,sq,HS30,150,150,HS111,145.29923500181593,-0.011174458479873656
+immicro,fewshot,draw2,real_R2,pc,sq,HS31,150,150,HS105,160.98920935045328,0.2293737276406919
+immicro,fewshot,draw2,real_R2,pc,sq,HS32,150,150,HS70,167.82660027093652,0.3342000292759339
+immicro,fewshot,draw2,real_R2,pc,sq,HS34,150,150,HS66,169.57551618618817,0.36101323761796716
+immicro,fewshot,draw2,real_R2,pc,sq,HS35,150,150,HS101,179.9037404046615,0.5193586591205859
+immicro,fewshot,draw2,real_R2,pc,sq,HS36,150,150,HS8,180.15772927142407,0.5232526464424875
+immicro,fewshot,draw2,real_R2,pc,sq,HS37,150,150,HS43,181.8642699737195,0.5494161863792963
+immicro,fewshot,draw2,real_R2,pc,sq,HS38,150,150,HS88,207.93714882102995,0.9491481154634561
+immicro,fewshot,draw2,real_R2,pc,sq,HS39,150,150,HS6,181.4577638392318,0.5431839063815671
+immicro,fewshot,draw2,real_R2,pc,sq,HS40,150,150,HS75,198.29284538069453,0.8012881096138929
+immicro,fewshot,draw2,real_R2,pc,sq,HS41,150,150,HS86,167.01259138043983,0.32172018974630456
+immicro,fewshot,draw2,real_R2,pc,sq,HS42,150,150,HS26,178.55786131543684,0.4987245416608139
+immicro,fewshot,draw2,real_R2,pc,sq,HS43,150,150,HS59,173.95905988489895,0.4282187958983535
+immicro,fewshot,draw2,real_R2,pc,sq,HS45,150,150,HS86,167.23880766324237,0.3251883863978698
+immicro,fewshot,draw2,real_R2,pc,sq,HS46,150,150,HS63,179.98604676275474,0.5206205251189352
+immicro,fewshot,draw2,real_R2,pc,sq,HS47,150,150,HS73,162.1479654481352,0.2471390006271159
+immicro,fewshot,draw2,real_R2,pc,sq,HS49,150,150,HS10,162.6030920143483,0.25411669654459523
+immicro,fewshot,draw2,real_R2,pc,sq,HS50,150,150,HS31,178.83988957078245,0.5030484101229715
+immicro,fewshot,draw2,real_R2,pc,sq,HS51,150,150,HS37,160.78518140359992,0.22624570770624622
+immicro,fewshot,draw2,real_R2,pc,sq,HS52,150,150,HS12,180.8048534529253,0.5331739213022131
+immicro,fewshot,draw2,real_R2,pc,sq,HS53,150,150,HS98,164.82064531655735,0.288114739665576
+immicro,fewshot,draw2,real_R2,pc,sq,HS54,150,150,HS76,144.50490815532527,-0.023352546083107512
+immicro,fewshot,draw2,real_R2,pc,sq,HS56,150,150,HS31,176.35656561200804,0.46497574916385365
+immicro,fewshot,draw2,real_R2,pc,sq,HS57,150,150,HS77,180.4459777444317,0.5276718791189277
+immicro,fewshot,draw2,real_R2,pc,sq,HS58,150,150,HS107,183.80188814715993,0.5791224514539628
+immicro,fewshot,draw2,real_R2,pc,sq,HS59,150,150,HS8,185.90682851391625,0.6113939884153452
+immicro,fewshot,draw2,real_R2,pc,sq,HS60,150,150,HS63,188.8556507003008,0.6566033566631962
+immicro,fewshot,draw2,real_R2,pc,sq,HS61,150,150,HS41,175.8863478746932,0.4577666855108831
+immicro,fewshot,draw2,real_R2,pc,sq,HS62,150,150,HS92,162.17492840247246,0.24755237859792442
+immicro,fewshot,draw2,real_R2,pc,sq,HS63,150,150,HS96,175.3342517945926,0.44930231790380626
+immicro,fewshot,draw2,real_R2,pc,sq,HS64,150,150,HS38,193.84098633507003,0.7330351861550084
+immicro,fewshot,draw2,real_R2,pc,sq,HS65,150,150,HS30,196.49152962135253,0.7736715419311203
+immicro,fewshot,draw2,real_R2,pc,sq,HS66,150,150,HS80,183.78232338439852,0.578822497605119
+immicro,fewshot,draw2,real_R2,pc,sq,HS67,150,150,HS6,191.72304849723557,0.7005643806656776
+immicro,fewshot,draw2,real_R2,pc,sq,HS68,150,150,HS14,166.21995151189495,0.30956796575991713
+immicro,fewshot,draw2,real_R2,pc,sq,HS69,150,150,HS12,183.18847596245715,0.5697180263672308
+immicro,fewshot,draw2,real_R2,pc,sq,HS70,150,150,HS72,173.18826966556745,0.41640155611072
+immicro,fewshot,draw2,real_R2,pc,sq,HS71,150,150,HS20,203.31676684971282,0.8783115112926517
+immicro,fewshot,draw2,real_R2,pc,sq,HS72,150,150,HS65,181.52819680115,0.5442637374160895
+immicro,fewshot,draw2,real_R2,pc,sq,HS73,150,150,HS8,214.73512776007047,1.0533701789758811
+immicro,fewshot,draw2,real_R2,pc,sq,HS74,150,150,HS29,183.928833315566,0.5810686898172845
+immicro,fewshot,draw2,real_R2,pc,sq,HS75,150,150,HS50,171.29407532476753,0.3873610361764837
+immicro,fewshot,draw2,real_R2,pc,sq,HS76,150,150,HS29,171.41716846413178,0.3892482178085254
+immicro,fewshot,draw2,real_R2,pc,sq,HS77,150,150,HS45,211.4554899093395,1.0030889663622862
+immicro,fewshot,draw2,real_R2,pc,sq,HS78,150,150,HS60,168.20437809593764,0.3399918660591778
+immicro,fewshot,draw2,real_R2,pc,sq,HS79,150,150,HS28,178.32464503543676,0.49514902573699876
+immicro,fewshot,draw2,real_R2,pc,sq,HS80,150,150,HS54,147.16611844962347,0.01744734912095345
+immicro,fewshot,draw2,real_R2,pc,sq,HS81,150,150,HS12,168.1001355169295,0.33839368860268526
+immicro,fewshot,draw2,real_R2,pc,sq,HS82,150,150,HS15,199.1128029657826,0.813859150547804
+immicro,fewshot,draw2,real_R2,pc,sq,HS83,150,150,HS39,155.80332294220352,0.14986718790947087
+immicro,fewshot,draw2,real_R2,pc,sq,HS84,150,150,HS21,170.17785099209763,0.3702478317466305
+immicro,fewshot,draw2,real_R2,pc,sq,HS85,150,150,HS104,174.65382911612204,0.4388705327737301
+immicro,fewshot,draw2,real_R2,pc,sq,HS86,150,150,HS69,182.52907232604804,0.5596084911229433
+immicro,fewshot,draw2,real_R2,pc,sq,HS87,150,150,HS54,192.65665388708368,0.7148777936828157
+immicro,fewshot,draw2,real_R2,pc,sq,HS88,150,150,HS95,157.67445223979678,0.1785540900376567
+immicro,fewshot,draw2,real_R2,pc,sq,HS89,150,150,HS40,193.8993023065497,0.7339292476014834
+immicro,fewshot,draw2,real_R2,pc,sq,HS90,150,150,HS47,174.8768288154587,0.44228941492031093
+immicro,fewshot,draw2,real_R2,pc,sq,HS92,150,150,HS29,186.80172240028662,0.6251139025690271
+immicro,fewshot,draw2,real_R2,pc,sq,HS93,150,150,HS85,166.78786097755642,0.318274773611227
