One row per (race_year, race_id, constructor_id). Circuit-specific car advantage beyond the constructor’s season-TO-DATE average. E.g., Red Bull faster at high-downforce tracks. The shrinkage pool is keyed on the physical-circuit id, so a renamed event or double-header (e.g. mexican_grand_prix / mexico_city_grand_prix) shares one pool rather than splitting into two thinner cells. Shrunk toward 0 (Bayesian prior). Positive = slower at this circuit than the season so far. Point-in-time since 08f-2: both the season average and the shrinkage pool are expanding windows over races STRICTLY BEFORE this one, where both used to be GROUP BYs that pooled the whole season and every ingested season respectively. Consequence to know before reading the column: 2018 is the first ingested season, so no 2018 row has a prior visit and the interaction is identically 0 across it.
Seconds adjustment for this constructor at this circuit. Positive = slower.
⌘I
{"docsConfig":{"theme":"luma","$schema":"https://mintlify.com/docs.json","name":"Off The Pace • docs","colors":{"primary":"#e40404"},"logo":{"light":"https://media.brand.dev/ac2251a0-45a7-490a-8cdc-9a56a531fba3.svg","dark":"https://media.brand.dev/ac2251a0-45a7-490a-8cdc-9a56a531fba3.svg"},"appearance":{"default":"dark"},"icons":{"library":"lucide"},"styling":{"latex":true},"navigation":{"global":{"anchors":[{"anchor":"Launch App","icon":"gauge","href":"https://off-the-pace.web.app"},{"anchor":"Docs","icon":"book","href":"https://offthepace.mintlify.app/"},{"anchor":"GitHub Repository","icon":{"name":"github","library":"fontawesome"},"href":"https://github.com/JustinClarke/off-the-pace"}]},"pages":[]}},"deployment":{"deploymentMetadataValue":{"subdomain":"offthepace","hasAudioNarration":false,"actualSubdomain":"offthepace","customDomains":[],"gitSource":{"type":"github","owner":"justinclarke","repo":"off-the-pace","deployBranch":"main","contentDirectory":"docs","isPrivate":true,"mountPath":"","label":""},"entitlements":{"AI_CHAT":{"status":"DISABLED"}},"buildId":"6af0d1536412adac01294931","clientVersion":"0.0.4088","searchFilterCounts":[{"language":"default","tag":"Transform","count":140},{"language":"default","tag":"Model Reference","count":95},{"language":"default","tag":"Intermediate","count":53},{"language":"default","tag":"App","count":44},{"language":"default","tag":"Macros","count":26},{"language":"default","tag":"Data","count":20},{"language":"default","tag":"Start Here","count":17},{"language":"default","tag":"Marts","count":17},{"language":"default","tag":"Staging","count":17},{"language":"default","tag":"Machine Learning","count":15}]},"assistantConfig":{"enableAskAiButton":false,"enableStarterQuestions":false,"enableContextualStarterQuestions":false,"enableAskAiSearchBar":true,"deflection":{"enabled":true,"email":"justinsavioclarke@outlook.com","showHelpButton":true}},"basePath":"","hasChatPermissions":false,"hasWebMcpPermissions":false,"toggles":[],"googleFontsInlined":false},"customCss":[{"filePath":"custom.css","content":"@media (max-width: 639px){.mobile-grid>div{grid-template-columns:repeat(2, minmax(0, 1fr))!important;gap:0.5rem!important}.mobile-grid>div>a,.mobile-grid>div>div{padding:0.75rem!important;min-height:auto!important}.mobile-grid>div h2,.mobile-grid>div h3,.mobile-grid>div .font-semibold{font-size:0.875rem!important;line-height:1.25rem!important}.mobile-grid>div p{font-size:0.75rem!important;line-height:1rem!important;margin-top:0.25rem!important}.mobile-grid>div