@import url('https://fonts.googleapis.com/css2?family=DM+Sans:wght@400;450;500;550;600;650;700&family=IBM+Plex+Mono:wght@400;500&family=Instrument+Serif:ital@0;1&display=swap');
:root{--bg:#101110;--surface:#171917;--text:#edeee6;--muted:#969d94;--accent:#efa37f;--mint:#b2c9aa;--line:#2d312b;--mono:'IBM Plex Mono',monospace;--sans:'DM Sans',Arial,sans-serif;--serif:'Instrument Serif',Georgia,serif}*{box-sizing:border-box}html{scroll-behavior:smooth;scroll-padding-top:95px}body{margin:0;background:var(--bg);color:var(--text);font-family:var(--sans);font-size:15px;line-height:1.7}a{color:inherit;text-decoration:none}button,select{font:inherit}button,a,select{-webkit-tap-highlight-color:transparent}button{cursor:pointer}a,button,select{outline-offset:5px}a:focus-visible,button:focus-visible,select:focus-visible{outline:2px solid var(--accent)}::selection{background:#efa37f;color:#101110}.wrap{width:min(1240px,calc(100% - 96px));margin-inline:auto}.header{position:sticky;top:0;z-index:20;border-bottom:1px solid var(--line);background:#101110ed;backdrop-filter:blur(18px)}.nav{height:82px;display:flex;align-items:center;justify-content:space-between;gap:28px}.brand{font-size:27px;letter-spacing:-1px;font-weight:650;display:inline-flex;align-items:center;gap:9px;line-height:1}.brand-mark{color:var(--accent);font-size:41px;font-weight:400}.brand-period{color:var(--accent);margin-left:-9px}.nav-links{display:flex;gap:32px;margin-left:auto;margin-right:34px;font-size:13px;color:#a5aaa1}.nav-links a:hover,.nav-links a.active{color:var(--accent)}.nav-paper{border:1px solid #4a4e43;border-radius:5px;padding:9px 17px;font-size:12px}.nav-paper span{margin-left:18px;color:var(--accent)}.hero{position:relative;display:grid;grid-template-columns:1.15fr 1fr;column-gap:42px;padding-top:94px;padding-bottom:74px;min-height:790px;align-items:center}.eyebrow{font-family:var(--mono);font-size:10px;letter-spacing:1.5px;color:var(--accent);display:flex;align-items:center;gap:10px;margin:0 0 29px}.status-dot{width:6px;height:6px;border-radius:50%;background:var(--accent);box-shadow:0 0 15px #efa37f70}h1,h2,h3,p{margin-top:0}h1{font-size:clamp(48px,4.7vw,70px);font-weight:500;line-height:1.07;letter-spacing:-3.5px;margin-bottom:24px}.serif{font-family:var(--serif);font-weight:400;font-style:italic;color:var(--accent)}h1 .serif{font-size:1.16em;letter-spacing:-1px}.hero-description{font-size:21px;margin-bottom:14px;letter-spacing:-.5px}.hero-description em{font-family:var(--serif);font-size:27px;color:var(--accent)}.hero-detail{color:var(--muted);max-width:445px;font-size:14px;line-height:1.85}.hero-detail strong{color:#bcc2b7;font-weight:450}.hero-actions{display:flex;flex-wrap:wrap;gap:12px;margin:30px 0 35px}.button{display:inline-flex;justify-content:center;align-items:center;gap:20px;min-height:47px;padding:10px 20px;font-size:12px;border:1px solid transparent;border-radius:4px;transition:transform .2s,background .2s}.button:hover{transform:translateY(-3px)}.primary{background:var(--accent);color:#171a15;font-weight:600}.primary:hover{background:#ffb894}.secondary{border-color:#41463c;color:#d6dace}.secondary:hover{background:#21251e}.authors{display:flex;flex-wrap:wrap;gap:5px 15px;font-size:12px;color:#d6dbcf}.authors a:hover{color:var(--accent)}sup{font-size:9px;margin-left:3px;color:var(--accent)}.affiliation{color:#a5ac9e;font-size:11px;margin:8px 0 0}.affiliation span{color:#747d70;display:block;margin-top:4px;font-size:9px}.hero-visual{height:490px;position:relative;min-width:0;background:radial-gradient(ellipse