+immicro,fewshot,draw2,real_R2,pc,sq,HS94,150,150,HS63,154.8187924966631,0.13477302602030306
+immicro,fewshot,draw2,real_R2,pc,sq,HS95,150,150,HS42,177.01672419870619,0.47509685880071845
+immicro,fewshot,draw2,real_R2,pc,sq,HS96,150,150,HS28,175.9908624837071,0.4593690335493666
+immicro,fewshot,draw2,real_R2,pc,sq,HS97,150,150,HS18,175.4930166485615,0.4517363943906957
+immicro,fewshot,draw2,real_R2,pc,sq,HS98,150,150,HS8,193.63895145244442,0.7299377225474345
+immicro,fewshot,draw2,real_R2,pc,sq,HS100,150,150,HS13,186.37150123963607,0.6185180396615673
+immicro,fewshot,draw2,real_R2,pc,sq,HS101,150,150,HS98,184.7588241703671,0.5937935541276202
+immicro,fewshot,draw2,real_R2,pc,sq,HS102,150,150,HS38,167.7727416708853,0.33337430526508227
+immicro,fewshot,draw2,real_R2,pc,sq,HS103,150,150,HS34,178.90348928082645,0.5040234783129464
+immicro,fewshot,draw2,real_R2,pc,sq,HS104,150,150,HS41,185.84163935978967,0.6103945519324394
+immicro,fewshot,draw2,real_R2,pc,sq,HS105,150,150,HS32,181.1800974562494,0.5389269112272775
+immicro,fewshot,draw2,real_R2,pc,sq,HS106,150,150,HS83,189.2673930192932,0.6629159143374093
+immicro,fewshot,draw2,real_R2,pc,sq,HS107,150,150,HS74,165.7390360619762,0.30219489193680055
+immicro,fewshot,draw2,real_R2,pc,sq,HS108,150,150,HS84,181.00629264929944,0.5362622522468453
+immicro,fewshot,draw2,real_R2,pc,sq,HS109,150,150,HS80,179.71117113071386,0.5164063158903573
+immicro,fewshot,draw2,real_R2,pc,sq,HS110,150,150,HS46,184.70778455276633,0.5930110488690813
+immicro,fewshot,draw2,real_R2,pc,sq,HS111,150,150,HS49,167.19704202301006,0.32454806355368876
+immicro,fewshot,draw2,real_R2,pc,l2,HS1,150,150,HS65,13.305670885200652,0.5601729172241341
+immicro,fewshot,draw2,real_R2,pc,l2,HS2,150,150,HS38,14.147033186480652,0.9094196679876786
+immicro,fewshot,draw2,real_R2,pc,l2,HS3,150,150,HS35,12.576079533784865,0.2573219236872269
+immicro,fewshot,draw2,real_R2,pc,l2,HS4,150,150,HS107,13.450286582919006,0.6202024223026245
+immicro,fewshot,draw2,real_R2,pc,l2,HS6,150,150,HS20,12.31695673631185,0.1497608944748027
+immicro,fewshot,draw2,real_R2,pc,l2,HS7,150,150,HS13,13.42564711384359,0.6099746589454641
+immicro,fewshot,draw2,real_R2,pc,l2,HS8,150,150,HS90,13.44868592999183,0.6195379964862245
+immicro,fewshot,draw2,real_R2,pc,l2,HS9,150,150,HS103,12.187755708223227,0.09612996855072284
+immicro,fewshot,draw2,real_R2,pc,l2,HS10,150,150,HS20,13.358718726375209,0.5821929033074765
+immicro,fewshot,draw2,real_R2,pc,l2,HS11,150,150,HS32,13.197864244046663,0.5154227316305061
+immicro,fewshot,draw2,real_R2,pc,l2,HS12,150,150,HS11,13.844921197918199,0.7840139655790603
+immicro,fewshot,draw2,real_R2,pc,l2,HS13,150,150,HS4,13.0640386081848,0.4598721460830957
+immicro,fewshot,draw2,real_R2,pc,l2,HS14,150,150,HS40,12.5502206733594,0.24658799495248043
+immicro,fewshot,draw2,real_R2,pc,l2,HS15,150,150,HS28,13.066543323493377,0.46091184524929
+immicro,fewshot,draw2,real_R2,pc,l2,HS16,150,150,HS111,13.430654039565356,0.6120530175039363
+immicro,fewshot,draw2,real_R2,pc,l2,HS17,150,150,HS28,12.873714081531098,0.38086905499701873
+immicro,fewshot,draw2,real_R2,pc,l2,HS18,150,150,HS81,13.131600446513811,0.48791684511004496
+immicro,fewshot,draw2,real_R2,pc,l2,HS19,150,150,HS11,13.507563924244204,0.6439780601221075
+immicro,fewshot,draw2,real_R2,pc,l2,HS20,150,150,HS29,12.974374098604445,0.42265270021286233
+immicro,fewshot,draw2,real_R2,pc,l2,HS21,150,150,HS74,13.264619222138196,0.5431325056009952
+immicro,fewshot,draw2,real_R2,pc,l2,HS23,150,150,HS19,13.068916882975296,0.4618971020590414
+immicro,fewshot,draw2,real_R2,pc,l2,HS24,150,150,HS8,12.990031870846888,0.4291521904699723
+immicro,fewshot,draw2,real_R2,pc,l2,HS26,150,150,HS97,14.051809181539596,0.8698924937016895
+immicro,fewshot,draw2,real_R2,pc,l2,HS27,150,150,HS9,13.539651806907456,0.6572976356984952
+immicro,fewshot,draw2,real_R2,pc,l2,HS28,150,150,HS13,13.536266215663842,0.6558922878008692
+immicro,fewshot,draw2,real_R2,pc,l2,HS29,150,150,HS98,13.221807310207764,0.5253614204062683
+immicro,fewshot,draw2,real_R2,pc,l2,HS30,150,150,HS111,11.895841858961353,-0.025042519451755837
+immicro,fewshot,draw2,real_R2,pc,l2,HS31,150,150,HS105,12.558352202420325,0.24996336617953333
+immicro,fewshot,draw2,real_R2,pc,l2,HS32,150,150,HS70,12.841857488168356,0.3676454868559138
+immicro,fewshot,draw2,real_R2,pc,l2,HS34,150,150,HS66,12.858410732003028,0.3745166844542143
+immicro,fewshot,draw2,real_R2,pc,l2,HS35,150,150,HS101,13.259887425189616,0.5411683521001192
+immicro,fewshot,draw2,real_R2,pc,l2,HS36,150,150,HS8,13.237637610771019,0.5319325266073855
+immicro,fewshot,draw2,real_R2,pc,l2,HS37,150,150,HS43,13.304549227498965,0.5597073207656442
+immicro,fewshot,draw2,real_R2,pc,l2,HS38,150,150,HS88,14.267063455407385,0.9592438416547908
+immicro,fewshot,draw2,real_R2,pc,l2,HS39,150,150,HS6,13.274382841452834,0.5471853521762957
+immicro,fewshot,draw2,real_R2,pc,l2,HS40,150,150,HS75,13.902023706655598,0.8077170309608153
+immicro,fewshot,draw2,real_R2,pc,l2,HS41,150,150,HS86,12.787216537970377,0.34496420640604686
+immicro,fewshot,draw2,real_R2,pc,l2,HS42,150,150,HS26,13.145596428558596,0.49372653166891445
+immicro,fewshot,draw2,real_R2,pc,l2,HS43,150,150,HS59,12.972630200650283,0.42192881385234005
+immicro,fewshot,draw2,real_R2,pc,l2,HS45,150,150,HS86,12.765231412505797,0.33583825243597687
+immicro,fewshot,draw2,real_R2,pc,l2,HS46,150,150,HS63,13.245852225391884,0.5353423863797419
+immicro,fewshot,draw2,real_R2,pc,l2,HS47,150,150,HS73,12.559077769449726,0.2502645466901097
