family,task,session,n_checkpoints,rsa_mean,rsa_sd,rsa_min,rsa_max,ceiling,seed_null_sd,frac_of_ceiling_max,mean_in_seed_sd babylm-gpt2,Orth,ses-11,9,-0.007574062710693689,0.01264066302045783,-0.0300071645783118,0.0032774731857575,0.5084388064201123,,0.006446150735098282, babylm-gpt2,Orth,ses-11+,9,-0.008569479828527122,0.00934130042299664,-0.0265949781241003,0.0014256572292676,0.5524021094033167,,0.002580832341150072, babylm-gpt2,Phon,ses-11,9,-0.007574062710693689,0.01264066302045783,-0.0300071645783118,0.0032774731857575,0.5084388064201123,,0.006446150735098282, babylm-gpt2,Phon,ses-11+,9,-0.008569479828527122,0.00934130042299664,-0.0265949781241003,0.0014256572292676,0.5524021094033167,,0.002580832341150072, babylm-gpt2,Sem,ses-11,9,0.01549776886151908,0.0072940396027328614,0.0100271547838127,0.0335441334233375,0.2928003726977072,,0.1145631513863171, babylm-gpt2,Sem,ses-11+,9,-0.0020112151220054667,0.005024402810343052,-0.0083541383447645,0.0072108836043244,0.3707444628758539,,0.019449740525832235, babylm-gpt2,SemLocal,ses-11,9,0.03179434116631349,0.011156688269012003,0.019782264476401,0.0493708228926988,0.2354269519469594,,0.20970760775011782, babylm-gpt2,SemLocal,ses-11+,9,-0.012708200739525935,0.007138801186697761,-0.0268036348817157,-0.002861852398551,0.2654938372739004,,-0.010779355287251095, babylm-gpt2-3,Orth,ses-11,9,-0.050266854614069295,0.012223889496876495,-0.0598614149428743,-0.019372429543291,0.5084388064201123,,-0.038101791796128104, babylm-gpt2-3,Orth,ses-11+,9,-0.056451666176534646,0.009560698310612379,-0.0648524788553287,-0.034374996337752,0.5524021094033167,,-0.06222821338405556, babylm-gpt2-3,Phon,ses-11,9,-0.050266854614069295,0.012223889496876495,-0.0598614149428743,-0.019372429543291,0.5084388064201123,,-0.038101791796128104, babylm-gpt2-3,Phon,ses-11+,9,-0.056451666176534646,0.009560698310612379,-0.0648524788553287,-0.034374996337752,0.5524021094033167,,-0.06222821338405556, babylm-gpt2-3,Sem,ses-11,9,0.013760242703289289,0.00589825706745033,0.0025202626246727,0.0190127358386213,0.2928003726977072,,0.06493412444611339, babylm-gpt2-3,Sem,ses-11+,9,-0.0053713430752366,0.004360070443887446,-0.0148496747086145,-0.0012728576975233,0.3707444628758539,,-0.0034332480319457246, babylm-gpt2-3,SemLocal,ses-11,9,-0.0007062565608056332,0.007522257690428195,-0.0097281443809881,0.013404049807631,0.2354269519469594,,0.05693506922967286, babylm-gpt2-3,SemLocal,ses-11+,9,-0.004912416447960189,0.0027836667632976583,-0.0088776042794956,-0.0007593976663088,0.2654938372739004,,-0.0028603212568183147, babylm-gpt2-5,Orth,ses-11,9,-0.05025820384121585,0.012407080984403775,-0.0584785875691841,-0.0191329685792146,0.5084388064201123,,-0.037630818768395566, babylm-gpt2-5,Orth,ses-11+,9,-0.055088397903391075,0.009105905769266835,-0.0635668325774576,-0.0347008371232542,0.5524021094033167,,-0.06281807497211894, babylm-gpt2-5,Phon,ses-11,9,-0.05025820384121585,0.012407080984403775,-0.0584785875691841,-0.0191329685792146,0.5084388064201123,,-0.037630818768395566, babylm-gpt2-5,Phon,ses-11+,9,-0.055088397903391075,0.009105905769266835,-0.0635668325774576,-0.0347008371232542,0.5524021094