svg{width:1.25rem!important;height:1.25rem!important;margin-bottom:0.5rem!important}}"}],"page":{"pagePath":"reference/models/int/int_circuit_x_constructor_interaction","slug":"/reference/models/int/int_circuit_x_constructor_interaction","pageMetadata":{"title":"int_circuit_x_constructor_interaction","sidebarTitle":"int_circuit_x_constructor_interaction","description":"One row per (race_year, race_id, constructor_id).","href":"/reference/models/int/int_circuit_x_constructor_interaction"},"description":{"compiledSource":"\"use strict\";\nconst {jsx: _jsx} = arguments[0];\nconst {useMDXComponents: _provideComponents} = arguments[0];\nfunction _createMdxContent(props) {\n const _components = {\n p: \"p\",\n ..._provideComponents(),\n ...props.components\n };\n return _jsx(_components.p, {\n children: \"One row per (race_year, race_id, constructor_id).\"\n });\n}\nfunction MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);\n}\nreturn {\n default: MDXContent\n};\n","frontmatter":{},"scope":{}},"pageType":"default","mdx":{"mdxSource":{"compiledSource":"\"use strict\";const{Fragment:_Fragment,jsx:_jsx,jsxs:_jsxs}=arguments[0];const{useMDXComponents:_provideComponents}=arguments[0];function _createMdxContent(props){const _components={a:`a`,code:`code`,p:`p`,strong:`strong`,tbody:`tbody`,td:`td`,th:`th`,thead:`thead`,tr:`tr`,..._provideComponents(),...props.components},{Heading,Mermaid,Note,Table}=_components;if(!Heading)_missingMdxReference(`Heading`,true);if(!Mermaid)_missingMdxReference(`Mermaid`,true);if(!Note)_missingMdxReference(`Note`,true);if(!Table)_missingMdxReference(`Table`,true);return _jsxs(_Fragment,{children:[_jsxs(Note,{children:[`Part of the `,_jsx(_components.a,{href:`/transform/families/pace-baselines`,children:`Pace Baselines`}),` family.`]}),`\n`,_jsx(_components.p,{children:`One row per (race_year, race_id, constructor_id). Circuit-specific car advantage beyond the constructor’s season-TO-DATE average. E.g., Red Bull faster at high-downforce tracks. The shrinkage pool is keyed on the physical-circuit id, so a renamed event or double-header (e.g. mexican_grand_prix / mexico_city_grand_prix) shares one pool rather than splitting into two thinner cells. Shrunk toward 0 (Bayesian prior). Positive = slower at this circuit than the season so far. Point-in-time since 08f-2: both the season average and the shrinkage pool are expanding windows over races STRICTLY BEFORE this one, where both used to be GROUP BYs that pooled the whole season and every ingested season respectively. Consequence to know before reading the column: 2018 is the first ingested season, so no 2018 row has a prior visit and the interaction is identically 0 across it.`}),`\n`,_jsx(Heading,{level:`2`,id:`lineage`,children:`Lineage`}),`\n`,_jsx(Mermaid,{chart:`flowchart LR\n int_constructor_structural_pace --> int_circuit_x_constructor_interaction\n int_circuit_x_constructor_interaction --> fct_ghost_car_pace\n style int_circuit_x_constructor_interaction fill:#e40404,stroke:#e40404,color:#fff`}),`\n`,_jsx(Heading,{level:`2`,id:`overview`,children:`Overview`}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Property`}),_jsx(_components.th,{children:`Value`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Layer`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`intermediate`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Family`}),_jsx(_components.td,{children:_jsx(_components.a,{href:`/transform/families/pace-baselines`,children:`Pace Baselines`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Contract enforced`}),_jsx(_components.td,{children:`No`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Tags`}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`simulation`}),`, `,_jsx(_components.code,{children:`ghost_car`})]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Upstream`}),_jsx(_components.td,{children:_jsx(_components.a,{href:`/reference/models/int/int_constructor_structural_pace`,children:_jsx(_components.code,{children:`int_constructor_structural_pace`})})})]})]})]}),`\n`,_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`3 tests`}),` `,_jsx(_components.a,{href:`/transform/ci/overview`,children:`guard`}),` this model - 3 generic, 0 singular.