at 50% 48%,#60412a21,transparent 64%);align-self:center}.visual-top,.visual-bottom{position:absolute;left:0;right:0;display:flex;align-items:center;justify-content:space-between;font-family:var(--mono);font-size:8px;color:#a8afa0;letter-spacing:1px;z-index:2}.visual-top{top:8px;border-top:1px solid var(--line);padding-top:17px}.visual-top>span:last-child{font-size:7px;color:#737c6b}.tiny-dot{display:inline-block;width:4px;height:4px;border-radius:50%;background:var(--mint);margin-right:6px}#network{width:100%;height:100%;display:block}.visual-bottom{bottom:27px;letter-spacing:0;font-family:var(--sans);font-size:9px;gap:8px}.legend-dot{width:5px;height:5px;border-radius:50%;display:inline-block;margin-right:4px}.legend-dot.mint{background:var(--mint);margin-left:11px}.coral{background:var(--accent)}.toggle{display:flex;align-items:center;gap:8px;background:#21251d;color:#dce3d3;border:1px solid #424b36;border-radius:20px;padding:8px 11px;font-size:10px}.switch{height:12px;width:23px;border-radius:20px;background:#53574a;padding:2px}.switch:after{content:'';display:block;width:8px;height:8px;background:#c2c8b8;border-radius:50%;transition:transform .25s}.toggle[aria-pressed=true] .switch{background:#91ae7a}.toggle[aria-pressed=true] .switch:after{transform:translateX(11px);background:#101110}.network-status{position:absolute;bottom:-1px;left:0;right:0;text-align:center;color:#78816f;font-family:var(--mono);font-size:8px;margin:0}.orbit-label{position:absolute;color:#818b73;letter-spacing:1px;font-family:var(--mono);font-size:7px;pointer-events:none}.label-one{top:110px;left:4%}.label-two{bottom:112px;right:1%;color:#c48866}.hero-foot{position:absolute;bottom:23px;left:0;right:0;display:flex;justify-content:space-between;color:#7f8877;font-family:var(--mono);font-size:8px;letter-spacing:1px}.hero-foot a span{color:var(--accent);margin-left:12px}.stats-band{border-block:1px solid var(--line);background:#161814}.stats{display:grid;grid-template-columns:repeat(4,1fr);padding-block:33px}.stats>div{border-right:1px solid #34382e;padding-left:33px;display:flex;flex-direction:column}.stats>div:first-child{padding-left:0}.stats>div:last-child{border:0}.stats strong{font-size:38px;font-weight:450;line-height:1.2;letter-spacing:-2px}.stats span{font-size:10px;color:var(--muted);margin-top:8px}.section{padding-block:100px}.section-heading{margin-bottom:46px}.section-heading .eyebrow{margin-bottom:22px}h2{font-weight:450;font-size:clamp(32px,3.4vw,47px);line-height:1.15;letter-spacing:-1.8px;margin:0}.muted{color:#8f9886}h2 .serif{font-size:1.16em}.overview-grid{display:grid;grid-template-columns:1fr 1.15fr;gap:85px}.abstract p{font-size:14px;color:var(--muted);line-height:1.9}.abstract .lead{font-size:21px;line-height:1.5;color:#dce1d3;letter-spacing:-.4px;margin-bottom:22px}.text-link{font-size:11px;color:var(--accent);display:inline-block;margin-top:10px}.text-link:hover{text-decoration:underline}.text-link span{margin-left:20px}.class-panel{border:1px solid #3a4034;border-radius:6px;overflow:hidden}.panel-heading{display:flex;justify-content:space-between;font-family:var(--mono);font-size:8px;color:#adb89f;letter-spacing:1px;padding:18px 22px;border-bottom:1px solid #343b2d}.panel-heading sub{font-size:6px}.class-grid{display:grid;grid-template-columns:1fr 1fr}.class-cell{padding:21px 22px;border-bottom:1px solid #2e3428}.class-cell:nth-child(odd){border-right:1px solid #343a2d}.class-cell>span{display:flex;justify-content:space-between;font-family:var(--mono);font-size:8px;color:#777f6d;margin-bottom:14px}.class-cell i{font-size:6px;font-style:normal;color:var(--accent)}.class-cell strong{font-size:16px;font-weight:500}.class-cell p{font-size:11px;line-height:1.7;color:#818d77;margin:7px 0 0}.class-cell.correct{background:#aec99c0b}.class-cell.correct strong{color:var(--mint)}.class-cell.wrong{background:#efa37f0a}.class-cell.wrong strong{color:var(--accent)}.panel-note{font-size:9px;color:#7f8974;line-height:1.8;padding:14px 22px;margin:0}.method-section{background:#151713;border-block:1px solid var(--line)}.split-heading{display:flex;justify-content:space-between;align-items:flex-end;gap:50px}.split-heading>p{max-width:290px;font-size:12px;color:var(--muted);margin:0;line-height:1.9}.pipeline{display:grid;grid-template-columns:repeat(4,1fr);margin:55px 0 45px;border-block:1px solid #343c2d}.pipeline article{padding:28px 25px 25px 0}.pipeline article+article{border-left:1px solid #343c2d;padding-left:24px}.step-number{font-family:var(--mono);color:var(--accent);font-size:8px;letter-spacing:1px}h3{font-size:17px;font-weight:500;letter-spacing:-.3px}.pipeline h3{margin:19px 0 12px}.pipeline p{font-size:11px;color:#929d86;line-height:1.9;min-height:83px}.pipeline code{font-size:10px;color:#b4c4a6;font-family:var(--mono)}.framework{margin:0;border:1px solid #3a4232;border-radius:6px;overflow:hidden}.figure-top{display:flex;justify-content:space-between;padding:17px 23px;font-family:var(--mono);font-size:8px;letter-spacing:1px;color:#b6c1a8}.figure-top a{color:var(--accent);letter-spacing:0}.framework-image{padding:28px 42px;background:#fff;text-align:center}.framework img{width:100%;height:auto;max-height:590px;object-fit:contain;display:block}figcaption{padding:17px 23px;color:#9aa88b;font-size:10px}figcaption span{font-family:var(--mono);color:var(--accent);margin-right:18px;font-size:8px}.method-callout{display:flex;align-items:center;gap:24px;border-bottom:1px solid #353e2c;padding:30px 0 0;margin-top:4px}.callout-mark{color:var(--accent);font-size:44px}.method-callout p{color:#8c9a7e;font-size:12px;flex:1}.method-callout strong{color:#d1ddc5;font-weight:500}.method-callout .text-link{margin:0 0 20px;white-space:nowrap}.result-controls{display:flex;align-items:center;justify-content:space-between;gap:20px;margin-bottom:32px}.model-tabs{display:flex;gap:4px;border:1px solid #363d2d;padding:5px;border-radius:5px}.model-tabs button{background:transparent;color:#9ba78d;border:0;border-radius:3px;padding:10px 17px;font-size:11px}.model-tabs button[aria-pressed=true]{background:#b1c29b;color:#171d12}.dataset-label{display:flex;align-items:center;gap:14px;font-family:var(--mono);font-size:8px;color:#869475;letter-spacing:1px}select{background:#1a2015;border:1px solid #3e4833;color:#d7e3cb;border-radius:4px;padding:10px 13px;font-size:11px;min-width:150px}.result-summary{display:grid;grid-template-columns:1fr 1fr 1fr;border:1px solid #39452e;border-radius:5px;margin-bottom:28px;background:radial-gradient(ellipse at 20% 0,#afc49a0b,transparent 80%)}.summary-item{padding:22px 26px;border-right:1px solid #323e26}.summary-item:last-child{border:0}.summary-item>span{font-family:var(--mono);color:#95a481;letter-spacing:1px;font-size:8px;display:block}.summary-item strong{font-weight:450;font-size:35px;line-height:1.7;letter-spacing:-1px}.summary-item strong em{font-size:19px;color:var(--accent);font-style:normal}.summary-item