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science-of-finetuning
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diffing-stats-Llama-3.2-1B-L8-mu3.6e-02-lr1e-04-local-shuffling-CrosscoderLoss

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train · 65.5k rows

Unnamed: 0 int64 0 65.5k	dec_base_norm float64 0.01 1.65	dec_instruct_norm float64 0.01 1.38	dec_norm_diff float64 0 0.99	tag stringclasses 4 values	enc_base_norm float64 0.01 1.98	enc_instruct_norm float64 0.01 1.92	enc_norm_diff float64 0.18 0.85	dec_cos_sim float64 -0.3 0.99	enc_cos_sim float64 -0.76 0.88	beta_reconstruction_base float64 -239.46 1.2k ⌀	beta_reconstruction_chat float64 -122.86 842 ⌀	beta_ratio_reconstruction float64 -25.34 537 ⌀	beta_activation_base float64 -166.62 1.32k ⌀	beta_activation_chat float64 -94.23 952 ⌀	beta_activation_ratio float64 -22,628.65 27.6 ⌀	beta_activation_no_bias_base float64 0.2 553 ⌀	beta_activation_no_bias_chat float64 0.55 478 ⌀	beta_activation_no_bias_ratio float64 0.06 2.04 ⌀	beta_error_base null 0.01 3.59 ⌀	beta_error_chat null 0.27 3.91 ⌀	beta_ratio_error null 0.02 1.1 ⌀
0	0.663013	0.661341	0.501261	Shared	1.154271	1.024715	0.55612	0.907096	0.576846	5.830074	6.397958	0.91124	6.428215	7.148033	0.899298	7.132236	7.543828	0.94544	null	null	null
1	0.91822	0.992768	0.462455	Shared	1.074385	1.057317	0.507943	0.950685	0.617271	1.709868	1.830733	0.93398	1.837994	1.98612	0.925419	1.820652	2.00625	0.90749	null	null	null
2	0.697859	0.933694	0.373709	Other	0.935206	1.005075	0.465242	0.852618	0.550154	2.902141	3.274882	0.886182	3.114275	3.476764	0.89574	3.356291	3.849826	0.871803	null	null	null
3	0.726801	0.727446	0.499557	Shared	1.097368	0.951862	0.566298	0.917099	0.632073	5.655282	6.061683	0.932956	6.002689	6.447933	0.930948	5.524856	5.952888	0.928097	null	null	null
4	0.515837	0.575127	0.448455	Shared	1.013438	0.979047	0.516967	0.935347	0.473707	7.721359	8.284457	0.93203	8.765117	9.545162	0.918278	7.740294	8.768192	0.88277	null	null	null
5	0.025022	0.724128	0.017278	Chat only	0.545054	1.03694	0.262818	0.83429	-0.366492	6.062454	6.518949	0.929974	7.452073	8.456318	0.881243	4.309331	6.271954	0.68708	null	null	null
6	0.811558	0.860586	0.471515	Shared	0.984818	0.886733	0.549799	0.942187	0.509164	3.210077	3.561272	0.901385	3.603	3.989456	0.903131	3.421054	3.809636	0.898	null	null	null
7	0.744648	0.716315	0.519024	Shared	1.168486	1.003938	0.570411	0.947699	0.668126	6.011364	5.961842	1.008306	6.286107	6.329695	0.993114	5.478846	5.753762	0.95222	null	null	null
8	0.810813	0.318055	0.803867	Other	1.271782	0.622057	0.755439	0.919268	0.244894	11.495107	10.397408	1.105574	13.07355	12.292441	1.063544	12.378791	11.171957	1.108023	null	null	null
9	0.609351	0.871974	0.349409	Other	1.112845	1.285849	0.432727	0.47303	0.157984	2.485018	4.512581	0.550687	2.845319	4.993031	0.569858	2.386729	4.125086	0.578589	null	null	null
10	0.757024	0.700198	0.537532	Shared	1.139819	0.958677	0.579461	0.956759	0.586653	5.20617	5.432956	0.958257	5.571186	5.850198	0.952307	5.368013	5.557921	0.965831	null	null	null