`]}),`\n`,_jsx(Heading,{level:`2`,id:`columns`,children:`Columns`}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Column`}),_jsx(_components.th,{children:`Type`}),_jsx(_components.th,{children:`Nullable`}),_jsx(_components.th,{children:`Tests`}),_jsx(_components.th,{children:`Description`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`constructor_race_id`})}),_jsx(_components.td,{}),_jsx(_components.td,{children:`Yes`}),_jsxs(_components.td,{children:[_jsx(_components.a,{href:`/transform/ci/structural`,children:_jsx(_components.code,{children:`not_null`})}),`, `,_jsx(_components.a,{href:`/transform/ci/structural`,children:_jsx(_components.code,{children:`unique`})})]}),_jsx(_components.td,{children:`Surrogate PK`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`circuit_constructor_interaction_s`})}),_jsx(_components.td,{}),_jsx(_components.td,{children:`Yes`}),_jsx(_components.td,{children:_jsx(_components.a,{href:`/transform/ci/structural`,children:_jsx(_components.code,{children:`not_null`})})}),_jsx(_components.td,{children:`Seconds adjustment for this constructor at this circuit. Positive = slower.`})]})]})]})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{default:MDXContent};function _missingMdxReference(id,component){throw new Error(`Expected `+(component?`component`:`object`)+\" `\"+id+\"` to be defined: you likely forgot to import, pass, or provide it.\")}","frontmatter":{},"scope":{"config":{},"pageMetadata":{"title":"int_circuit_x_constructor_interaction","sidebarTitle":"int_circuit_x_constructor_interaction","description":"One row per (race_year, race_id, constructor_id).","href":"/reference/models/int/int_circuit_x_constructor_interaction"}}},"mdxSourceWithNoJs":null},"mdxExtracts":{"tableOfContents":[{"title":"Lineage","slug":"lineage","depth":2,"children":[]},{"title":"Overview","slug":"overview","depth":2,"children":[]},{"title":"Columns","slug":"columns","depth":2,"children":[]}],"codeExamples":{}},"jsLinks":[],"subdomain":"offthepace","siteName":"Off The Pace • docs","title":"int_circuit_x_constructor_interaction - Off The Pace • docs","navMaps":{"firstHrefInVersion":{},"firstHrefInLanguage":{}},"lastModified":"2026-10-03T18:48:43.147Z","originalFileLocation":"reference/models/int/int_circuit_x_constructor_interaction.mdx"},"headHtml":"\u003cscript data-mint-head>(function(){var d=document.documentElement,p=null;if(!p){try{p=localStorage.getItem(\"isDarkMode\")}catch(e){}if(p==='true')p='dark';else if(p==='false')p='light';if(p!=='light'\u0026\u0026p!=='dark'\u0026\u0026p!=='system')p=\"dark\"}var r=p==='system'?(matchMedia(\"(prefers-color-scheme: dark)\").matches?'dark':'light'):p;d.classList.remove(r==='dark'?'light':'dark');d.classList.add(r);d.setAttribute(\"data-theme-preference\",p)})();\u003c/script>\u003cmeta data-mint-head name=\"description\" content=\"One row per (race_year, race_id, constructor_id).