p{color:#839473;font-size:9px;margin:0}.table-scroll{overflow-x:auto}table{width:100%;border-collapse:collapse;white-space:nowrap;font-size:12px;text-align:right}caption{text-align:left;color:#889b76;font-family:var(--mono);font-size:9px;padding-bottom:16px}th,td{padding:16px 20px;border-bottom:1px solid #2c3822}th{color:#8fa17b;font-size:10px;font-weight:450}th:first-child,td:first-child{text-align:left;padding-left:0}td{font-family:var(--mono);color:#b7c5a7;font-size:11px}td small{color:#71865b;font-size:9px;margin-left:5px}.cochi-row{background:#b1c29b0b}.cochi-row td{color:#e3edda}.cochi-row td:first-child{padding-left:14px;border-left:2px solid var(--accent);color:var(--accent)}td.best{color:var(--accent);font-weight:500}.results-note{color:#7b9065;font-size:10px;margin-top:18px;max-width:850px;line-height:1.8}.findings{display:grid;grid-template-columns:repeat(3,1fr);gap:45px;margin-top:55px}.findings article{border-top:1px solid #3a482d;padding-top:20px}.findings span{font-family:var(--mono);font-size:9px;color:var(--accent)}.findings h3{margin:13px 0 9px}.findings p{font-size:12px;color:#8c9e7b;line-height:1.9}.reproduce-section{background:#1b2117;border-block:1px solid #37432d}.reproduce-grid{display:grid;grid-template-columns:1fr 1.2fr;gap:100px;align-items:center}.reproduce-grid h2{margin-bottom:23px}.reproduce-grid>div>p:not(.eyebrow){color:#97a887;font-size:12px;max-width:320px}.reproduce-grid .button{margin-top:8px}.reproduce-grid .small-note{font-size:9px!important;line-height:1.9;margin:17px 0 0}.code-panel{border:1px solid #414e36;background:#10150d;border-radius:6px;overflow:hidden;min-width:0}.code-header{padding:14px 18px;border-bottom:1px solid #2e3a24;display:flex;justify-content:space-between;align-items:center;font-family:var(--mono);font-size:8px;color:#7f9569}.code-header i{display:inline-block;width:5px;height:5px;border-radius:50%;background:#596a47;margin-right:4px}.code-header i:first-child{background:#c2835f}pre{overflow:auto;margin:0;padding:26px;font-size:11px;color:#c4d6b1;line-height:2;font-family:var(--mono)}pre code{font:inherit}.copy-button{border:1px solid #46583a;border-radius:3px;background:transparent;color:#adbf9b;padding:5px 10px;font-family:var(--mono);font-size:9px}.copy-button:hover{color:var(--accent);border-color:var(--accent)}.code-footer{font-family:var(--mono);font-size:8px;color:#7d9467;border-top:1px solid #2e3a24;padding:12px 26px}.citation-section{display:grid;grid-template-columns:1fr 1.5fr;gap:70px}.citation-section h2{margin-bottom:15px}.accent{color:var(--accent)}.citation-section p:not(.eyebrow){font-size:12px;color:#849772}.citation-panel{border:1px solid #39492c;border-radius:5px;overflow:hidden;min-width:0}.citation-head{padding:14px 22px;display:flex;justify-content:space-between;align-items:center;font-family:var(--mono);font-size:8px;color:#97af80;border-bottom:1px solid #2d3c22}.citation-panel pre{font-size:10px;line-height:1.9;color:#9fb68a}.footer{border-top:1px solid #394a2b;padding-block:38px 25px}.footer-top{display:flex;gap:40px;align-items:center;margin-bottom:40px}.footer-top p{font-size:11px;color:#8ba075;margin:0;line-height:1.8}.footer-top .brand{font-size:23px}.back-top{margin-left:auto;color:#b2c69d;font-size:10px}.footer-bottom{display:flex;justify-content:space-between;gap:15px;font-size:9px;color:#758e5d}.footer-bottom a:hover{color:var(--accent)}.acknowledgment{font-size:8px;color:#62784e;margin:15px 0 0}.toast{position:fixed;bottom:26px;left:50%;transform:translate(-50%,20px);background:#d5e2c8;color:#17220f;padding:10px 22px;border-radius:5px;font-size:12px;opacity:0;pointer-events:none;z-index:30;transition:.2s}.toast.visible{opacity:1;transform:translate(-50%,0)}.skip-link{position:fixed;top:-80px;left:20px;z-index:40;background:var(--accent);color:#101110;padding:10px}.skip-link:focus{top:10px}