11	1.052916	0.844047	0.599186	Shared	1.0811	0.894188	0.586445	0.832541	0.542533	1.987975	2.014857	0.986658	2.111354	2.336627	0.90359	2.457247	2.595999	0.946551	null	null	null
12	0.625164	0.607006	0.514523	Shared	1.029319	0.918954	0.55361	0.945623	0.58666	6.988719	7.683604	0.909563	7.728608	8.537101	0.905297	7.561626	8.152862	0.927481	null	null	null
13	0.834871	0.884283	0.472061	Shared	1.181815	1.140952	0.517288	0.930269	0.651681	3.785754	3.890507	0.973075	4.00679	4.188046	0.956721	3.659428	3.961147	0.92383	null	null	null
14	1.085642	1.199836	0.452413	Shared	1.21332	1.208025	0.502182	0.966344	0.720344	1.789973	1.903519	0.940349	1.846697	1.979675	0.932829	1.700016	1.902133	0.893742	null	null	null
15	0.974143	0.96878	0.502753	Shared	1.096014	1.032025	0.529192	0.943882	0.700857	2.206785	2.332198	0.946225	2.386473	2.539372	0.939789	2.382295	2.50186	0.952209	null	null	null
16	0.687978	0.637685	0.536551	Shared	1.186999	0.912686	0.615549	0.942629	0.527437	5.222809	5.235679	0.997542	6.170677	6.258056	0.986037	4.968318	5.340262	0.930351	null	null	null
17	0.745454	0.851576	0.437691	Shared	1.094679	1.061052	0.515359	0.880744	0.541108	3.60262	3.95124	0.91177	3.731179	4.123724	0.904808	3.108916	3.852653	0.806955	null	null	null
18	0.875461	0.036791	0.978988	Base only	1.234493	0.504704	0.795582	0.701087	-0.366304	89.213509	72.445869	1.231451	103.921082	88.024628	1.180591	100.698082	82.788078	1.216336	null	null	null
19	0.648505	0.635231	0.510234	Shared	0.998762	0.862601	0.568165	0.951	0.473577	4.727518	5.04967	0.936203	5.622276	6.089873	0.923217	5.866272	6.385952	0.918621	null	null	null
20	0.83369	0.822648	0.506622	Shared	1.048242	0.968754	0.537915	0.931667	0.55038	2.842721	2.817353	1.009004	3.051023	3.046515	1.00148	2.965101	3.073312	0.96479	null	null	null
21	1.126112	1.230672	0.457519	Shared	1.108994	1.120328	0.494942	0.969427	0.728799	1.396106	1.577907	0.884784	1.449875	1.636004	0.88623	1.47125	1.639567	0.897341	null	null	null
22	0.873882	0.893918	0.488793	Shared	1.233391	1.235078	0.499317	0.788647	0.338085	0.829017	1.1476	0.722392	0.865276	1.1569	0.747926	1.018959	1.261951	0.807448	null	null	null
23	0.785453	0.804144	0.488378	Shared	1.070048	0.971375	0.546107	0.962172	0.682874	4.081292	4.451883	0.916756	4.381429	4.771786	0.918195	4.263587	4.576146	0.931698	null	null	null
24	0.592443	0.608584	0.486739	Shared	0.996608	0.959942	0.518395	0.946983	0.548796	6.068245	6.592788	0.920437	6.832837	7.500986	0.910925	6.464507	7.161931	0.902621	null	null	null
25	0.89772	1.005982	0.446191	Shared	0.993259	0.936792	0.528425	0.737715	0.483468	0.850335	1.702329	0.499513	0.912642	1.799306	0.507219	1.262388	2.007552	0.628819	null	null	null
26	0.71835	0.852332	0.421402	Shared	1.042101	1.090812	0.477672	0.884825	0.347078	3.452503	3.922326	0.880218	3.75446	4.304223	0.872274	3.821245	4.368428	0.874741	null	null	null
27	0.599139	0.606551	0.493891	Shared	1.064334	0.968009	0.545251	0.946753	0.595183	5.696285	7.44079	0.765548	6.446743	8.297959	0.776907	7.17171	8.325294	0.861436	null	null	null
28	0.602883	0.65206	0.462291	Shared	1.047692	0.990816	0.527143	0.951273	0.604049	5.377474	5.712964	0.941276	6.369784	6.84822	0.930137	6.537528	7.057198	0.926363	null	null	null