\">\u003cmeta data-mint-head name=\"application-name\" content=\"Off The Pace • docs\">\u003cmeta data-mint-head name=\"generator\" content=\"Mintlify\">\u003clink data-mint-head rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"https://mintlify.s3.us-west-1.amazonaws.com/offthepace/_generated/favicon/apple-touch-icon.png?v=3\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"https://mintlify.s3.us-west-1.amazonaws.com/offthepace/_generated/favicon/favicon-32x32.png?v=3\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"https://mintlify.s3.us-west-1.amazonaws.com/offthepace/_generated/favicon/favicon-16x16.png?v=3\">\u003clink data-mint-head rel=\"shortcut icon\" type=\"image/x-icon\" href=\"https://mintlify.s3.us-west-1.amazonaws.com/offthepace/_generated/favicon/favicon.ico?v=3\">\u003cmeta data-mint-head property=\"og:title\" content=\"int_circuit_x_constructor_interaction - Off The Pace • docs\">\u003cmeta data-mint-head property=\"og:description\" content=\"One row per (race_year, race_id, constructor_id).\">\u003cmeta data-mint-head property=\"og:site_name\" content=\"Off The Pace • docs\">\u003cmeta data-mint-head property=\"og:url\" content=\"https://offthepace.mintlify.app/reference/models/int/int_circuit_x_constructor_interaction\">\u003cmeta data-mint-head property=\"og:type\" content=\"website\">\u003cmeta data-mint-head property=\"og:image\" content=\"https://offthepace.mintlify.site/_mintlify/api/og/v2?division=Intermediate\u0026amp;title=int_circuit_x_constructor_interaction\u0026amp;description=One+row+per+%28race_year%2C+race_id%2C+constructor_id%29.\u0026amp;theme=fd3b448b0951ec74ec361b01\u0026amp;signature=ee7a8834e43fa7767172a9e1bc007d2e6a75578047a862d4ec2766b32da584d7\">\u003cmeta data-mint-head property=\"og:image:width\" content=\"1200\">\u003cmeta data-mint-head property=\"og:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"twitter:card\" content=\"summary_large_image\">\u003cmeta data-mint-head name=\"twitter:title\" content=\"int_circuit_x_constructor_interaction - Off The Pace • docs\">\u003cmeta data-mint-head name=\"twitter:description\" content=\"One row per (race_year, race_id, constructor_id).\">\u003cmeta data-mint-head name=\"twitter:image\" content=\"https://offthepace.mintlify.site/_mintlify/api/og/v2?division=Intermediate\u0026amp;title=int_circuit_x_constructor_interaction\u0026amp;description=One+row+per+%28race_year%2C+race_id%2C+constructor_id%29.\u0026amp;theme=fd3b448b0951ec74ec361b01\u0026amp;signature=ee7a8834e43fa7767172a9e1bc007d2e6a75578047a862d4ec2766b32da584d7\">\u003cmeta data-mint-head name=\"twitter:image:width\" content=\"1200\">\u003cmeta data-mint-head name=\"twitter:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"msapplication-config\" content=\"https://mintlify.s3.us-west-1.amazonaws.com/offthepace/_generated/favicon/browserconfig.xml?v=3\">\u003cmeta data-mint-head name=\"apple-mobile-web-app-title\" content=\"Off The Pace • docs\">\u003cmeta data-mint-head name=\"msapplication-TileColor\" content=\"#e40404\">\u003clink data-mint-head rel=\"canonical\" href=\"https://offthepace.mintlify.app/reference/models/int/int_circuit_x_constructor_interaction\">\u003clink data-mint-head rel=\"alternate\" type=\"application/xml\" href=\"/sitemap.xml\">\u003clink data-mint-head rel=\"alternate\" type=\"text/markdown\" href=\"/reference/models/int/int_circuit_x_constructor_interaction.md\">\u003cscript data-mint-head type=\"application/ld+json\">{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https://offthepace.mintlify.app/#organization\",\"name\":\"Off The Pace • docs\",\"url\":\"https://offthepace.mintlify.app\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https://media.brand.dev/ac2251a0-45a7-490a-8cdc-9a56a531fba3.svg\"}},{\"@type\":\"WebSite\",\"@id\":\"https://offthepace.mintlify.app#website\",\"name\":\"Off The Pace • docs\",\"url\":\"https://offthepace.mintlify.app\",\"publisher\":{\"@id\":\"https://offthepace.mintlify.app/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https://offthepace.mintlify.app/reference/models/int/int_circuit_x_constructor_interaction#webpage\",\"url\":\"https://offthepace.mintlify.app/reference/models/int/int_circuit_x_constructor_interaction\",\"name\":\"int_circuit_x_constructor_interaction\",\"description\":\"One row per (race_year, race_id, constructor_id).