+immicro,fewshot,draw2,real_R2,pc,l2,HS49,150,150,HS10,12.621366275671242,0.2761203027356138
+immicro,fewshot,draw2,real_R2,pc,l2,HS50,150,150,HS31,13.213957012947384,0.5221027875835896
+immicro,fewshot,draw2,real_R2,pc,l2,HS51,150,150,HS37,12.529688107271735,0.23806499364846992
+immicro,fewshot,draw2,real_R2,pc,l2,HS52,150,150,HS12,13.241538137170805,0.5335516224110841
+immicro,fewshot,draw2,real_R2,pc,l2,HS53,150,150,HS98,12.732356991219227,0.3221921872389751
+immicro,fewshot,draw2,real_R2,pc,l2,HS54,150,150,HS76,11.889267154151991,-0.027771658002895695
+immicro,fewshot,draw2,real_R2,pc,l2,HS56,150,150,HS31,13.131523229336105,0.48788479251109207
+immicro,fewshot,draw2,real_R2,pc,l2,HS57,150,150,HS77,13.310308931506938,0.5620981551387604
+immicro,fewshot,draw2,real_R2,pc,l2,HS58,150,150,HS107,13.417051874131712,0.6064068029376058
+immicro,fewshot,draw2,real_R2,pc,l2,HS59,150,150,HS8,13.496543278625944,0.6394034260225785
+immicro,fewshot,draw2,real_R2,pc,l2,HS60,150,150,HS63,13.608245165912665,0.68577051559825
+immicro,fewshot,draw2,real_R2,pc,l2,HS61,150,150,HS41,13.100854849279255,0.4751544478429965
+immicro,fewshot,draw2,real_R2,pc,l2,HS62,150,150,HS92,12.556365411415142,0.2491386557046868
+immicro,fewshot,draw2,real_R2,pc,l2,HS63,150,150,HS96,13.013162860039337,0.4387537887411563
+immicro,fewshot,draw2,real_R2,pc,l2,HS64,150,150,HS38,13.756846797219207,0.7474545687261551
+immicro,fewshot,draw2,real_R2,pc,l2,HS65,150,150,HS30,13.856972025061635,0.7890162246741678
+immicro,fewshot,draw2,real_R2,pc,l2,HS66,150,150,HS80,13.389636494887766,0.5950267683112243
+immicro,fewshot,draw2,real_R2,pc,l2,HS67,150,150,HS6,13.662461891047675,0.7082757016062703
+immicro,fewshot,draw2,real_R2,pc,l2,HS68,150,150,HS14,12.743922593873698,0.3269930312291934
+immicro,fewshot,draw2,real_R2,pc,l2,HS69,150,150,HS12,13.38463596639756,0.5929510652227358
+immicro,fewshot,draw2,real_R2,pc,l2,HS70,150,150,HS72,13.000946427883859,0.4336827875449616
+immicro,fewshot,draw2,real_R2,pc,l2,HS71,150,150,HS20,14.067910341078138,0.8765760325812021
+immicro,fewshot,draw2,real_R2,pc,l2,HS72,150,150,HS65,13.34965019213639,0.5784285842831077
+immicro,fewshot,draw2,real_R2,pc,l2,HS73,150,150,HS8,14.579367246332422,1.0888801280272278
+immicro,fewshot,draw2,real_R2,pc,l2,HS74,150,150,HS29,13.381417186310436,0.5916149600928288
+immicro,fewshot,draw2,real_R2,pc,l2,HS75,150,150,HS50,12.975234106131554,0.423009686536136
+immicro,fewshot,draw2,real_R2,pc,l2,HS76,150,150,HS29,12.936978322174381,0.4071298352228214
+immicro,fewshot,draw2,real_R2,pc,l2,HS77,150,150,HS45,14.393946347267544,1.0119125167811032
+immicro,fewshot,draw2,real_R2,pc,l2,HS78,150,150,HS60,12.824809536110967,0.36056893748573415
+immicro,fewshot,draw2,real_R2,pc,l2,HS79,150,150,HS28,13.206746828813095,0.5191098636345652
+immicro,fewshot,draw2,real_R2,pc,l2,HS80,150,150,HS54,11.986888150974698,0.012750499805649297
+immicro,fewshot,draw2,real_R2,pc,l2,HS81,150,150,HS12,12.8325460064553,0.36378032112632025
+immicro,fewshot,draw2,real_R2,pc,l2,HS82,150,150,HS15,13.943369942014137,0.8248797185845728
+immicro,fewshot,draw2,real_R2,pc,l2,HS83,150,150,HS39,12.36098788033542,0.16803807894009049
+immicro,fewshot,draw2,real_R2,pc,l2,HS84,150,150,HS21,12.833901535619177,0.364342996866996
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+immicro,fewshot,draw2,real_R2,pc,l2,HS87,150,150,HS54,13.729529258231132,0.7361151472712987
+immicro,fewshot,draw2,real_R2,pc,l2,HS88,150,150,HS95,12.42499182525376,0.19460590800109365
+immicro,fewshot,draw2,real_R2,pc,l2,HS89,150,150,HS40,13.733084119975393,0.737590758802393
+immicro,fewshot,draw2,real_R2,pc,l2,HS90,150,150,HS47,13.055110573589063,0.45616614800293215
+immicro,fewshot,draw2,real_R2,pc,l2,HS92,150,150,HS29,13.513903611621988,0.6466096437029015
+immicro,fewshot,draw2,real_R2,pc,l2,HS93,150,150,HS85,12.739240915490063,0.3250496817813788
+immicro,fewshot,draw2,real_R2,pc,l2,HS94,150,150,HS63,12.287487703325935,0.13752839486932128
+immicro,fewshot,draw2,real_R2,pc,l2,HS95,150,150,HS42,13.117701525664664,0.4821474483373353
+immicro,fewshot,draw2,real_R2,pc,l2,HS96,150,150,HS28,13.134971806274768,0.48931628556557494
+immicro,fewshot,draw2,real_R2,pc,l2,HS97,150,150,HS18,13.114408458340202,0.480780506817179
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+immicro,fewshot,draw2,real_R2,pc,l2,HS100,150,150,HS13,13.449339415332503,0.6198092561225954
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+immicro,fewshot,draw2,real_R2,pc,l2,HS102,150,150,HS38,12.831492940071978,0.3633431967006672
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+immicro,fewshot,draw2,real_R2,pc,l2,HS105,150,150,HS32,13.277433482138246,0.5484516631882183
+immicro,fewshot,draw2,real_R2,pc,l2,HS106,150,150,HS83,13.55680568083595,0.6644181528923603
+immicro,fewshot,draw2,real_R2,pc,l2,HS107,150,150,HS74,12.717095427889923,0.3158571620111718
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+immicro,fewshot,draw2,real_R2,pc,l2,HS111,150,150,HS49,12.79966650926455,0.35013214893802713
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+immicro,fewshot,draw2,real_R2,all,sq,HS9,1971,1971,HS107,126.39716009319183,0.014304189800735246
+immicro,fewshot,draw2,real_R2,all,sq,HS10,2057,2058,HS32,142.96102775828365,0.3374544976543848
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+immicro,fewshot,draw2,real_R2,all,sq,HS12,2517,2518,HS43,158.36649420650818,0.6380051495932735