@media(min-width:1500px){.hero{min-height:850px}.hero-visual{height:540px}}@media(max-width:1000px){.wrap{width:calc(100% - 56px)}.hero{gap:18px;min-height:740px;padding-top:60px}h1{font-size:51px;letter-spacing:-2.8px}.hero-visual{height:430px}.visual-bottom{font-size:8px}.legend-dot.mint{margin-left:6px}.toggle{font-size:8px;padding:7px}.overview-grid{gap:40px}.reproduce-grid{gap:40px}.pipeline article{padding-right:14px}.pipeline article+article{padding-left:14px}.pipeline p{min-height:105px}.model-tabs button{padding:9px 10px}.section{padding-block:75px}.hero-description{font-size:18px}.hero-detail{font-size:12px}.authors{font-size:10px;gap:6px 10px}.visual-top{font-size:7px}}
@media(max-width:720px){.wrap{width:calc(100% - 40px)}.nav{height:68px;gap:12px}.brand{font-size:23px}.brand-mark{font-size:34px}.nav-links{gap:14px;margin:0 0 0 auto;font-size:10px}.nav-links a:nth-child(1),.nav-links a:nth-child(4){display:none}.nav-paper{padding:7px 10px;font-size:10px}.nav-paper span{margin-left:6px}.hero{grid-template-columns:1fr;padding-top:52px;padding-bottom:69px;min-height:0;gap:30px}.hero .eyebrow{font-size:8px;letter-spacing:1px}h1{font-size:clamp(43px,10.8vw,67px);letter-spacing:-2.7px}.hero-description{font-size:19px}.hero-detail{font-size:13px;max-width:460px}.hero-actions{margin-block:24px}.authors{font-size:11px}.affiliation{font-size:10px}.affiliation span{display:inline;margin-left:8px;font-size:8px}.hero-visual{height:400px;width:100%;max-width:500px;justify-self:center}.visual-top{font-size:8px}.visual-bottom{font-size:9px}.toggle{font-size:10px}.hero-foot{font-size:6px;letter-spacing:.5px;bottom:21px}.stats{grid-template-columns:1fr 1fr;padding-block:9px}.stats>div{padding:20px!important}.stats>div:nth-child(2){border-right:0}.stats>div:nth-child(-n+2){border-bottom:1px solid #34382e}.stats strong{font-size:32px}.stats span{font-size:9px}.section{padding-block:64px}h2{font-size:36px;letter-spacing:-1.3px}.eyebrow{font-size:9px;margin-bottom:20px}.section-heading{margin-bottom:30px}.overview-grid,.reproduce-grid,.citation-section{grid-template-columns:1fr;gap:33px}.abstract .lead{font-size:19px}.abstract p{font-size:13px}.split-heading{display:block}.split-heading>p{max-width:400px;margin-top:20px}.pipeline{grid-template-columns:1fr 1fr;margin-top:30px}.pipeline article{padding:23px 16px!important}.pipeline article:nth-child(3){border-left:0}.pipeline article:nth-child(-n+2){border-bottom:1px solid #343c2d}.pipeline p{min-height:90px;font-size:11px}.pipeline h3{font-size:15px}.pipeline code{font-size:8px}.framework-image{padding:15px 9px}.figure-top{font-size:7px;padding:14px}figcaption{font-size:9px;padding:14px}.method-callout{align-items:flex-start;gap:15px;flex-wrap:wrap}.method-callout p{font-size:11px}.method-callout .text-link{margin-left:47px}.callout-mark{font-size:32px}.result-controls{align-items:stretch;flex-direction:column;gap:15px}.model-tabs{justify-content:space-between}.model-tabs button{padding:9px;font-size:10px}.dataset-label{justify-content:space-between}.dataset-label select{flex:1;max-width:220px}.result-summary{grid-template-columns:1fr 1fr}.summary-item{padding:16px}.summary-item strong{font-size:29px}.summary-item strong