\",\"dateModified\":\"2026-10-03T18:48:43.147Z\",\"isPartOf\":{\"@id\":\"https://offthepace.mintlify.app#website\"},\"breadcrumb\":{\"@id\":\"https://offthepace.mintlify.app/reference/models/int/int_circuit_x_constructor_interaction#breadcrumb\"}},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://offthepace.mintlify.app/reference/models/int/int_circuit_x_constructor_interaction#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Model Reference\",\"item\":\"https://offthepace.mintlify.app/reference/models/index\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Intermediate\",\"item\":\"https://offthepace.mintlify.app/reference/models/int/int_cell_power_law_fit\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"int_circuit_x_constructor_interaction\",\"item\":\"https://offthepace.mintlify.app/reference/models/int/int_circuit_x_constructor_interaction\"}]},{\"@type\":[\"Article\",\"TechArticle\"],\"@id\":\"https://offthepace.mintlify.app/reference/models/int/int_circuit_x_constructor_interaction#article\",\"headline\":\"int_circuit_x_constructor_interaction\",\"name\":\"int_circuit_x_constructor_interaction\",\"description\":\"One row per (race_year, race_id, constructor_id).\",\"url\":\"https://offthepace.mintlify.app/reference/models/int/int_circuit_x_constructor_interaction\",\"mainEntityOfPage\":{\"@id\":\"https://offthepace.mintlify.app/reference/models/int/int_circuit_x_constructor_interaction#webpage\"},\"dateModified\":\"2026-10-03T18:48:43.147Z\",\"publisher\":{\"@id\":\"https://offthepace.mintlify.app/#organization\"},\"isPartOf\":{\"@id\":\"https://offthepace.mintlify.app#website\"}}]}\u003c/script>\u003cscript data-mint-head type=\"application/ld+json\">{\"@context\":\"https://schema.org\",\"@type\":\"WebSite\",\"name\":\"Off The Pace • docs\",\"creator\":{\"@type\":\"Organization\",\"name\":\"Mintlify\",\"url\":\"https://mintlify.com\"}}\u003c/script>","siteName":"Off The Pace • docs","nav":{"global":{"anchors":[{"anchor":"Launch App","icon":"gauge","href":"https://off-the-pace.web.app"},{"anchor":"Docs","icon":"book","href":"https://offthepace.mintlify.app/"},{"anchor":"GitHub Repository","icon":{"name":"github","library":"fontawesome"},"href":"https://github.com/JustinClarke/off-the-pace"}]},"tabs":[{"tab":"Start Here","icon":"compass","pages":[{"title":"Start Here","href":""}]},{"tab":"Data","icon":"table","pages":[{"title":"Data","href":"/data/overview"}]},{"tab":"Transform","icon":"layers","groups":[{"group":"Concepts","icon":"calculator","pages":[{"title":"Transform layer overview: the model DAG and the eight families","sidebarTitle":"Transform Layer","href":"/transform/overview"},{"title":"The additive lap decomposition identity explained","sidebarTitle":"Additive Identity","href":"/decomposition/additive-identity"},{"title":"How lap time components are identified and estimated","sidebarTitle":"Methodology","href":"/decomposition/methodology"},{"title":"Understanding and predicting tyre cliff onset with ML","sidebarTitle":"Tyre Cliff","href":"/decomposition/tyre-cliff"},{"title":"Driver isolation: pure pace and relative