🕵️‍♂️ From Conspiracy to Forecast: Turn Wild Theories into Publishable Models

function truthSimulatorDashboard(levers) {
    function renderDynamicChart(levers) {
        return {
            type: 'line',
            data: Object.entries(levers).map(([key, value]) => ({
                label: key.replace(/_/g, ' '),
                value: value * 100
            })),
            options: { responsive: true, scales: { y: { beginAtZero: true } } }
        };
    }
    
    function generateExportFormats(data) {
        return {
            pdf: `conspiracy_forecast_${Date.now()}.pdf`,
            x_post: `🚨 New conspiracy model: ${data.chaos_score} truth units! #TruthForecast`,
            nft: `TruthNFT_${data.chaos_score}.eth`,
            csv: `conspiracy_data_${Date.now()}.csv`
        };
    }
    
    function calculateTruthScore(data) {
        return data.chaos_score ? parseFloat(data.chaos_score) : 0;
    }
    
    const simulation = conspiracyLeverSimulator(levers);
    return {
        chart: renderDynamicChart(levers),
        simulation_results: simulation,
        exports: generateExportFormats(simulation),
        cat_approval: simulation.cat_audit,
        truth_score: calculateTruthScore(simulation)
    };
}

function truthLeaderboard(theorists) {
    const rankings = theorists.sort((a, b) => b.truth_score - a.truth_score).slice(0, 4);
    return rankings.map((t, i) => ({
        rank: i + 1,
        theorist: t.name,
        truth_score: t.truth_score === Infinity ? '∞' : t.truth_score,
        signature_model: t.signature_model,
        cat_approval: '😻'.repeat(Math.min(5, Math.max(1, Math.floor(t.cat_rating))))
    }));
}