033167,,-0.06281807497211894, babylm-gpt2-5,Sem,ses-11,9,0.014110509636095577,0.006113902104129929,0.0041805544750817,0.0201771186996115,0.2928003726977072,,0.06891083680567153, babylm-gpt2-5,Sem,ses-11+,9,-0.0063922997815733995,0.0034472014905092495,-0.0144425202100217,-0.0030959929507201,0.3707444628758539,,-0.008350746297610418, babylm-gpt2-5,SemLocal,ses-11,9,-0.00036483450333597774,0.007766253709284438,-0.0116683470173514,0.0166459480176925,0.2354269519469594,,0.07070536266146264, babylm-gpt2-5,SemLocal,ses-11+,9,-0.005937159193051055,0.0045256973985409845,-0.0112610947583509,0.0010709006208671,0.2654938372739004,,0.004033617623155186, babylm-gpt2-7,Orth,ses-11,9,-0.049384128228919105,0.011297324839200108,-0.0578420667872484,-0.0201187781520244,0.5084388064201123,,-0.03956971399110845, babylm-gpt2-7,Orth,ses-11+,9,-0.05567709891977102,0.007849330017188842,-0.0620383599273684,-0.0358065718863012,0.5524021094033167,,-0.06481975951355086, babylm-gpt2-7,Phon,ses-11,9,-0.049384128228919105,0.011297324839200108,-0.0578420667872484,-0.0201187781520244,0.5084388064201123,,-0.03956971399110845, babylm-gpt2-7,Phon,ses-11+,9,-0.05567709891977102,0.007849330017188842,-0.0620383599273684,-0.0358065718863012,0.5524021094033167,,-0.06481975951355086, babylm-gpt2-7,Sem,ses-11,9,0.012344236637323178,0.007844323389044481,-0.0024427573974462,0.0205810243211931,0.2928003726977072,,0.07029029413989629, babylm-gpt2-7,Sem,ses-11+,9,-0.006568867292340389,0.005062028773528881,-0.0179472522144795,-0.000949545928117,0.3707444628758539,,-0.0025611870795086197, babylm-gpt2-7,SemLocal,ses-11,9,0.0019054286234409554,0.0072477429557822855,-0.0056442342121629,0.0170191545931715,0.2354269519469594,,0.07229059567065133, babylm-gpt2-7,SemLocal,ses-11+,9,-0.002892613167836211,0.0053139883766554616,-0.0107353347591161,0.0056477039957241,0.2654938372739004,,0.021272448557431364, beetle-fineweb3-eng,Orth,ses-11,19,-0.009077355036490695,0.013670003199793848,-0.0375637630751554,0.0185963456957671,0.5084388064201123,,0.0365753861840383, beetle-fineweb3-eng,Orth,ses-11+,19,-0.006273807275353342,0.011226457445088175,-0.0222306530105984,0.0173536010313862,0.5524021094033167,,0.0314147986330662, beetle-fineweb3-eng,Phon,ses-11,19,-0.009077355036490695,0.013670003199793848,-0.0375637630751554,0.0185963456957671,0.5084388064201123,,0.0365753861840383, beetle-fineweb3-eng,Phon,ses-11+,19,-0.006273807275353342,0.011226457445088175,-0.0222306530105984,0.0173536010313862,0.5524021094033167,,0.0314147986330662, beetle-fineweb3-eng,Sem,ses-11,19,0.008410597979172778,0.00957538666389382,-0.0208430975256215,0.0262522197650359,0.2928003726977072,,0.08965910638419576, beetle-fineweb3-eng,Sem,ses-11+,19,-0.009087979626340238,0.013086833100268237,-0.0293325353211803,0.0247538859786671,0.3707444628758539,,0.06676805308608505, beetle-fineweb3-eng,SemLocal,ses-11,19,-0.017026103841364243,0.03405709500826012,-0.0520253828964686,0.0576127879065451,0.2354269519469594,,0.24471619510889728, beetle-fineweb3-eng,SemLocal,ses-11+,19,-0.007758287306526036,0.014569109646105218,-0.0306401536630856,0.0219278030512724,0.2654938372739004,,0.08259