diff --git "a/predict_results_None.txt" "b/predict_results_None.txt"
--- "a/predict_results_None.txt"
+++ "b/predict_results_None.txt"
@@ -1,4001 +1,4001 @@
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-1960	not sexist
-1961	not sexist
-1962	not sexist
-1963	not sexist
-1964	not sexist
-1965	not sexist
-1966	not sexist
-1967	sexist
-1968	not sexist
-1969	sexist
-1970	not sexist
-1971	not sexist
-1972	not sexist
-1973	not sexist
-1974	not sexist
-1975	not sexist
-1976	not sexist
-1977	not sexist
-1978	not sexist
-1979	not sexist
-1980	not sexist
-1981	sexist
-1982	sexist
-1983	not sexist
-1984	not sexist
-1985	not sexist
-1986	not sexist
-1987	not sexist
-1988	not sexist
-1989	sexist
-1990	not sexist
-1991	not sexist
-1992	not sexist
-1993	not sexist
-1994	not sexist
-1995	not sexist
-1996	not sexist
-1997	not sexist
-1998	sexist
-1999	not sexist
-2000	not sexist
-2001	not sexist
-2002	not sexist
-2003	not sexist
-2004	not sexist
-2005	sexist
-2006	not sexist
-2007	sexist
-2008	not sexist
-2009	not sexist
-2010	sexist
-2011	sexist
-2012	not sexist
-2013	not sexist
-2014	not sexist
-2015	sexist
-2016	not sexist
-2017	not sexist
-2018	not sexist
-2019	not sexist
-2020	sexist
-2021	not sexist
-2022	sexist
-2023	not sexist
-2024	sexist
-2025	not sexist
-2026	sexist
-2027	not sexist
-2028	not sexist
-2029	sexist
-2030	sexist
-2031	not sexist
-2032	sexist
-2033	not sexist
-2034	not sexist
-2035	not sexist
-2036	not sexist
-2037	sexist
-2038	not sexist
-2039	sexist
-2040	not sexist
-2041	not sexist
-2042	not sexist
-2043	not sexist
-2044	not sexist
-2045	not sexist
-2046	sexist
-2047	not sexist
-2048	sexist
-2049	sexist
-2050	not sexist
-2051	sexist
-2052	sexist
-2053	not sexist
-2054	sexist
-2055	not sexist
-2056	not sexist
-2057	not sexist
-2058	not sexist
-2059	not sexist
-2060	sexist
-2061	not sexist
-2062	not sexist
-2063	sexist
-2064	sexist
-2065	not sexist
-2066	not sexist
-2067	not sexist
-2068	not sexist
-2069	not sexist
-2070	sexist
-2071	not sexist
-2072	not sexist
-2073	not sexist
-2074	not sexist
-2075	not sexist
-2076	sexist
-2077	sexist
-2078	not sexist
-2079	not sexist
-2080	sexist
-2081	not sexist
-2082	not sexist
-2083	not sexist
-2084	not sexist
-2085	not sexist
-2086	not sexist
-2087	not sexist
-2088	not sexist
-2089	sexist
-2090	sexist
-2091	not sexist
-2092	sexist
-2093	sexist
-2094	sexist
-2095	sexist
-2096	sexist
-2097	sexist
-2098	sexist
-2099	not sexist
-2100	sexist
-2101	not sexist
-2102	not sexist
-2103	not sexist
-2104	not sexist
-2105	not sexist
-2106	not sexist
-2107	not sexist
-2108	not sexist
-2109	not sexist
-2110	not sexist
-2111	not sexist
-2112	sexist
-2113	not sexist
-2114	not sexist
-2115	not sexist
-2116	not sexist
-2117	not sexist
-2118	not sexist
-2119	sexist
-2120	not sexist
-2121	not sexist
-2122	sexist
-2123	sexist
-2124	not sexist
-2125	sexist
-2126	sexist
-2127	not sexist
-2128	sexist
-2129	not sexist
-2130	not sexist
-2131	not sexist
-2132	not sexist
-2133	not sexist
-2134	not sexist
-2135	not sexist
-2136	not sexist
-2137	not sexist
-2138	not sexist
-2139	sexist
-2140	not sexist
-2141	sexist