pace","sidebarTitle":"Driver isolation","href":"/decomposition/driver-isolation"},{"title":"Known limitations of the lap decomposition pipeline","sidebarTitle":"Limitations","href":"/decomposition/limitations"}]},{"group":"How the Layer Works","icon":"workflow","pages":[{"title":"Staging family: Bronze Parquet to typed views","sidebarTitle":"Staging","href":"/transform/families/staging"},{"title":"Reference family: seed-backed and laps-derived dimensions","sidebarTitle":"Reference","href":"/transform/families/reference"},{"title":"Physics family: deterministic and EMA lap state","sidebarTitle":"Physics","href":"/transform/families/physics"},{"title":"Pace Baselines family: the curves every lap is measured against","sidebarTitle":"Pace Baselines","href":"/transform/families/pace-baselines"},{"title":"Skill family: de-biasing the car to leave the driver","sidebarTitle":"Skill","href":"/transform/families/skill"},{"title":"Residual Decomposition family: the additive identity and what it leaves over","sidebarTitle":"Residual","href":"/transform/families/residual"},{"title":"Strategy family: pit-stop and safety-car decision support","sidebarTitle":"Strategy","href":"/transform/families/strategy"},{"title":"Feature Marts family: the gold layer","sidebarTitle":"Marts","href":"/transform/families/marts"}]},{"group":"Model Reference","icon":"database","pages":[{"title":"dbt Models","href":"/reference/models/index"},{"group":"Staging","expanded":false,"pages":[{"title":"stg_circuit_info","sidebarTitle":"stg_circuit_info","href":"/reference/models/stg/stg_circuit_info"},{"title":"stg_events","sidebarTitle":"stg_events","href":"/reference/models/stg/stg_events"},{"title":"stg_lap_tyre_qa","sidebarTitle":"stg_lap_tyre_qa","href":"/reference/models/stg/stg_lap_tyre_qa"},{"title":"stg_laps","sidebarTitle":"stg_laps","href":"/reference/models/stg/stg_laps"},{"title":"stg_laps_qualifying","sidebarTitle":"stg_laps_qualifying","href":"/reference/models/stg/stg_laps_qualifying"},{"title":"stg_pits","sidebarTitle":"stg_pits","href":"/reference/models/stg/stg_pits"},{"title":"stg_race_control","sidebarTitle":"stg_race_control","href":"/reference/models/stg/stg_race_control"},{"title":"stg_results","sidebarTitle":"stg_results","href":"/reference/models/stg/stg_results"},{"title":"stg_results_qualifying","sidebarTitle":"stg_results_qualifying","href":"/reference/models/stg/stg_results_qualifying"},{"title":"stg_sector_times","sidebarTitle":"stg_sector_times","href":"/reference/models/stg/stg_sector_times"},{"title":"stg_session_status","sidebarTitle":"stg_session_status","href":"/reference/models/stg/stg_session_status"},{"title":"stg_session_status_qualifying","sidebarTitle":"stg_session_status_qualifying","href":"/reference/models/stg/stg_session_status_qualifying"},{"title":"stg_telemetry","sidebarTitle":"stg_telemetry","href":"/reference/models/stg/stg_telemetry"},{"title":"stg_telemetry_position","sidebarTitle":"stg_telemetry_position","href":"/reference/models/stg/stg_telemetry_position"},{"title":"stg_track_status","sidebarTitle":"stg_track_status","href":"/reference/models/stg/stg_track_status"},{"title":"stg_tyre_allocations","sidebarTitle":"stg_tyre_allocations","href":"/reference/models/stg/stg_tyre_allocations"},{"title":"stg_weather","sidebarTitle":"stg_weather","href":"/reference/models/stg/stg_weather"}]},{"group":"Intermediate","expanded":false,"pages":[{"title":"int_cell_power_law_fit","sidebarTitle":"int_cell_power_law_fit","description":"WI-17: the pooled fit and training target, one per race x compound hardness