+immicro,fewshot,draw2,real_R2,all,sq,HS13,2396,2396,HS88,137.8357804771793,0.23746424959140194
+immicro,fewshot,draw2,real_R2,all,sq,HS14,2117,2118,HS101,127.12856530281276,0.028573430743349157
+immicro,fewshot,draw2,real_R2,all,sq,HS15,2296,2296,HS92,134.44208349676828,0.17125542408303038
+immicro,fewshot,draw2,real_R2,all,sq,HS16,2421,2421,HS39,144.38747051504856,0.36528347004805156
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+immicro,fewshot,draw2,zs_cal,pc,l2,HS4,150,150,HS107,18.041808760902203,3.6085038035862573
+immicro,fewshot,draw2,zs_cal,pc,l2,HS6,150,150,HS20,16.332205201219416,2.5307947836160034
+immicro,fewshot,draw2,zs_cal,pc,l2,HS7,150,150,HS13,16.23894718876289,2.472006299794909
+immicro,fewshot,draw2,zs_cal,pc,l2,HS8,150,150,HS90,15.584775051153372,2.0596257748936786
+immicro,fewshot,draw2,zs_cal,pc,l2,HS9,150,150,HS103,15.486703594736412,1.9978029665685786
+immicro,fewshot,draw2,zs_cal,pc,l2,HS10,150,150,HS20,17.325996772019945,3.157266420128542
+immicro,fewshot,draw2,zs_cal,pc,l2,HS11,150,150,HS32,17.020638375024586,2.964772963442819
+immicro,fewshot,draw2,zs_cal,pc,l2,HS12,150,150,HS11,15.999020540138323,2.3207600580042644
+immicro,fewshot,draw2,zs_cal,pc,l2,HS13,150,150,HS4,16.729505182074988,2.781246866835522
+immicro,fewshot,draw2,zs_cal,pc,l2,HS14,150,150,HS40,15.393660925644477,1.9391502320474299
+immicro,fewshot,draw2,zs_cal,pc,l2,HS15,150,150,HS28,17.718946697159655,3.4049762919998185
+immicro,fewshot,draw2,zs_cal,pc,l2,HS16,150,150,HS111,17.308463932923836,3.1462139754067553
+immicro,fewshot,draw2,zs_cal,pc,l2,HS17,150,150,HS28,16.443671480107394,2.6010614916488195
+immicro,fewshot,draw2,zs_cal,pc,l2,HS18,150,150,HS81,16.322108730839542,2.5244301167102607
+immicro,fewshot,draw2,zs_cal,pc,l2,HS19,150,150,HS11,17.65528777037104,3.3648466378392676
+immicro,fewshot,draw2,zs_cal,pc,l2,HS20,150,150,HS29,15.784551775360761,2.1855620929593487
+immicro,fewshot,draw2,zs_cal,pc,l2,HS21,150,150,HS74,15.90554595873186,2.2618350522921915
+immicro,fewshot,draw2,zs_cal,pc,l2,HS23,150,150,HS19,17.294210637149025,3.137228906714182
+immicro,fewshot,draw2,zs_cal,pc,l2,HS24,150,150,HS8,16.720952198745994,2.7758551915379917
+immicro,fewshot,draw2,zs_cal,pc,l2,HS26,150,150,HS97,16.153644108065556,2.4182324883296213
+immicro,fewshot,draw2,zs_cal,pc,l2,HS27,150,150,HS9,15.662341184849616,2.10852232839885
+immicro,fewshot,draw2,zs_cal,pc,l2,HS28,150,150,HS13,17.744622612027104,3.421162012304339
+immicro,fewshot,draw2,zs_cal,pc,l2,HS29,150,150,HS98,16.9939863729448,2.9479719320698026
+immicro,fewshot,draw2,zs_cal,pc,l2,HS30,150,150,HS111,15.696739988432704,2.130206829865703
+immicro,fewshot,draw2,zs_cal,pc,l2,HS31,150,150,HS105,16.23549369253338,2.4698292664026384
+immicro,fewshot,draw2,zs_cal,pc,l2,HS32,150,150,HS70,17.25667500704678,3.1135669957978513
+immicro,fewshot,draw2,zs_cal,pc,l2,HS34,150,150,HS66,16.745281618690793,2.791192101183886
+immicro,fewshot,draw2,zs_cal,pc,l2,HS35,150,150,HS101,17.440813237385175,3.229645036600404
+immicro,fewshot,draw2,zs_cal,pc,l2,HS36,150,150,HS8,17.015562877451234,2.9615734441831303
+immicro,fewshot,draw2,zs_cal,pc,l2,HS37,150,150,HS43,17.336965550095904,3.16418097701722
+immicro,fewshot,draw2,zs_cal,pc,l2,HS38,150,150,HS88,16.955387111245976,2.9236395233886148
+immicro,fewshot,draw2,zs_cal,pc,l2,HS39,150,150,HS6,16.774318904233304,2.809496780281783
+immicro,fewshot,draw2,zs_cal,pc,l2,HS40,150,150,HS75,16.146607420876517,2.4137966638886943
+immicro,fewshot,draw2,zs_cal,pc,l2,HS41,150,150,HS86,16.48034612547365,2.6241806504102554
+immicro,fewshot,draw2,zs_cal,pc,l2,HS42,150,150,HS26,15.284025558005773,1.8700377036236415
+immicro,fewshot,draw2,zs_cal,pc,l2,HS43,150,150,HS59,17.2413728554165,3.1039207437509937
+immicro,fewshot,draw2,zs_cal,pc,l2,HS45,150,150,HS86,16.34083192683822,2.5362329449719136
+immicro,fewshot,draw2,zs_cal,pc,l2,HS46,150,150,HS63,15.08044395359966,1.7417028448630567
+immicro,fewshot,draw2,zs_cal,pc,l2,HS47,150,150,HS73,15.47095718248763,1.9878766591410073
+immicro,fewshot,draw2,zs_cal,pc,l2,HS49,150,150,HS10,15.654810131101433,2.103774862526819
+immicro,fewshot,draw2,zs_cal,pc,l2,HS50,150,150,HS31,16.537794326784965,2.6603951542837505
+immicro,fewshot,draw2,zs_cal,pc,l2,HS51,150,150,HS37,14.676095956297374,1.4868077954046675
+immicro,fewshot,draw2,zs_cal,pc,l2,HS52,150,150,HS12,15.637164958583872,2.0926516044630397
+immicro,fewshot,draw2,zs_cal,pc,l2,HS53,150,150,HS98,15.956406830553503,2.2938970002305226
+immicro,fewshot,draw2,zs_cal,pc,l2,HS54,150,150,HS76,14.479012479430482,1.3625692609774473
+immicro,fewshot,draw2,zs_cal,pc,l2,HS56,150,150,HS31,15.083368241518423,1.743546273094819
+immicro,fewshot,draw2,zs_cal,pc,l2,HS57,150,150,HS77,15.936188304650969,2.2811515379201226
+immicro,fewshot,draw2,zs_cal,pc,l2,HS58,150,150,HS107,17.75471215096782,3.427522309732456
+immicro,fewshot,draw2,zs_cal,pc,l2,HS59,150,150,HS8,16.379988725287923,2.560916816646954
+immicro,fewshot,draw2,zs_cal,pc,l2,HS60,150,150,HS63,17.11388549216312,3.023554579015185
+immicro,fewshot,draw2,zs_cal,pc,l2,HS61,150,150,HS41,18.09579260089721,3.642534424876051
+immicro,fewshot,draw2,zs_cal,pc,l2,HS62,150,150,HS92,14.957975934712062,1.6645008012281324
+immicro,fewshot,draw2,zs_cal,pc,l2,HS63,150,150,HS96,16.725540646311686,2.7787476816133654
+immicro,fewshot,draw2,zs_cal,pc,l2,HS64,150,150,HS38,15.305752443479935,1.8837340136943284
+immicro,fewshot,draw2,zs_cal,pc,l2,HS65,150,150,HS30,15.527375934562096,2.0234422133080794