-2142	not sexist
-2143	sexist
-2144	sexist
-2145	sexist
-2146	sexist
-2147	not sexist
-2148	sexist
-2149	sexist
-2150	not sexist
-2151	not sexist
-2152	not sexist
-2153	sexist
-2154	not sexist
-2155	sexist
-2156	sexist
-2157	not sexist
-2158	not sexist
-2159	sexist
-2160	not sexist
-2161	not sexist
-2162	not sexist
-2163	not sexist
-2164	not sexist
-2165	not sexist
-2166	not sexist
-2167	not sexist
-2168	not sexist
-2169	not sexist
-2170	sexist
-2171	sexist
-2172	not sexist
-2173	not sexist
-2174	not sexist
-2175	not sexist
-2176	sexist
-2177	not sexist
-2178	not sexist
-2179	not sexist
-2180	not sexist
-2181	not sexist
-2182	not sexist
-2183	not sexist
-2184	sexist
-2185	sexist
-2186	not sexist
-2187	sexist
-2188	not sexist
-2189	not sexist
-2190	not sexist
-2191	sexist
-2192	not sexist
-2193	not sexist
-2194	not sexist
-2195	not sexist
-2196	not sexist
-2197	not sexist
-2198	not sexist
-2199	sexist
-2200	not sexist
-2201	not sexist
-2202	not sexist
-2203	not sexist
-2204	not sexist
-2205	sexist
-2206	not sexist
-2207	not sexist
-2208	not sexist
-2209	not sexist
-2210	not sexist
-2211	not sexist
-2212	sexist
-2213	not sexist
-2214	sexist
-2215	sexist
-2216	not sexist
-2217	sexist
-2218	not sexist
-2219	not sexist
-2220	not sexist
-2221	not sexist
-2222	not sexist
-2223	not sexist
-2224	not sexist
-2225	not sexist
-2226	not sexist
-2227	not sexist
-2228	not sexist
-2229	sexist
-2230	not sexist
-2231	not sexist
-2232	not sexist
-2233	not sexist
-2234	not sexist
-2235	not sexist
-2236	not sexist
-2237	not sexist
-2238	sexist
-2239	not sexist
-2240	not sexist
-2241	not sexist
-2242	not sexist
-2243	not sexist
-2244	not sexist
-2245	not sexist
-2246	not sexist
-2247	not sexist
-2248	not sexist
-2249	not sexist
-2250	not sexist
-2251	not sexist
-2252	sexist
-2253	not sexist
-2254	not sexist
-2255	sexist
-2256	not sexist
-2257	not sexist
-2258	not sexist
-2259	sexist
-2260	not sexist
-2261	sexist
-2262	not sexist
-2263	sexist
-2264	not sexist
-2265	not sexist
-2266	not sexist
-2267	not sexist
-2268	not sexist
-2269	not sexist
-2270	not sexist
-2271	not sexist
-2272	not sexist
-2273	not sexist
-2274	not sexist
-2275	not sexist
-2276	not sexist
-2277	sexist
-2278	not sexist
-2279	sexist
-2280	not sexist
-2281	not sexist
-2282	not sexist
-2283	not sexist
-2284	not sexist
-2285	not sexist
-2286	not sexist
-2287	sexist
-2288	not sexist
-2289	not sexist
-2290	sexist
-2291	not sexist
-2292	not sexist
-2293	not sexist
-2294	not sexist
-2295	not sexist
-2296	not sexist
-2297	not sexist
-2298	not sexist
-2299	not sexist
-2300	not sexist
-2301	not sexist
-2302	not sexist
-2303	not sexist
-2304	not sexist
-2305	not sexist
-2306	not sexist
-2307	not sexist
-2308	not sexist
-2309	not sexist
-2310	not sexist
-2311	sexist
-2312	not sexist
-2313	sexist
-2314	not sexist
-2315	not sexist
-2316	not sexist
-2317	not sexist
-2318	not sexist
-2319	not sexist
-2320	sexist
-2321	not sexist
-2322	not sexist
-2323	not sexist
-2324	sexist
-2325	not sexist
-2326	not sexist
-2327	not sexist
-2328	not sexist
-2329	not sexist
-2330	not sexist
-2331	not sexist
-2332	not sexist
-2333	not sexist