29	1.250439	0.100682	0.959741	Base only	1.370973	0.55201	0.79868	0.357105	-0.061163	22.798981	19.749231	1.154424	23.229429	20.807795	1.116381	25.125797	24.199232	1.038289	null	null	null
30	0.862308	0.861576	0.500425	Shared	1.180112	1.12599	0.522931	0.951546	0.703822	4.480146	4.483862	0.999171	4.655331	4.696779	0.991175	4.580436	4.601616	0.995397	null	null	null
31	0.771869	0.784128	0.492184	Shared	1.027054	0.941269	0.541763	0.929594	0.471899	4.057244	4.050711	1.001613	4.572372	4.641702	0.985064	4.169514	4.532935	0.919827	null	null	null
32	1.12104	1.200163	0.467036	Shared	1.105517	1.052484	0.523986	0.976667	0.709387	1.506271	1.612696	0.934008	1.646403	1.76783	0.931313	1.593531	1.7301	0.921063	null	null	null
33	1.085473	1.092013	0.497006	Shared	1.052621	0.964301	0.541953	0.956839	0.621089	1.462273	1.594471	0.91709	1.664921	1.818585	0.915503	1.7601	1.870827	0.940814	null	null	null
34	0.880006	0.560957	0.681277	Other	1.334223	0.992147	0.628193	0.94241	0.380384	5.882929	4.346268	1.353559	6.987114	5.632403	1.240521	6.810163	6.028429	1.129674	null	null	null
35	0.985255	0.9866	0.499318	Shared	1.162615	1.136718	0.511137	0.952274	0.645332	2.506946	2.764627	0.906794	2.701888	2.981653	0.906171	2.798054	2.992707	0.934957	null	null	null
36	0.606151	0.550848	0.545619	Shared	1.112444	0.944439	0.575512	0.928389	0.388273	7.629437	7.135543	1.069216	8.558205	8.268092	1.035088	7.873988	8.221146	0.957773	null	null	null
37	0.80352	0.835691	0.480752	Shared	1.110524	1.10651	0.501807	0.926634	0.599453	2.211946	2.33205	0.948499	2.371211	2.551006	0.92952	2.374951	2.662252	0.892084	null	null	null
38	0.839529	0.895461	0.468769	Shared	0.98958	0.974402	0.507669	0.946792	0.601289	2.954141	3.17603	0.930136	3.169024	3.426922	0.924744	3.197809	3.483031	0.918111	null	null	null
39	0.566011	0.685229	0.413008	Shared	1.038895	1.1165	0.465246	0.910732	0.547871	5.087791	6.846756	0.743095	5.659218	7.541625	0.750398	6.368805	7.466343	0.853002	null	null	null
40	1.00997	1.030933	0.489833	Shared	1.161982	1.108992	0.522801	0.955597	0.61154	2.116676	2.437167	0.868498	2.272229	2.599213	0.874199	2.531176	2.747778	0.921172	null	null	null
41	1.056497	1.152556	0.458328	Shared	1.174552	1.148653	0.511025	0.97168	0.68534	1.794894	1.975958	0.908367	1.878806	2.081196	0.902753	1.81534	2.02659	0.895761	null	null	null
42	0.369755	0.584975	0.316043	Other	0.793135	1.0491	0.378007	0.957432	0.331861	1.024278	4.731873	0.216464	2.573175	6.46834	0.397811	6.720462	8.354667	0.804396	null	null	null
43	0.638091	0.537726	0.578645	Shared	1.062442	0.855089	0.597584	0.946972	0.472743	8.352153	8.849228	0.943828	9.17859	9.854215	0.931438	7.310315	8.064838	0.906443	null	null	null
44	0.748875	0.56999	0.619436	Other	1.208205	0.849988	0.648244	0.854066	0.414758	6.108071	6.037211	1.011737	6.624854	6.670329	0.993182	6.073568	6.151184	0.987382	null	null	null
45	0.593449	0.744084	0.398778	Other	0.989543	1.030176	0.480279	0.914246	0.541581	4.892008	4.867763	1.004981	5.464431	5.533572	0.987505	4.311828	4.936409	0.873475	null	null	null
46	0.546838	0.719972	0.379763	Other	0.903701	1.041332	0.433916	0.927658	0.381626	2.51881	3.878425	0.649442	3.225071	4.729542	0.681899	4.224466	5.172169	0.816769	null	null	null