+immicro,fewshot,draw2,zs_cal,pc,l2,HS66,150,150,HS80,16.51428459263768,2.645574962547408
+immicro,fewshot,draw2,zs_cal,pc,l2,HS67,150,150,HS6,15.79930062192486,2.194859549604348
+immicro,fewshot,draw2,zs_cal,pc,l2,HS68,150,150,HS14,15.99845722474742,2.3204049522404606
+immicro,fewshot,draw2,zs_cal,pc,l2,HS69,150,150,HS12,17.313080827081468,3.14912439779664
+immicro,fewshot,draw2,zs_cal,pc,l2,HS70,150,150,HS72,16.20623759204717,2.4513866495722216
+immicro,fewshot,draw2,zs_cal,pc,l2,HS71,150,150,HS20,17.497076943804856,3.265112852259784
+immicro,fewshot,draw2,zs_cal,pc,l2,HS72,150,150,HS65,15.684063452998716,2.122215727775511
+immicro,fewshot,draw2,zs_cal,pc,l2,HS73,150,150,HS8,16.707504290419315,2.7673778272851446
+immicro,fewshot,draw2,zs_cal,pc,l2,HS74,150,150,HS29,16.76824446843639,2.8056675450111337
+immicro,fewshot,draw2,zs_cal,pc,l2,HS75,150,150,HS50,16.43938299081373,2.5983580908705215
+immicro,fewshot,draw2,zs_cal,pc,l2,HS76,150,150,HS29,15.1812556371064,1.8052530521717958
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+immicro,fewshot,draw2,zs_cal,pc,l2,HS78,150,150,HS60,15.514120317974355,2.015086066948319
+immicro,fewshot,draw2,zs_cal,pc,l2,HS79,150,150,HS28,17.684560805121123,3.3832999297813604
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+immicro,fewshot,draw2,zs_cal,pc,l2,HS81,150,150,HS12,16.010611986435197,2.3280671358106306
+immicro,fewshot,draw2,zs_cal,pc,l2,HS82,150,150,HS15,15.550744325211939,2.038173304175834
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+immicro,fewshot,draw2,zs_cal,pc,l2,HS84,150,150,HS21,15.47274023602927,1.9890006699527725
+immicro,fewshot,draw2,zs_cal,pc,l2,HS85,150,150,HS104,16.924680190302873,2.904282330612275
+immicro,fewshot,draw2,zs_cal,pc,l2,HS86,150,150,HS69,16.706693620297603,2.7668667927254416
+immicro,fewshot,draw2,zs_cal,pc,l2,HS87,150,150,HS54,17.090893222112435,3.009060589058932
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+immicro,fewshot,draw2,zs_cal,pc,l2,HS89,150,150,HS40,15.747960128996734,2.16249525555209
+immicro,fewshot,draw2,zs_cal,pc,l2,HS90,150,150,HS47,16.10636758299205,2.3884300600321384
+immicro,fewshot,draw2,zs_cal,pc,l2,HS92,150,150,HS29,16.51107290198756,2.6435503598473358
+immicro,fewshot,draw2,zs_cal,pc,l2,HS93,150,150,HS85,14.402617247927889,1.3144108270488606
+immicro,fewshot,draw2,zs_cal,pc,l2,HS94,150,150,HS63,15.369666710843672,1.924024630809954
+immicro,fewshot,draw2,zs_cal,pc,l2,HS95,150,150,HS42,15.251831717723869,1.8497431786954603
+immicro,fewshot,draw2,zs_cal,pc,l2,HS96,150,150,HS28,17.37584551737141,3.1886903383785965
+immicro,fewshot,draw2,zs_cal,pc,l2,HS97,150,150,HS18,17.40953817886083,3.2099296982221683
+immicro,fewshot,draw2,zs_cal,pc,l2,HS98,150,150,HS8,16.985859357406746,2.9428487806226773
+immicro,fewshot,draw2,zs_cal,pc,l2,HS100,150,150,HS13,17.536833207714903,3.2901746181724176
+immicro,fewshot,draw2,zs_cal,pc,l2,HS101,150,150,HS98,17.351498119024104,3.1733420954113383
+immicro,fewshot,draw2,zs_cal,pc,l2,HS102,150,150,HS38,16.45621506552198,2.6089687839959272
+immicro,fewshot,draw2,zs_cal,pc,l2,HS103,150,150,HS34,17.11693456051023,3.0254766669996043
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+immicro,fewshot,draw2,zs_cal,pc,l2,HS105,150,150,HS32,16.741349075747003,2.7887130837661114
+immicro,fewshot,draw2,zs_cal,pc,l2,HS106,150,150,HS83,16.88360098449817,2.878386601524558
+immicro,fewshot,draw2,zs_cal,pc,l2,HS107,150,150,HS74,14.722385017052988,1.5159877406731088
+immicro,fewshot,draw2,zs_cal,pc,l2,HS108,150,150,HS84,16.562013790147837,2.675662748912443
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+immicro,fewshot,draw2,zs_cal,all,sq,HS1,4384,1500,HS39,215.53866676804046,2.4665168312250856
+immicro,fewshot,draw2,zs_cal,all,sq,HS2,5144,1500,HS13,243.0825041839599,3.241896317943513
+immicro,fewshot,draw2,zs_cal,all,sq,HS3,4617,1500,HS58,210.9681048728187,2.3378521182144154
+immicro,fewshot,draw2,zs_cal,all,sq,HS4,4167,1500,HS43,263.1826424545305,3.80773014348725
+immicro,fewshot,draw2,zs_cal,all,sq,HS6,4222,1500,HS90,221.2488304611112,2.627262181502691
+immicro,fewshot,draw2,zs_cal,all,sq,HS7,4271,1500,HS16,210.15723269071356,2.315025463857548
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+immicro,fewshot,draw2,zs_cal,all,sq,HS9,3942,1500,HS41,203.96870050769843,2.140813685188197
+immicro,fewshot,draw2,zs_cal,all,sq,HS10,4115,1500,HS96,254.9215571355432,3.575174454254517
+immicro,fewshot,draw2,zs_cal,all,sq,HS11,2886,1500,HS27,246.5890822068883,3.3406090944713354
+immicro,fewshot,draw2,zs_cal,all,sq,HS12,5035,1500,HS93,217.12336242676153,2.511127191354277
+immicro,fewshot,draw2,zs_cal,all,sq,HS13,4792,1500,HS51,235.87841837521609,3.0390959502129506
+immicro,fewshot,draw2,zs_cal,all,sq,HS14,4235,1500,HS60,202.03387512336627,2.086346913157145
+immicro,fewshot,draw2,zs_cal,all,sq,HS15,4592,1500,HS83,249.89676312083387,3.4337227696123724
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+immicro,fewshot,draw2,zs_cal,all,sq,HS18,3348,1500,HS11,232.85998711665334,2.9541248677665175
+immicro,fewshot,draw2,zs_cal,all,sq,HS19,4133,1500,HS76,257.8254991491661,3.65692257939708
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+immicro,fewshot,draw2,zs_cal,all,sq,HS23,1680,1500,HS43,260.0963239228325,3.720847983865786
+immicro,fewshot,draw2,zs_cal,all,sq,HS24,1670,1500,HS97,248.1845107106658,3.3855215921627413
+immicro,fewshot,draw2,zs_cal,all,sq,HS26,3606,1500,HS57,224.49552630417477,2.718659081590059