-2334	not sexist
-2335	not sexist
-2336	not sexist
-2337	not sexist
-2338	sexist
-2339	not sexist
-2340	not sexist
-2341	not sexist
-2342	not sexist
-2343	not sexist
-2344	sexist
-2345	not sexist
-2346	sexist
-2347	not sexist
-2348	not sexist
-2349	not sexist
-2350	not sexist
-2351	not sexist
-2352	sexist
-2353	not sexist
-2354	not sexist
-2355	not sexist
-2356	not sexist
-2357	sexist
-2358	sexist
-2359	not sexist
-2360	not sexist
-2361	not sexist
-2362	not sexist
-2363	not sexist
-2364	sexist
-2365	not sexist
-2366	sexist
-2367	not sexist
-2368	not sexist
-2369	sexist
-2370	not sexist
-2371	not sexist
-2372	not sexist
-2373	not sexist
-2374	not sexist
-2375	sexist
-2376	not sexist
-2377	sexist
-2378	not sexist
-2379	not sexist
-2380	not sexist
-2381	not sexist
-2382	not sexist
-2383	not sexist
-2384	not sexist
-2385	not sexist
-2386	sexist
-2387	not sexist
-2388	not sexist
-2389	not sexist
-2390	sexist
-2391	not sexist
-2392	not sexist
-2393	sexist
-2394	not sexist
-2395	not sexist
-2396	not sexist
-2397	not sexist
-2398	not sexist
-2399	not sexist
-2400	not sexist
-2401	not sexist
-2402	not sexist
-2403	not sexist
-2404	not sexist
-2405	not sexist
-2406	not sexist
-2407	not sexist
-2408	not sexist
-2409	not sexist
-2410	not sexist
-2411	sexist
-2412	not sexist
-2413	sexist
-2414	not sexist
-2415	not sexist
-2416	not sexist
-2417	not sexist
-2418	not sexist
-2419	sexist
-2420	not sexist
-2421	not sexist
-2422	not sexist
-2423	not sexist
-2424	sexist
-2425	not sexist
-2426	sexist
-2427	not sexist
-2428	not sexist
-2429	not sexist
-2430	not sexist
-2431	not sexist
-2432	not sexist
-2433	not sexist
-2434	not sexist
-2435	not sexist
-2436	not sexist
-2437	not sexist
-2438	sexist
-2439	not sexist
-2440	not sexist
-2441	not sexist
-2442	not sexist
-2443	not sexist
-2444	sexist
-2445	not sexist
-2446	not sexist
-2447	not sexist
-2448	not sexist
-2449	not sexist
-2450	not sexist
-2451	not sexist
-2452	not sexist
-2453	not sexist
-2454	sexist
-2455	not sexist
-2456	sexist
-2457	sexist
-2458	not sexist
-2459	not sexist
-2460	not sexist
-2461	not sexist
-2462	not sexist
-2463	not sexist
-2464	not sexist
-2465	not sexist
-2466	not sexist
-2467	not sexist
-2468	not sexist
-2469	not sexist
-2470	not sexist
-2471	not sexist
-2472	not sexist
-2473	not sexist
-2474	not sexist
-2475	not sexist
-2476	not sexist
-2477	sexist
-2478	not sexist
-2479	not sexist
-2480	not sexist
-2481	not sexist
-2482	not sexist
-2483	not sexist
-2484	not sexist
-2485	not sexist
-2486	not sexist
-2487	sexist
-2488	not sexist
-2489	not sexist
-2490	not sexist
-2491	not sexist
-2492	not sexist
-2493	not sexist
-2494	not sexist
-2495	not sexist
-2496	not sexist
-2497	not sexist
-2498	not sexist
-2499	sexist
-2500	not sexist
-2501	not sexist
-2502	sexist
-2503	not sexist
-2504	not sexist
-2505	sexist
-2506	not sexist
-2507	not sexist
-2508	not sexist
-2509	sexist
-2510	not sexist
-2511	not sexist
-2512	not sexist
-2513	not sexist
-2514	not sexist
-2515	not sexist
-2516	not sexist
-2517	not sexist
-2518	sexist
-2519	not sexist
-2520	sexist
-2521	sexist
-2522	sexist
-2523	sexist