251241545873, beetle-humanscale-eng,Orth,ses-11,18,-0.0033536617172344224,0.009181916027305838,-0.0186824215268817,0.0147367582737968,0.5084388064201123,,0.02898433024331374, beetle-humanscale-eng,Orth,ses-11+,18,0.008298104451891549,0.015846823885351507,-0.0336354658697459,0.0223085912159794,0.5524021094033167,,0.04038469592390998, beetle-humanscale-eng,Phon,ses-11,18,-0.0033536617172344224,0.009181916027305838,-0.0186824215268817,0.0147367582737968,0.5084388064201123,,0.02898433024331374, beetle-humanscale-eng,Phon,ses-11+,18,0.008298104451891549,0.015846823885351507,-0.0336354658697459,0.0223085912159794,0.5524021094033167,,0.04038469592390998, beetle-humanscale-eng,Sem,ses-11,18,-0.003784625246194761,0.02564364160483864,-0.0259207861624112,0.0401384820711232,0.2928003726977072,,0.1370848052593258, beetle-humanscale-eng,Sem,ses-11+,18,-0.011749201167722984,0.02004407758092559,-0.030152064367605,0.0226107208895544,0.3707444628758539,,0.06098734614716483, beetle-humanscale-eng,SemLocal,ses-11,18,-0.014386422175628069,0.021681408247939328,-0.0321215505815599,0.037154868781063,0.2354269519469594,,0.1578190962156016, beetle-humanscale-eng,SemLocal,ses-11+,18,-0.007271198537691429,0.020301261982800932,-0.024798242119022,0.0293818930908348,0.2654938372739004,,0.11066883281559023, pico-decoder-large,Orth,ses-11,21,-0.0017724869481266854,0.014611803728826108,-0.0214467080647472,0.031489627244372,0.5084388064201123,,0.06193395713849738, pico-decoder-large,Orth,ses-11+,21,-0.011250151758764895,0.018755441118026447,-0.0370726720427661,0.0361595434906877,0.5524021094033167,,0.06545873535809962, pico-decoder-large,Phon,ses-11,21,-0.0017724869481266854,0.014611803728826108,-0.0214467080647472,0.031489627244372,0.5084388064201123,,0.06193395713849738, pico-decoder-large,Phon,ses-11+,21,-0.011250151758764895,0.018755441118026447,-0.0370726720427661,0.0361595434906877,0.5524021094033167,,0.06545873535809962, pico-decoder-large,Sem,ses-11,21,0.006371337285619029,0.016303924772314387,-0.0150652546936508,0.0464028803461341,0.2928003726977072,,0.15847958087827074, pico-decoder-large,Sem,ses-11+,21,-0.007849832530546521,0.015446805534604416,-0.0256558629145794,0.0272467656220276,0.3707444628758539,,0.07349203656522674, pico-decoder-large,SemLocal,ses-11,21,0.029206401272345993,0.017630184353563005,-0.0126730792837517,0.0676858287735221,0.2354269519469594,,0.2875024639862449, pico-decoder-large,SemLocal,ses-11+,21,0.007237073491746139,0.019713556481724362,-0.0201481468822422,0.063194139607469,0.2654938372739004,,0.23802488320010942, pico-decoder-medium,Orth,ses-11,21,-0.003540305298847233,0.016249361642150014,-0.0319817554127316,0.0308350032192725,0.5084388064201123,,0.06064643931563749, pico-decoder-medium,Orth,ses-11+,21,-0.008751386866602295,0.015337205887028537,-0.0315853231918554,0.0241211907770777,0.5524021094033167,,0.04366600048492297, pico-decoder-medium,Phon,ses-11,21,-0.003540305298847233,0.016249361642150014,-0.0319817554127316,0.0308350032192725,0.5084388064201123,,0.06064643931563749, pico-decoder-medium,Phon,ses-11+,21,-0.008751386866602295,0.015337205887028537,-0.0315853231918554