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+immicro,fewshot,draw2,zs_cal,all,sq,HS29,4285,1500,HS82,239.52863178465438,3.1418521695837183
+immicro,fewshot,draw2,zs_cal,all,sq,HS30,6447,1500,HS2,198.4000665495803,1.9840525020978228
+immicro,fewshot,draw2,zs_cal,all,sq,HS31,4830,1500,HS29,223.17619858171867,2.6815190260195827
+immicro,fewshot,draw2,zs_cal,all,sq,HS32,1818,1500,HS40,253.09897244585898,3.523867341166076
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+immicro,fewshot,draw2,zs_pseudo,pc,l2,HS7,150,150,HS13,15.625434184104057,1.735636350254376
+immicro,fewshot,draw2,zs_pseudo,pc,l2,HS8,150,150,HS90,15.066013102656045,1.48130969763256
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+immicro,fewshot,draw2,zs_pseudo,pc,l2,HS10,150,150,HS20,16.747017281083437,2.245535751888714
+immicro,fewshot,draw2,zs_pseudo,pc,l2,HS11,150,150,HS32,16.626692058988223,2.19083293146185
+immicro,fewshot,draw2,zs_pseudo,pc,l2,HS12,150,150,HS11,15.497392474150518,1.67742542369407
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+immicro,fewshot,draw2,scsemi5,all,l2,HS105,4489,1500,HS16,18.6661081343216,2.992103859719822
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+immicro,fewshot,draw2,scsemi5,all,l2,HS107,4445,1500,HS42,18.003760146968144,2.774775030773882
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+immicro,fewshot,draw2,scsemi5,all,l2,HS110,4176,1500,HS107,17.166310731276127,2.4999921307140016
+immicro,fewshot,draw2,scsemi5,all,l2,HS111,4787,1500,HS20,17.746154447517583,2.690249756959599
diff --git a/paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw2/manifest.json b/paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw2/manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f251e250215fd9033856af93eb330a70ae95b5ef
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw2/manifest.json
@@ -0,0 +1,179 @@
+{
+ "schema": "paired_ft_extra_metrics.v1",
+ "dataset": "immicro",
+ "design": "fewshot",
+ "unit": "draw2",
+ "written_utc": "2026-10-01T17:16:17.689376+00:00",
+ "command": [
+  "tools/extra_metrics.py",
+  "--design",
+  "fewshot",
+  "--dataset",
+  "immicro",
+  "--draws",
+  "0,1,2,3,4",
+  "--threads",
+  "6",
+  "--fetch-dir",
+  "/tmp/claude-1000/-home-sj-server-1/c8102cb0-e04f-4e04-adda-0728604e4435/scratchpad/fetch"
+ ],
+ "threads": 6,
+ "donors": [
+  "HS1",
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+  "HS3",
+  "HS4",
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+  "HS11",
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+  "HS100",
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+  "HS108",
+  "HS109",
+  "HS110",
+  "HS111"
+ ],
+ "n_samples": 102,
+ "calls": {
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/fewshot_n5/draw2": {
+   "arms": [
+    "zs_raw",
+    "zs_cal",
+    "lora5",
+    "zs_pseudo"
+   ],
+   "summary_sha256": "2e1338430c46ede5cf96c9ace9007d5599163482e9bcfb542f5a6a4db318e057"
+  },
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/fewshot_n5/draw2_scsemi5": {
+   "arms": [
+    "scsemi5"
+   ],
+   "summary_sha256": "bb643949fd13b795b38d6684981a333271f9fe8162ee9833f2c11982657cdbf3"
+  }
+ },
+ "reference_sha256": "c5e2547be3ec3b12cb0c0b404a49e14a046ae59d40be70427f98f083a76bce17",
+ "bandwidth_m": 21.532005871800457,
+ "params": {
+  "seed": 20261001,
+  "ks": [
+   3,
+   5,
+   10
+  ],
+  "knn_c2st_k": 5,
+  "rf_trees": 300,
+  "cv_folds": 5,
+  "bw_multiples": [
+   0.5,
+   1.0,
+   2.0
+  ],
+  "bw_max_cells": 4000,
+  "en_pcs": 100,
+  "en_lb_max_queries_all_cells": 20000,
+  "en_all_cells": true
+ },
+ "n_representative_rows": 5,
+ "fetched_from_server2": [
+  "/tmp/claude-1000/-home-sj-server-1/c8102cb0-e04f-4e04-adda-0728604e4435/scratchpad/fetch/generated/immicro/fewshot_n5/draw2/scsemi5__raw.npz"
+ ],
+ "code_sha256": {
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/extra_metrics.py": "4e69c029476c108d843265cbc4a9098eab9c7998cb74ae715ce8251287457fef",
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/ft_common.py": "4a6366b0f22208cd58714fc0261b8840c643b9d4569704d560cfd93534cbc747",
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py": "ec5f40b4cea6d5062d0138f3b934abb6465e34cbfeac869c8a0906924c033aec",
+  "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/utility_studies_final6k_20260925/umap/cell_immicro_5arm/tools/stage_b_embed.py": "d056cfdf38fb0e5f478756f370174e993b75d0c973c48e02e21749175a4ca2da"
+ },
+ "seconds": 1421.0,
+ "max_abs_diff_k10_pooled": 0.0,
+ "extra_metrics_py_sha256_ran": "4e69c029476c108d843265cbc4a9098eab9c7998cb74ae715ce8251287457fef",
+ "code_sha256_note": "code_sha256 was hashed when the unit finished; extra_metrics_py_sha256_ran is the file the process loaded at start (scores_extra/_code/). v1-v3 differ only in the collector and the per-unit lock; metric code identical (scores_extra/_code/README.md)"
+}
diff --git a/paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw2/metrics.csv b/paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw2/metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365228e5e6f886ca2ea98f42a81aa56783a4663b
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261001T200638Z-extra-realism-metrics/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/immicro/fewshot_n5/draw2/metrics.csv
@@ -0,0 +1,25 @@