47	0.504064	0.605547	0.416206	Shared	0.939278	0.948937	0.49491	0.956711	0.55429	6.56282	6.871418	0.95509	7.470762	7.927338	0.942405	6.985733	7.743299	0.902165	null	null	null
48	0.536903	0.602124	0.445841	Shared	1.045116	0.987537	0.527547	0.932743	0.552967	7.277488	8.350165	0.871538	8.224273	9.446592	0.870607	6.975905	8.237752	0.846821	null	null	null
49	0.65999	0.677472	0.487097	Shared	1.122228	1.018779	0.546091	0.952092	0.678602	7.019156	7.6179	0.921403	7.797047	8.500917	0.917201	7.279866	7.798834	0.933456	null	null	null
50	0.742247	0.742486	0.49984	Shared	1.175431	1.162873	0.505342	0.913166	0.60598	6.100479	6.310709	0.966687	6.307125	6.573895	0.95942	5.613562	6.112885	0.918316	null	null	null
51	0.664488	0.665754	0.499048	Shared	1.103747	0.989137	0.551919	0.955245	0.399317	5.385445	5.719414	0.941608	6.208885	6.65067	0.933573	5.442194	5.968081	0.911883	null	null	null
52	0.54702	0.543323	0.503379	Shared	1.114561	0.934745	0.580667	0.931185	0.4677	6.134267	6.889299	0.890405	7.339764	8.307935	0.883464	8.381046	8.875638	0.944275	null	null	null
53	0.901235	0.981299	0.459205	Shared	1.184527	1.152823	0.513383	0.95554	0.591912	3.15617	3.169913	0.995664	3.296721	3.339715	0.987126	2.927722	3.104155	0.943163	null	null	null
54	0.738805	0.732111	0.50453	Shared	1.125265	1.023952	0.545018	0.982252	0.594325	3.385769	3.551484	0.953339	4.214958	4.43751	0.949848	4.638452	4.927843	0.941274	null	null	null
55	0.616589	0.783421	0.393523	Other	0.929475	1.013621	0.458493	0.931697	0.489513	4.231534	4.810805	0.879589	4.806571	5.472936	0.878244	4.435196	5.160806	0.8594	null	null	null
56	0.862535	0.918496	0.469537	Shared	1.109768	1.101764	0.503606	0.903304	0.618046	2.361619	2.613248	0.90371	2.488296	2.752394	0.904048	2.489026	2.725506	0.913234	null	null	null
57	0.599199	0.573019	0.521846	Shared	1.010704	0.885907	0.561738	0.952966	0.480184	7.921884	6.811821	1.162961	8.961251	8.035797	1.115166	8.108389	8.089627	1.002319	null	null	null
58	0.677175	0.707787	0.478375	Shared	0.935858	0.905855	0.516029	0.947552	0.536389	2.785707	2.967363	0.938782	3.442217	3.689263	0.933037	3.477986	3.832256	0.907556	null	null	null
59	0.774721	0.873518	0.443448	Shared	0.933932	0.876684	0.530649	0.906797	0.472358	2.009963	2.283724	0.880125	2.284174	2.649902	0.861984	2.649989	3.049496	0.868992	null	null	null
60	0.40602	0.735241	0.276113	Other	0.813884	1.131361	0.359693	0.917578	0.319693	4.331811	5.555245	0.77977	5.007482	6.351841	0.788351	4.561551	5.889153	0.774568	null	null	null
61	0.96348	1.012783	0.47566	Shared	1.31272	1.338235	0.490467	0.846076	0.544907	2.209263	2.718591	0.81265	2.276949	2.8009	0.812935	2.337776	2.77405	0.84273	null	null	null
62	0.860002	0.801326	0.534114	Shared	1.114167	1.000101	0.551189	0.935819	0.667006	3.304444	3.349011	0.986693	3.482808	3.610326	0.96468	3.639301	3.656039	0.995422	null	null	null
63	0.652241	0.713522	0.457057	Shared	0.962196	0.96042	0.500923	0.919723	0.504882	4.117912	4.326026	0.951893	4.58658	4.908877	0.934344	4.284944	4.874321	0.879085	null	null	null
64	0.825766	0.904207	0.456624	Shared	1.328322	1.303442	0.509365	0.730215	0.404824	1.044201	1.489632	0.700979	1.003982	1.452124	0.691389	1.042824	1.471608	0.708629	null	null	null