-2524	not sexist
-2525	not sexist
-2526	sexist
-2527	not sexist
-2528	not sexist
-2529	not sexist
-2530	not sexist
-2531	not sexist
-2532	not sexist
-2533	not sexist
-2534	not sexist
-2535	not sexist
-2536	not sexist
-2537	not sexist
-2538	sexist
-2539	not sexist
-2540	not sexist
-2541	not sexist
-2542	not sexist
-2543	not sexist
-2544	not sexist
-2545	not sexist
-2546	not sexist
-2547	not sexist
-2548	sexist
-2549	not sexist
-2550	not sexist
-2551	not sexist
-2552	sexist
-2553	not sexist
-2554	sexist
-2555	sexist
-2556	not sexist
-2557	sexist
-2558	sexist
-2559	sexist
-2560	not sexist
-2561	not sexist
-2562	not sexist
-2563	not sexist
-2564	not sexist
-2565	not sexist
-2566	sexist
-2567	not sexist
-2568	not sexist
-2569	not sexist
-2570	not sexist
-2571	sexist
-2572	not sexist
-2573	not sexist
-2574	not sexist
-2575	not sexist
-2576	not sexist
-2577	not sexist
-2578	not sexist
-2579	sexist
-2580	sexist
-2581	sexist
-2582	not sexist
-2583	sexist
-2584	not sexist
-2585	not sexist
-2586	not sexist
-2587	sexist
-2588	sexist
-2589	not sexist
-2590	not sexist
-2591	not sexist
-2592	not sexist
-2593	not sexist
-2594	not sexist
-2595	not sexist
-2596	not sexist
-2597	not sexist
-2598	sexist
-2599	not sexist
-2600	not sexist
-2601	not sexist
-2602	not sexist
-2603	not sexist
-2604	not sexist
-2605	not sexist
-2606	sexist
-2607	sexist
-2608	sexist
-2609	not sexist
-2610	sexist
-2611	not sexist
-2612	not sexist
-2613	not sexist
-2614	not sexist
-2615	not sexist
-2616	not sexist
-2617	not sexist
-2618	sexist
-2619	not sexist
-2620	not sexist
-2621	not sexist
-2622	not sexist
-2623	not sexist
-2624	not sexist
-2625	not sexist
-2626	not sexist
-2627	not sexist
-2628	not sexist
-2629	not sexist
-2630	not sexist
-2631	not sexist
-2632	not sexist
-2633	not sexist
-2634	sexist
-2635	sexist
-2636	not sexist
-2637	not sexist
-2638	not sexist
-2639	sexist
-2640	not sexist
-2641	sexist
-2642	not sexist
-2643	not sexist
-2644	sexist
-2645	sexist
-2646	not sexist
-2647	not sexist
-2648	not sexist
-2649	not sexist
-2650	not sexist
-2651	not sexist
-2652	not sexist
-2653	not sexist
-2654	not sexist
-2655	not sexist
-2656	sexist
-2657	not sexist
-2658	not sexist
-2659	not sexist
-2660	not sexist
-2661	not sexist
-2662	sexist
-2663	not sexist
-2664	not sexist
-2665	not sexist
-2666	not sexist
-2667	not sexist
-2668	not sexist
-2669	not sexist
-2670	sexist
-2671	not sexist
-2672	not sexist
-2673	not sexist
-2674	not sexist
-2675	not sexist
-2676	not sexist
-2677	sexist
-2678	not sexist
-2679	not sexist
-2680	not sexist
-2681	sexist
-2682	not sexist
-2683	not sexist
-2684	not sexist
-2685	not sexist
-2686	not sexist
-2687	not sexist
-2688	sexist
-2689	not sexist
-2690	not sexist
-2691	not sexist
-2692	not sexist
-2693	sexist
-2694	not sexist
-2695	not sexist
-2696	sexist
-2697	not sexist
-2698	sexist
-2699	not sexist
-2700	sexist
-2701	not sexist
-2702	sexist
-2703	sexist
-2704	sexist
-2705	not sexist
-2706	not sexist
-2707	not sexist
-2708	not sexist
-2709	sexist
-2710	not sexist
-2711	not sexist
-2712	sexist
-2713	sexist
-2714	not sexist
-2715	not sexist
-2716	not sexist