+dataset,design,unit,label,set,real_side,mode,n_real,n_gen,precision_k3,coverage_k3,density_k3,expected_coverage_identical_k3,precision_k5,coverage_k5,density_k5,expected_coverage_identical_k5,precision_k10,coverage_k10,density_k10,expected_coverage_identical_k10,c2st_knn_auc,c2st_knn_auc_sd,c2st_rf_auc,c2st_rf_auc_sd,nn1_acc,nn1_acc_real,nn1_acc_gen,mmd2_bw0.5,mmd2_bw1,mmd2_bw2,mmd2_sum,mmd_bandwidth_m,seconds
+immicro,fewshot,draw2,Real vs real control (held-out real cells),real_R2,R1,raw,15300,15300,0.8337254901960784,0.9313725490196079,1.445751633986928,0.8750245102043823,0.9057516339869282,0.9879738562091503,1.4236601307189543,0.9687653176260699,0.964640522875817,0.9998039215686274,1.4017516339869283,0.9990251917843544,0.5065257913622967,0.009579052636669465,0.5847212930924004,0.007928162709312857,0.49879084967320264,0.3971895424836601,0.600392156862745,0.0001911712675242705,3.313120935977132e-05,2.165293853106931e-06,0.00022646777073714874,21.532005871800457,50.8
+immicro,fewshot,draw2,Real vs real control (held-out real cells),real_R2,R1,dm,15300,15300,0.8320915032679739,0.9296078431372549,1.42400871459695,0.8750245102043823,0.9041830065359477,0.9864705882352941,1.4074509803921569,0.9687653176260699,0.9622875816993464,0.9995424836601308,1.3853006535947712,0.9990251917843544,0.5069841407151096,0.009831415902411838,0.5803724849416891,0.005369509683717105,0.4965032679738562,0.3988888888888889,0.5941176470588235,0.0001791862749193074,3.069605367933548e-05,1.2900576691343701e-06,0.00021117238626777723,21.532005871800457,49.4
+immicro,fewshot,draw2,Real vs real control (out-of-sample: R2 vs R3),real_R3,R2,raw,15300,15300,,,,,,,,,,,,,0.4999127685932761,0.0057998691062581325,0.49767822205134776,0.008961919952505676,0.4961111111111111,0.4930718954248366,0.49915032679738564,-2.0702268706207505e-05,-2.3857403636862173e-05,-9.624189674761752e-06,-5.418386201783143e-05,21.532005871800457,41.5
+immicro,fewshot,draw2,Real vs real control (out-of-sample: R2 vs R3),real_R3,R2,dm,15300,15300,,,,,,,,,,,,,0.5008786791405015,0.0039005971149413876,0.4976683326925542,0.006732669578893989,0.49627450980392157,0.49130718954248365,0.5012418300653595,-2.6367965636153734e-05,-2.753616472372933e-05,-1.0910831819588296e-05,-6.481496217947136e-05,21.532005871800457,42.1
+immicro,fewshot,draw2,"Zero-shot, real bulk",zs_raw,R1,raw,15300,15300,0.3835294117647059,0.08320261437908497,0.2267755991285403,0.8750245102043823,0.516797385620915,0.11784313725490196,0.22771241830065359,0.9687653176260699,0.668235294117647,0.18490196078431373,0.2204575163398693,0.9990251917843544,0.9953295954547396,0.0002097578304146986,0.9981438015293265,0.00029637809998492293,0.9785294117647059,0.9615032679738562,0.9955555555555555,0.09961764596910858,0.10130198595863527,0.04129335548887014,0.24221298741661398,21.532005871800457,36.2
+immicro,fewshot,draw2,"Zero-shot, real bulk",zs_raw,R1,dm,15300,15300,0.38601307189542483,0.09542483660130718,0.2310457516339869,0.8750245102043823,0.5104575163398692,0.13359477124183006,0.22716339869281046,0.9687653176260699,0.6630718954248366,0.2084967320261438,0.2195359477124183,0.9990251917843544,0.9947149386987911,0.0005060754536189512,0.9979283181682259,0.00040408963027108516,0.9756862745098039,0.9568627450980393,0.9945098039215686,0.09226313714571441,0.09567168328980569,0.03907064679812278,0.22700546723364287,21.532005871800457,34.8
+immicro,fewshot,draw2,"Zero-shot, real bulk",zs_raw,R2,raw,15300,15300,,,,,,,,,,,,,0.9967995215515402,0.0011425884307217956,0.9983254731086333,0.00034372851478731137,0.9815359477124183,0.970392156862745,0.9926797385620915,0.1053934686185039,0.1033379561329073,0.0416693287830987,0.2504007535345099,21.532005871800457,35.7
+immicro,fewshot,draw2,"Zero-shot, real bulk",zs_raw,R2,dm,15300,15300,,,,,,,,,,,,,0.9962950360972276,0.000936374244965146,0.9982059037122474,0.00029237281213375044,0.9787254901960785,0.9662091503267974,0.9912418300653595,0.09634479776893068,0.0971821047271143,0.039359343152473025,0.232886245648518,21.532005871800457,32.0
+immicro,fewshot,draw2,Zero-shot + calibration,zs_cal,R1,raw,15300,15300,0.6970588235294117,0.3515032679738562,1.0785185185185184,0.8750245102043823,0.7998692810457516,0.43209150326797385,1.0921437908496732,0.9687653176260699,0.8967320261437909,0.5460130718954248,1.0944117647058822,0.9990251917843544,0.9654481930026912,0.0031261406643006127,0.9852849651843307,0.0007461037926266093,0.8926797385620915,0.8011111111111111,0.9842483660130719,0.05577011360674261,0.03851775370730515,0.014071516250651728,0.10835938356469949,21.532005871800457,36.3
+immicro,fewshot,draw2,Zero-shot + calibration,zs_cal,R1,dm,15300,15300,0.7942483660130719,0.5492156862745098,1.9475599128540306,0.8750245102043823,0.8708496732026144,0.6545751633986928,1.9531372549019608,0.9687653176260699,0.9366013071895425,0.7792156862745098,1.9364248366013073,0.9990251917843544,0.9353544470075612,0.004374761233194463,0.9754211841599385,0.002560058821724799,0.8286274509803921,0.678562091503268,0.9786928104575163,0.041126559951732033,0.02531331245087909,0.008765775858422975,0.0752056482610341,21.532005871800457,36.2
+immicro,fewshot,draw2,Zero-shot + calibration,zs_cal,R2,raw,15300,15300,,,,,,,,,,,,,0.9717620466487249,0.0008303738132152279,0.9852459630911188,0.0007945055513854533,0.9065686274509804,0.8373202614379085,0.9758169934640523,0.0552559493321787,0.03880201809495731,0.014310315143226449,0.10836828257036246,21.532005871800457,31.3
+immicro,fewshot,draw2,Zero-shot + calibration,zs_cal,R2,dm,15300,15300,,,,,,,,,,,,,0.9424009996155324,0.003320301492403363,0.9747008415566663,0.0014442168695111698,0.8409803921568627,0.7081045751633986,0.9738562091503268,0.04006067589106466,0.025286106308983758,0.008842264675013034,0.07418904687506145,21.532005871800457,34.4