65	0.800834	0.892229	0.448783	Shared	1.102847	1.048003	0.524865	0.808809	0.439188	1.745441	2.305992	0.756915	1.971726	2.561708	0.769692	2.331295	2.918459	0.79881	null	null	null
66	0.422104	0.764472	0.276076	Other	1.009455	1.404843	0.359277	0.504345	0.202696	5.613545	8.55999	0.655789	5.807333	9.043241	0.642174	5.767323	9.225203	0.62517	null	null	null
67	0.827865	0.964934	0.428975	Shared	1.067265	1.078373	0.49485	0.563233	0.422709	2.133498	3.440304	0.620148	2.258578	3.618603	0.624157	2.237967	3.6443	0.6141	null	null	null
68	1.084657	1.088686	0.498149	Shared	1.324529	1.203804	0.545573	0.986191	0.760833	1.412296	1.464731	0.964202	1.552287	1.614625	0.961392	1.625197	1.677507	0.968817	null	null	null
69	0.482544	0.854463	0.282367	Other	1.001453	1.669941	0.299847	0.303956	0.179055	1.266742	4.440446	0.285274	1.36758	4.732409	0.288982	1.878821	5.043173	0.372547	null	null	null
70	0.814825	0.711783	0.56323	Shared	1.211518	0.988934	0.591862	0.735535	0.426543	4.100453	5.135254	0.798491	4.508924	5.778454	0.780299	4.930142	6.050567	0.814823	null	null	null
71	0.475401	0.626464	0.379432	Other	0.858877	0.925554	0.46398	0.96123	0.563425	5.219621	5.903389	0.884174	6.458689	7.37236	0.876068	5.43162	6.576171	0.825955	null	null	null
72	1.070099	1.011237	0.527503	Shared	1.221895	1.054799	0.568376	0.888554	0.487871	1.87021	1.98146	0.943855	1.988571	2.110233	0.942347	1.899742	2.018004	0.941397	null	null	null
73	0.579013	1.000635	0.289323	Other	0.977325	1.27165	0.384274	0.365113	0.128536	1.455185	4.046924	0.359578	1.516493	4.267131	0.355389	1.930179	4.570991	0.422267	null	null	null
74	0.48214	0.422524	0.561824	Shared	1.065436	0.840491	0.605565	0.952688	0.56516	12.340087	11.553403	1.068091	14.078835	13.601758	1.035075	12.278567	12.677435	0.968537	null	null	null
75	0.587304	0.58523	0.501765	Shared	1.166914	0.940695	0.59693	0.677619	0.250068	6.159294	6.573647	0.936967	6.611298	7.366578	0.897472	5.771792	7.934325	0.727446	null	null	null
76	0.785907	0.729356	0.535978	Shared	1.087562	0.876866	0.596866	0.945852	0.493314	3.480671	3.850058	0.904057	3.881204	4.326404	0.897097	4.41253	4.591445	0.961033	null	null	null
77	1.090281	0.903729	0.585552	Shared	1.169057	1.121037	0.520538	0.75977	0.286859	1.789963	1.875324	0.954482	1.970167	2.084653	0.945082	2.083156	2.244514	0.92811	null	null	null
78	0.978482	1.145702	0.427023	Shared	1.068113	1.099419	0.485763	0.96496	0.731444	1.84668	2.153354	0.857583	1.997342	2.314593	0.862934	2.089019	2.364627	0.883446	null	null	null
79	0.272872	0.54793	0.249003	Other	0.764427	1.098744	0.347864	0.949845	0.321274	0.515088	4.657142	0.110602	2.458871	6.986166	0.351963	8.409001	10.215177	0.823187	null	null	null
80	0.642286	0.022459	0.982517	Base only	1.220896	0.626694	0.743347	0.743014	-0.293996	71.850441	106.590622	0.674078	101.334229	134.000763	0.756221	237.371277	221.697144	1.070701	null	null	null
81	0.761564	0.659235	0.567184	Shared	1.122251	0.936054	0.582957	0.93835	0.604903	6.398804	6.849384	0.934216	6.849231	7.349475	0.931935	6.492755	6.921974	0.937992	null	null	null