,0.0241211907770777,0.5524021094033167,,0.04366600048492297, pico-decoder-medium,Sem,ses-11,21,0.00506010885210129,0.01339965473810258,-0.0302150024667858,0.0301131022765203,0.2928003726977072,,0.10284516375124171, pico-decoder-medium,Sem,ses-11+,21,-0.006628632288903187,0.016821790633038552,-0.0254101699142196,0.0315452383074103,0.3707444628758539,,0.08508620213155664, pico-decoder-medium,SemLocal,ses-11,21,0.02613317475542568,0.025794532325005688,-0.0439258629489672,0.077592804963165,0.2354269519469594,,0.32958335620233614, pico-decoder-medium,SemLocal,ses-11+,21,0.003645436228001467,0.015985016573938814,-0.029168137701613,0.0315844949736715,0.2654938372739004,,0.11896507767555795, pico-decoder-small,Orth,ses-11,21,-0.011096516910436243,0.0126646940645436,-0.0301339175276209,0.0158893641158259,0.5084388064201123,,0.0312512812066844, pico-decoder-small,Orth,ses-11+,21,-0.01402735473900808,0.013118136928743272,-0.0319306304943069,0.0081397579686852,0.5524021094033167,,0.014735204355894751, pico-decoder-small,Phon,ses-11,21,-0.011096516910436243,0.0126646940645436,-0.0301339175276209,0.0158893641158259,0.5084388064201123,,0.0312512812066844, pico-decoder-small,Phon,ses-11+,21,-0.01402735473900808,0.013118136928743272,-0.0319306304943069,0.0081397579686852,0.5524021094033167,,0.014735204355894751, pico-decoder-small,Sem,ses-11,21,0.015561356923171238,0.017340778479053784,-0.0117350005354251,0.0498180637856457,0.2928003726977072,,0.1701434438988192, pico-decoder-small,Sem,ses-11+,21,0.004594154987120895,0.01578920324698742,-0.0233383198672914,0.0346146595977972,0.3707444628758539,,0.09336527733763655, pico-decoder-small,SemLocal,ses-11,21,0.04717480822374867,0.021947707911696125,-0.005790834657857,0.0913037090514747,0.2354269519469594,,0.38782182029882883, pico-decoder-small,SemLocal,ses-11+,21,0.020218851635320417,0.019763999239651487,-0.0279518740518398,0.0660902717954203,0.2654938372739004,,0.24893335556876733, pico-decoder-tiny,Orth,ses-11,20,0.002506796284304895,0.01387393434070359,-0.0246951025902882,0.0317562254817481,0.5084388064201123,,0.06245830389175408, pico-decoder-tiny,Orth,ses-11+,20,0.005182875350752221,0.021269069378949648,-0.0357046437577661,0.0504421828892733,0.5524021094033167,,0.09131424741255784, pico-decoder-tiny,Phon,ses-11,20,0.002506796284304895,0.01387393434070359,-0.0246951025902882,0.0317562254817481,0.5084388064201123,,0.06245830389175408, pico-decoder-tiny,Phon,ses-11+,20,0.005182875350752221,0.021269069378949648,-0.0357046437577661,0.0504421828892733,0.5524021094033167,,0.09131424741255784, pico-decoder-tiny,Sem,ses-11,20,0.0035135775949162546,0.006879163061614102,-0.0055383055229353,0.0187053608852907,0.2928003726977072,,0.06388434793627287, pico-decoder-tiny,Sem,ses-11+,20,0.007077860882604874,0.008629196539173139,-0.0114441875967986,0.0197982145556006,0.3707444628758539,,0.05340124138881653, pico-decoder-tiny,SemLocal,ses-11,20,0.03269373670289055,0.0264485673922674,-0.0256449947218321,0.0698415425931985,0.2354269519469594,,0.2966590783918974, pico-decoder-tiny,SemLocal,ses-11+,20,0.012186402842941644,0.024428202128116118,-0.0230160943945671,