em{font-size:15px}.summary-item:last-child{grid-column:1/-1;border-top:1px solid #323e26;display:flex;align-items:center;justify-content:space-between;gap:15px}.summary-item:last-child p{max-width:100px}.summary-item>span{font-size:7px}.summary-item p{font-size:8px}th,td{padding:13px 14px}td{font-size:10px}td small{display:block;font-size:8px}.findings{grid-template-columns:1fr;gap:17px;margin-top:35px}.findings article{padding-top:16px}.findings h3{margin:8px 0}.findings p{margin-bottom:5px}.reproduce-grid{gap:30px}pre{font-size:10px;padding:20px}.citation-panel pre{font-size:9px;padding:20px}.footer-top{gap:20px;flex-wrap:wrap;margin-bottom:25px}.footer-top p{font-size:9px}.footer-bottom{flex-direction:column;gap:9px}.footer-bottom span{font-size:8px}.back-top{font-size:9px}.acknowledgment{font-size:7px}.class-cell{padding:17px}.class-cell strong{font-size:14px}.class-cell i{font-size:5px}.class-cell p{font-size:10px}.panel-heading{padding:15px 17px;font-size:7px}.panel-note{padding:13px 17px}.network-status{font-size:7px}}
@media(prefers-reduced-motion:reduce){html{scroll-behavior:auto}*,*:before,*:after{transition:none!important;animation:none!important}}

/* Keep decorative petals behind content and outside pointer hit testing. */
.petal-scene{position:relative;isolation:isolate}
.petal-background{position:absolute;inset:0;width:100%;height:100%;z-index:-1;pointer-events:none;border-radius:inherit}

/* Row headings remain semantic while retaining method styling. */
tbody th{font-size:12px;color:#b7c5a7;font-weight:450}tbody .cochi-row th{padding-left:14px;border-left:2px solid var(--accent);color:var(--accent)}

/* Sponsor lockup: original brand colors on a restrained dark surface. */
.sponsor-row{display:flex;align-items:center;gap:30px;padding:26px 30px;margin:0 0 30px;border:1px solid #343d2e;border-radius:6px;background:linear-gradient(110deg,#1b2118,#141713)}
.sponsor-logo{flex:0 0 126px;padding-right:28px;border-right:1px solid #39432f}
.sponsor-logo img{display:block;width:98px;height:auto}
.sponsor-copy{flex:1;min-width:0}
.sponsor-label{display:block;font-family:var(--mono);font-size:8px;letter-spacing:1.8px;color:var(--accent);margin-bottom:10px}
.sponsor-copy p{font-size:15px;font-weight:500;letter-spacing:-.2px;color:#d9e0d2;line-height:1.5;margin:0 0 5px}
.sponsor-copy>span:last-child{color:#8b9c7c;font-size:11px}
.sponsor-thanks{color:#829674;font-size:10px;line-height:1.9;margin:0;text-align:right}
.sponsor-thanks strong{font-weight:450;color:#bfceb2}
.sponsor-thanks a{text-decoration:underline;text-decoration-color:#bfceb255;text-underline-offset:3px}
.sponsor-thanks a:hover,.sponsor-thanks a:focus-visible{color:var(--accent);text-decoration-color:currentColor}
@media(max-width:720px){.sponsor-row{gap:21px;padding:22px 20px;flex-wrap:wrap;margin-bottom:25px}.sponsor-logo{flex-basis:91px;padding-right:20px}.sponsor-logo img{width:70px}.sponsor-copy p{font-size:12px}.sponsor-label{font-size:7px;letter-spacing:1.3px;margin-bottom:7px}.sponsor-copy>span:last-child{font-size:9px}.sponsor-thanks{width:100%;text-align:left;border-top:1px solid #303a28;padding-top:14px;font-size:9px}.sponsor-thanks br{display:none}.sponsor-thanks strong{margin-left:4px}}
/* A light plaque preserves the navy lettering in the supplied sponsor artwork. */
.sponsor-logo{flex-basis:136px;padding:12px 16px;border:1px solid #e5e5da;border-radius:4px;background:#f5f5ed}
.sponsor-logo img{width:102px}
@media(max-width:720px){.sponsor-logo{flex-basis:96px;padding:9px 11px}.sponsor-logo img{width:72px}}