82	0.844715	1.086876	0.388598	Other	1.062396	1.068924	0.496946	0.94127	0.559653	2.062479	2.514456	0.820249	2.227315	2.701623	0.824436	2.415973	2.799213	0.86309	null	null	null
83	1.011724	1.026874	0.492623	Shared	1.166197	1.234867	0.472195	0.877266	0.463675	2.092352	2.186456	0.956961	2.248677	2.315665	0.971072	2.332119	2.414063	0.966055	null	null	null
84	0.838341	0.027348	0.983689	Base only	1.306352	0.668238	0.744235	0.434296	-0.397483	66.988152	89.262512	0.750462	77.310402	102.479515	0.754399	112.714432	120.651413	0.934216	null	null	null
85	0.744294	0.681594	0.54212	Shared	1.234083	1.088436	0.55901	0.887265	0.588904	5.183655	5.875083	0.882312	5.474056	6.225271	0.879328	5.938663	6.554045	0.906106	null	null	null
86	0.799007	0.930441	0.42937	Shared	1.376325	1.367579	0.503178	0.693804	0.501688	2.213736	2.889254	0.766196	2.011081	2.28519	0.88005	1.734675	2.103983	0.824472	null	null	null
87	0.752344	0.805855	0.466799	Shared	1.026264	0.96644	0.529146	0.923072	0.593865	2.900395	3.203402	0.905411	3.234759	3.590261	0.900982	3.042397	3.556775	0.855381	null	null	null
88	0.770394	0.944374	0.407886	Shared	1.051137	1.004637	0.522119	0.970936	0.514819	2.537488	2.977584	0.852197	2.903723	3.404044	0.853021	2.984761	3.438993	0.867917	null	null	null
89	0.668682	0.634846	0.525301	Shared	1.049943	0.909596	0.566836	0.951234	0.533278	7.442551	7.329527	1.01542	8.186139	8.223948	0.995403	7.322684	7.633678	0.95926	null	null	null
90	0.666327	0.858816	0.387933	Other	1.156158	1.082739	0.531751	0.852548	0.355734	3.676467	4.763205	0.771847	4.055244	5.200099	0.77984	4.576254	5.527612	0.82789	null	null	null
91	0.813262	0.810252	0.50185	Shared	0.98905	0.907866	0.541041	0.936785	0.542282	2.818326	3.254091	0.866087	3.20424	3.670612	0.872944	3.333868	3.66018	0.910848	null	null	null
92	0.639499	0.511911	0.599756	Shared	1.243258	0.968153	0.610639	0.782924	0.41284	6.569083	6.557515	1.001764	7.260618	7.50651	0.967243	7.703977	8.837455	0.871742	null	null	null
93	0.701219	0.634618	0.54749	Shared	1.142871	0.905891	0.603678	0.904475	0.535908	7.668402	7.530456	1.018318	8.305694	8.231176	1.009053	7.116198	7.296388	0.975304	null	null	null
94	0.95977	0.907135	0.527421	Shared	1.163043	1.179788	0.492904	0.836932	0.489328	2.256301	2.500111	0.90248	2.353292	2.611883	0.900994	2.52327	2.773186	0.909881	null	null	null
95	0.56247	0.52316	0.534944	Shared	1.041797	0.938383	0.549632	0.903918	0.513525	7.93228	8.298614	0.955856	9.248776	9.836343	0.940266	9.715292	10.161378	0.9561	null	null	null
96	0.061429	0.055898	0.545015	Shared	0.151535	0.137267	0.547079	0.710823	0.283379	null	null	null	null	null	null	null	null	null	null	null	null
97	1.075846	1.132884	0.474826	Shared	1.169309	1.117808	0.522022	0.975307	0.74701	1.412033	1.533108	0.921027	1.494938	1.63521	0.914218	1.514625	1.644631	0.920951	null	null	null
98	0.942145	1.031648	0.456621	Shared	1.063172	1.021274	0.519704	0.948849	0.665823	2.344778	2.61268	0.897461	2.569302	2.866658	0.896271	2.600673	2.893804	0.898704	null	null	null
99	0.651517	0.69206	0.470708	Shared	1.179984	0.979386	0.585	0.887059	0.408404	4.11554	5.143412	0.800158	4.668211	5.758025	0.810731	4.707145	5.707159	0.824779	null	null	null

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