rank.","href":"/reference/models/int/int_cell_power_law_fit"},{"title":"int_circuit_x_constructor_interaction","sidebarTitle":"int_circuit_x_constructor_interaction","href":"/reference/models/int/int_circuit_x_constructor_interaction"},{"title":"int_compound_cliff_predicted","sidebarTitle":"int_compound_cliff_predicted","description":"Tyre compound degradation prediction using fitted survival-analysis parameters.","href":"/reference/models/int/int_compound_cliff_predicted"},{"title":"int_constructor_car_fe","sidebarTitle":"int_constructor_car_fe","href":"/reference/models/int/int_constructor_car_fe"},{"title":"int_constructor_car_fe_isolation","sidebarTitle":"int_constructor_car_fe_isolation","href":"/reference/models/int/int_constructor_car_fe_isolation"},{"title":"int_constructor_deg_sensitivity","sidebarTitle":"int_constructor_deg_sensitivity","href":"/reference/models/int/int_constructor_deg_sensitivity"},{"title":"int_constructor_structural_pace","sidebarTitle":"int_constructor_structural_pace","href":"/reference/models/int/int_constructor_structural_pace"},{"title":"int_constructor_structural_pace_qualifying","sidebarTitle":"int_constructor_structural_pace_qualifying","href":"/reference/models/int/int_constructor_structural_pace_qualifying"},{"title":"int_corner_drift_from_early_stint","sidebarTitle":"int_corner_drift_from_early_stint","href":"/reference/models/int/int_corner_drift_from_early_stint"},{"title":"int_corner_metrics","sidebarTitle":"int_corner_metrics","href":"/reference/models/int/int_corner_metrics"},{"title":"int_corner_skill_residuals","sidebarTitle":"int_corner_skill_residuals","href":"/reference/models/int/int_corner_skill_residuals"},{"title":"int_dirty_air_tax_component","sidebarTitle":"int_dirty_air_tax_component","href":"/reference/models/int/int_dirty_air_tax_component"},{"title":"int_driver_circuit_affinity","sidebarTitle":"int_driver_circuit_affinity","href":"/reference/models/int/int_driver_circuit_affinity"},{"title":"int_driver_circuit_era_affinity","sidebarTitle":"int_driver_circuit_era_affinity","href":"/reference/models/int/int_driver_circuit_era_affinity"},{"title":"int_driver_isolation_lap_pace","sidebarTitle":"int_driver_isolation_lap_pace","href":"/reference/models/int/int_driver_isolation_lap_pace"},{"title":"int_driver_isolation_lap_panel","sidebarTitle":"int_driver_isolation_lap_panel","href":"/reference/models/int/int_driver_isolation_lap_panel"},{"title":"int_driver_isolation_lap_values","sidebarTitle":"int_driver_isolation_lap_values","href":"/reference/models/int/int_driver_isolation_lap_values"},{"title":"int_driver_isolation_stint_tyre","sidebarTitle":"int_driver_isolation_stint_tyre","href":"/reference/models/int/int_driver_isolation_stint_tyre"},{"title":"int_driver_race_skill_loro","sidebarTitle":"int_driver_race_skill_loro","href":"/reference/models/int/int_driver_race_skill_loro"},{"title":"int_driver_season_ratings","sidebarTitle":"int_driver_season_ratings","href":"/reference/models/int/int_driver_season_ratings"},{"title":"int_era_normalized_driver_rating","sidebarTitle":"int_era_normalized_driver_rating","href":"/reference/models/int/int_era_normalized_driver_rating"},{"title":"int_event_corrections","sidebarTitle":"int_event_corrections","href":"/reference/models/int/int_event_corrections"},{"title":"int_field_pace_curve","sidebarTitle":"int_field_pace_curve","href":"/reference/models/int/int_field_pace_curve"},{"title":"int_lap_air_state","sidebarTitle":"int_lap_air_state","href":"/reference/models/int/int_lap_air_state"},{"title":"int_lap_anomaly_flags","sidebarTitle":"int_lap_anomaly_flags","href":"/reference/models/int/int_lap_anomaly_flags"},{"title