0.0477242893594814,0.2654938372739004,,0.17975667476697763, pythia-1.4b-full,Orth,ses-11,21,-0.008923850938207557,0.017155285349854443,-0.0445328839696748,0.0148398697118281,0.5084388064201123,,0.02918713033789602, pythia-1.4b-full,Orth,ses-11+,21,-0.015658714097762056,0.019523553637392246,-0.0478265252129804,0.0104859351947177,0.5524021094033167,,0.0189824314864478, pythia-1.4b-full,Phon,ses-11,21,-0.008923850938207557,0.017155285349854443,-0.0445328839696748,0.0148398697118281,0.5084388064201123,,0.02918713033789602, pythia-1.4b-full,Phon,ses-11+,21,-0.015658714097762056,0.019523553637392246,-0.0478265252129804,0.0104859351947177,0.5524021094033167,,0.0189824314864478, pythia-1.4b-full,Sem,ses-11,21,-0.007493946270033943,0.022893636019386224,-0.046729856354399,0.0302038415933372,0.2928003726977072,,0.10315506539508484, pythia-1.4b-full,Sem,ses-11+,21,-0.01768127266499121,0.011600646416451256,-0.027719216009112,0.0222920269665702,0.3707444628758539,,0.06012774079928693, pythia-1.4b-full,SemLocal,ses-11,21,0.00861027646725001,0.02388886027403749,-0.0395743028732433,0.0479830516039087,0.2354269519469594,,0.2038129076008216, pythia-1.4b-full,SemLocal,ses-11+,21,-0.01186784623445879,0.015835382195436693,-0.0466876685280146,0.0196056399517467,0.2654938372739004,,0.07384593236912038, pythia-160m-full,Orth,ses-11,21,-0.015437404167245686,0.011709902330557086,-0.0331026975378842,0.0128951102996445,0.5084388064201123,,0.025362167751195493, pythia-160m-full,Orth,ses-11+,21,-0.014553500726130344,0.017908182546352926,-0.0437795514303274,0.0134458551909475,0.5524021094033167,,0.02434070211185687, pythia-160m-full,Phon,ses-11,21,-0.015437404167245686,0.011709902330557086,-0.0331026975378842,0.0128951102996445,0.5084388064201123,,0.025362167751195493, pythia-160m-full,Phon,ses-11+,21,-0.014553500726130344,0.017908182546352926,-0.0437795514303274,0.0134458551909475,0.5524021094033167,,0.02434070211185687, pythia-160m-full,Sem,ses-11,21,-0.00449299695929959,0.019167291741696495,-0.0365177613486836,0.0195485605266883,0.2928003726977072,,0.06676412446670829, pythia-160m-full,Sem,ses-11+,21,-0.01953620188627759,0.017479434970379716,-0.0403518523023861,0.0124883770993752,0.3707444628758539,,0.033684595051004206, pythia-160m-full,SemLocal,ses-11,21,0.012764711032073342,0.028738727429325418,-0.0263493524238428,0.0573369359329631,0.2354269519469594,,0.24354448570476692, pythia-160m-full,SemLocal,ses-11+,21,-0.005585863813040862,0.01999116217546693,-0.0356323862808537,0.0250679738960574,0.2654938372739004,,0.09442017243585084, pythia-1b-full,Orth,ses-11,21,-0.0031985443692308093,0.017908764418437327,-0.0360895325730313,0.0332612977119596,0.5084388064201123,,0.06541848751898077, pythia-1b-full,Orth,ses-11+,21,-0.005638664207724576,0.025618685855632702,-0.0494336711124671,0.0299226149000544,0.5524021094033167,,0.05416817638943422, pythia-1b-full,Phon,ses-11,21,-0.0031985443692308093,0.017908764418437327,-0.0360895325730313,0.0332612977119596,0.5084388064201123,,0.06541848751898077, pythia-1b-full,Phon,ses-11+,21,-0.005638664207724576,0.025618685855632702,-0.0494336711124671,0.0299226149000544,0.5524021