+immicro,fewshot,draw2,"LoRA, 5 donors",lora5,R1,raw,15300,15300,0.7756209150326797,0.5463398692810457,1.2853376906318081,0.8750245102043823,0.8677777777777778,0.6584313725490196,1.315751633986928,0.9687653176260699,0.9458823529411765,0.7860784313725491,1.3478627450980392,0.9990251917843544,0.9406819492502884,0.0036402984890322194,0.9633925306506044,0.0011835492939761094,0.8308823529411765,0.6941830065359477,0.9675816993464053,0.035165676995101036,0.021699726640359795,0.007396136815021936,0.06426154045048277,21.532005871800457,41.8
+immicro,fewshot,draw2,"LoRA, 5 donors",lora5,R1,dm,15300,15300,0.8871895424836601,0.817843137254902,2.839433551198257,0.8750245102043823,0.9367973856209151,0.9061437908496732,2.8028235294117647,0.9687653176260699,0.9760130718954249,0.9693464052287581,2.770986928104575,0.9990251917843544,0.8670796381733521,0.004130921016867579,0.9376918706480414,0.0039261831545737745,0.7176143790849673,0.46980392156862744,0.9654248366013072,0.019892070857278232,0.010373950628393525,0.003287693814153947,0.033553715299825704,21.532005871800457,41.1
+immicro,fewshot,draw2,"LoRA, 5 donors",lora5,R2,raw,15300,15300,,,,,,,,,,,,,0.9474463454227007,0.003019607138822294,0.9592497330086719,0.0012210374494587227,0.8447712418300654,0.744313725490196,0.9452287581699347,0.03390471991602345,0.021758493397288303,0.007587792836989404,0.06325100615030116,21.532005871800457,30.1
+immicro,fewshot,draw2,"LoRA, 5 donors",lora5,R2,dm,15300,15300,,,,,,,,,,,,,0.8744970524157376,0.0020879450935514547,0.9314083899354948,0.0016372431183262774,0.727875816993464,0.5060130718954249,0.9497385620915033,0.018576290750197177,0.010312091418211322,0.0033669722485827336,0.03225535441699123,21.532005871800457,32.3
+immicro,fewshot,draw2,"Zero-shot, sc pseudobulk input (reference)",zs_pseudo,R1,raw,15300,15300,0.7860784313725491,0.3552941176470588,1.601677559912854,0.8750245102043823,0.8660130718954249,0.4296732026143791,1.616888888888889,0.9687653176260699,0.937124183006536,0.5312418300653595,1.605483660130719,0.9990251917843544,0.959030618565509,0.004726693886788642,0.9895108932461874,0.0012816448330930856,0.890686274509804,0.7916339869281046,0.9897385620915032,0.07415428928568624,0.04483770044740698,0.015644372335068768,0.13463636206816199,21.532005871800457,38.2
+immicro,fewshot,draw2,"Zero-shot, sc pseudobulk input (reference)",zs_pseudo,R1,dm,15300,15300,0.8697385620915032,0.5362745098039216,2.914052287581699,0.8750245102043823,0.9230065359477124,0.6325490196078432,2.910549019607843,0.9687653176260699,0.9648366013071895,0.7510457516339869,2.8254117647058825,0.9990251917843544,0.9280735187321116,0.0030483016474034132,0.9830748857277115,0.002370353311551338,0.8326143790849673,0.6788888888888889,0.9863398692810458,0.0573355412731989,0.03057137635852869,0.010055393238012966,0.09796231086974055,21.532005871800457,38.4
+immicro,fewshot,draw2,"Zero-shot, sc pseudobulk input (reference)",zs_pseudo,R2,raw,15300,15300,,,,,,,,,,,,,0.967460058097313,0.0010017120533640555,0.9894083365372293,0.0009695114935673623,0.9061764705882352,0.8273856209150326,0.984967320261438,0.07221651312484423,0.04472589465288479,0.01581241169878389,0.1327548194765129,21.532005871800457,32.1
+immicro,fewshot,draw2,"Zero-shot, sc pseudobulk input (reference)",zs_pseudo,R2,dm,15300,15300,,,,,,,,,,,,,0.936410536545773,0.002159309712412964,0.9821962599854757,0.0006559633783155023,0.8430065359477125,0.7044444444444444,0.9815686274509804,0.055036615956683965,0.030172803421152805,0.01005158422376451,0.09526100360160128,21.532005871800457,34.2
+immicro,fewshot,draw2,"scSemiProfiler, 5 donors",scsemi5,R1,raw,15300,15300,0.26973856209150326,0.0196078431372549,0.12283224400871462,0.8750245102043823,0.3826143790849673,0.02522875816993464,0.12190849673202615,0.9687653176260699,0.5677777777777778,0.03607843137254902,0.11969934640522877,0.9990251917843544,0.9978607052842925,0.0006014362787774587,0.9999441667734631,2.0588324374107137e-05,0.9945424836601308,0.9895424836601308,0.9995424836601308,0.23605686492642414,0.18152235498034264,0.06640411262271173,0.4839833325294785,21.532005871800457,34.4
+immicro,fewshot,draw2,"scSemiProfiler, 5 donors",scsemi5,R1,dm,15300,15300,0.6416339869281046,0.16058823529411764,0.7917864923747276,0.8750245102043823,0.7334640522875817,0.20869281045751634,0.785202614379085,0.9687653176260699,0.8305882352941176,0.29398692810457516,0.7787908496732026,0.9990251917843544,0.9855637041308899,0.0011068001765723854,0.9996596501345636,7.19715464719823e-05,0.9591176470588235,0.9187581699346405,0.9994771241830065,0.12889986718495838,0.08618255887771564,0.02915474633860282,0.24423717240127685,21.532005871800457,37.8
+immicro,fewshot,draw2,"scSemiProfiler, 5 donors",scsemi5,R2,raw,15300,15300,,,,,,,,,,,,,0.9986795356486822,0.0006903487786986638,0.999949463881413,2.3571073516880373e-05,0.9960130718954249,0.9926143790849673,0.9994117647058823,0.24065012316251777,0.18299804543042186,0.06685466312441446,0.4905028317173541,21.532005871800457,34.0
+immicro,fewshot,draw2,"scSemiProfiler, 5 donors",scsemi5,R2,dm,15300,15300,,,,,,,,,,,,,0.9866472190183263,0.001329210714190718,0.9996278247682515,7.173342423822354e-05,0.961078431372549,0.9224183006535948,0.9997385620915032,0.12845184366105927,0.08587271803811758,0.029050767954107215,0.24337532965328407,21.532005871800457,34.7