-2717	sexist
-2718	sexist
-2719	not sexist
-2720	not sexist
-2721	not sexist
-2722	sexist
-2723	not sexist
-2724	not sexist
-2725	not sexist
-2726	not sexist
-2727	not sexist
-2728	sexist
-2729	not sexist
-2730	not sexist
-2731	not sexist
-2732	not sexist
-2733	not sexist
-2734	not sexist
-2735	not sexist
-2736	not sexist
-2737	not sexist
-2738	not sexist
-2739	not sexist
-2740	not sexist
-2741	not sexist
-2742	sexist
-2743	not sexist
-2744	not sexist
-2745	not sexist
-2746	not sexist
-2747	sexist
-2748	not sexist
-2749	not sexist
-2750	not sexist
-2751	sexist
-2752	not sexist
-2753	sexist
-2754	not sexist
-2755	not sexist
-2756	sexist
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-2758	not sexist
-2759	not sexist
-2760	not sexist
-2761	not sexist
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-2763	sexist
-2764	sexist
-2765	sexist
-2766	not sexist
-2767	not sexist
-2768	not sexist
-2769	not sexist
-2770	not sexist
-2771	not sexist
-2772	not sexist
-2773	sexist
-2774	not sexist
-2775	not sexist
-2776	not sexist
-2777	sexist
-2778	not sexist
-2779	not sexist
-2780	not sexist
-2781	not sexist
-2782	not sexist
-2783	sexist
-2784	not sexist
-2785	not sexist
-2786	not sexist
-2787	not sexist
-2788	not sexist
-2789	sexist
-2790	not sexist
-2791	not sexist
-2792	sexist
-2793	not sexist
-2794	not sexist
-2795	not sexist
-2796	not sexist
-2797	sexist
-2798	not sexist
-2799	not sexist
-2800	not sexist
-2801	not sexist
-2802	sexist
-2803	not sexist
-2804	sexist
-2805	not sexist
-2806	sexist
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-2808	not sexist
-2809	not sexist
-2810	sexist
-2811	sexist
-2812	not sexist
-2813	sexist
-2814	not sexist
-2815	not sexist
-2816	not sexist
-2817	not sexist
-2818	not sexist
-2819	not sexist
-2820	not sexist
-2821	not sexist
-2822	not sexist
-2823	not sexist
-2824	not sexist
-2825	not sexist
-2826	not sexist
-2827	not sexist
-2828	not sexist
-2829	not sexist
-2830	not sexist
-2831	not sexist
-2832	not sexist
-2833	not sexist
-2834	not sexist
-2835	not sexist
-2836	not sexist
-2837	not sexist
-2838	not sexist
-2839	not sexist
-2840	not sexist
-2841	not sexist
-2842	not sexist
-2843	not sexist
-2844	not sexist
-2845	not sexist
-2846	not sexist
-2847	not sexist
-2848	not sexist
-2849	not sexist
-2850	not sexist
-2851	sexist
-2852	not sexist
-2853	not sexist
-2854	not sexist
-2855	not sexist
-2856	not sexist
-2857	not sexist
-2858	not sexist
-2859	not sexist
-2860	not sexist
-2861	not sexist
-2862	not sexist
-2863	not sexist
-2864	not sexist
-2865	not sexist
-2866	not sexist
-2867	not sexist
-2868	sexist
-2869	not sexist
-2870	not sexist
-2871	not sexist
-2872	not sexist
-2873	not sexist
-2874	not sexist
-2875	not sexist
-2876	not sexist
-2877	not sexist
-2878	not sexist
-2879	not sexist
-2880	not sexist
-2881	sexist
-2882	not sexist
-2883	not sexist
-2884	not sexist
-2885	sexist
-2886	not sexist
-2887	sexist
-2888	not sexist
-2889	not sexist
-2890	sexist
-2891	sexist
-2892	not sexist
-2893	sexist
-2894	sexist
-2895	not sexist
-2896	not sexist
-2897	sexist
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