094033167,,0.05416817638943422, pythia-1b-full,Sem,ses-11,21,-0.0007401257065802807,0.012022834079012414,-0.0178840015159845,0.0230811929182199,0.2928003726977072,,0.07882911044669118, pythia-1b-full,Sem,ses-11+,21,-0.01749492572906433,0.012210920389535173,-0.027341636998746,0.0261404479040109,0.3707444628758539,,0.07050799275932597, pythia-1b-full,SemLocal,ses-11,21,0.0061052567693942236,0.030909057430889363,-0.0380864345994041,0.0498487166006368,0.2354269519469594,,0.21173751003609598, pythia-1b-full,SemLocal,ses-11+,21,-0.00850150641678519,0.017426519438946724,-0.0314067918897897,0.022046661950325,0.2654938372739004,,0.08304020227625945, pythia-410m-full,Orth,ses-11,21,-0.0075912722131821105,0.009109924526991494,-0.0235793341220561,0.0048388146300518,0.5084388064201123,,0.009517004935405322, pythia-410m-full,Orth,ses-11+,21,-0.012820055542586695,0.012670196022594504,-0.0335084212061707,0.0103052143468209,0.5524021094033167,,0.01865527696473171, pythia-410m-full,Phon,ses-11,21,-0.0075912722131821105,0.009109924526991494,-0.0235793341220561,0.0048388146300518,0.5084388064201123,,0.009517004935405322, pythia-410m-full,Phon,ses-11+,21,-0.012820055542586695,0.012670196022594504,-0.0335084212061707,0.0103052143468209,0.5524021094033167,,0.01865527696473171, pythia-410m-full,Sem,ses-11,21,0.006531018832748238,0.01172992843795487,-0.011200899814611,0.0279274991356718,0.2928003726977072,,0.09538068165133347, pythia-410m-full,Sem,ses-11+,21,-0.005972847143455247,0.009728637160006975,-0.0202623447705912,0.0149621235088442,0.3707444628758539,,0.040356970924888394, pythia-410m-full,SemLocal,ses-11,21,0.019809195411530162,0.0183792353034635,-0.008311895784223,0.060323106914098,0.2354269519469594,,0.25622855163876274, pythia-410m-full,SemLocal,ses-11+,21,0.011849870645473472,0.018417235159769386,-0.0238348546230083,0.0336068854953532,0.2654938372739004,,0.1265825445909774, pythia-70m-full,Orth,ses-11,21,-0.00733267180408411,0.016910944433807966,-0.0338407824699474,0.0161097992350029,0.5084388064201123,,0.03168483410704043, pythia-70m-full,Orth,ses-11+,21,-0.010339186592951013,0.018546841787325474,-0.0399329525702394,0.0169846443711127,0.5524021094033167,,0.030746885433618008, pythia-70m-full,Phon,ses-11,21,-0.00733267180408411,0.016910944433807966,-0.0338407824699474,0.0161097992350029,0.5084388064201123,,0.03168483410704043, pythia-70m-full,Phon,ses-11+,21,-0.010339186592951013,0.018546841787325474,-0.0399329525702394,0.0169846443711127,0.5524021094033167,,0.030746885433618008, pythia-70m-full,Sem,ses-11,21,0.0058743194326884044,0.013521523952050567,-0.015042079227247,0.0386765571221296,0.2928003726977072,,0.13209189853750639, pythia-70m-full,Sem,ses-11+,21,0.004980626943233862,0.011475634059571034,-0.0191912947227979,0.0259745676168503,0.3707444628758539,,0.07006056790536086, pythia-70m-full,SemLocal,ses-11,21,0.02206401803463779,0.017709553994800585,-0.0236662315028555,0.0596243677531793,0.2354269519469594,,0.25326058575745564, pythia-70m-full,SemLocal,ses-11+,21,0.005654505408526999,0.016104652064411046,-0.0165380586512481,0.0378477469340867,0.2654938372739004,,0.14255602812746476,