":"int_lap_corner_drift","sidebarTitle":"int_lap_corner_drift","href":"/reference/models/int/int_lap_corner_drift"},{"title":"int_lap_corner_inputs","sidebarTitle":"int_lap_corner_inputs","href":"/reference/models/int/int_lap_corner_inputs"},{"title":"int_lap_fuel_state","sidebarTitle":"int_lap_fuel_state","href":"/reference/models/int/int_lap_fuel_state"},{"title":"int_lap_fuel_state_qualifying","sidebarTitle":"int_lap_fuel_state_qualifying","href":"/reference/models/int/int_lap_fuel_state_qualifying"},{"title":"int_lap_normalized_pace","sidebarTitle":"int_lap_normalized_pace","href":"/reference/models/int/int_lap_normalized_pace"},{"title":"int_lap_proximity","sidebarTitle":"int_lap_proximity","href":"/reference/models/int/int_lap_proximity"},{"title":"int_lap_residual_decomposed","sidebarTitle":"int_lap_residual_decomposed","href":"/reference/models/int/int_lap_residual_decomposed"},{"title":"int_lap_residual_decomposed_qualifying","sidebarTitle":"int_lap_residual_decomposed_qualifying","href":"/reference/models/int/int_lap_residual_decomposed_qualifying"},{"title":"int_lap_residual_stint_detrend","sidebarTitle":"int_lap_residual_stint_detrend","href":"/reference/models/int/int_lap_residual_stint_detrend"},{"title":"int_lap_telemetry_aggregates","sidebarTitle":"int_lap_telemetry_aggregates","href":"/reference/models/int/int_lap_telemetry_aggregates"},{"title":"int_lap_thermal_proxy","sidebarTitle":"int_lap_thermal_proxy","href":"/reference/models/int/int_lap_thermal_proxy"},{"title":"int_pit_loss_circuit","sidebarTitle":"int_pit_loss_circuit","href":"/reference/models/int/int_pit_loss_circuit"},{"title":"int_pit_strategy_cost_curve","sidebarTitle":"int_pit_strategy_cost_curve","href":"/reference/models/int/int_pit_strategy_cost_curve"},{"title":"int_pit_strategy_value","sidebarTitle":"int_pit_strategy_value","href":"/reference/models/int/int_pit_strategy_value"},{"title":"int_power_law_lap","sidebarTitle":"int_power_law_lap","href":"/reference/models/int/int_power_law_lap"},{"title":"int_qualifying_decomposed","sidebarTitle":"int_qualifying_decomposed","href":"/reference/models/int/int_qualifying_decomposed"},{"title":"int_qualifying_driver_summary","sidebarTitle":"int_qualifying_driver_summary","href":"/reference/models/int/int_qualifying_driver_summary"},{"title":"int_qualifying_push_laps","sidebarTitle":"int_qualifying_push_laps","href":"/reference/models/int/int_qualifying_push_laps"},{"title":"int_qualifying_segments","sidebarTitle":"int_qualifying_segments","href":"/reference/models/int/int_qualifying_segments"},{"title":"int_sc_hazard_history","sidebarTitle":"int_sc_hazard_history","href":"/reference/models/int/int_sc_hazard_history"},{"title":"int_sector_residual_decomposed","sidebarTitle":"int_sector_residual_decomposed","href":"/reference/models/int/int_sector_residual_decomposed"},{"title":"int_stint_end_regime","sidebarTitle":"int_stint_end_regime","href":"/reference/models/int/int_stint_end_regime"},{"title":"int_stint_geometry","sidebarTitle":"int_stint_geometry","href":"/reference/models/int/int_stint_geometry"},{"title":"int_stint_power_law_fit","sidebarTitle":"int_stint_power_law_fit","href":"/reference/models/int/int_stint_power_law_fit"},{"title":"int_synthetic_teammate","sidebarTitle":"int_synthetic_teammate","href":"/reference/models/int/int_synthetic_teammate"},{"title":"int_track_evolution","sidebarTitle":"int_track_evolution","href":"/reference/models/int/int_track_evolution"},{"title":"int_track_geometry","sidebarTitle":"int_track_geometry","href":"/reference/models/int/int_track_geometry"},{"title":"int_tyre_surface_vs_bulk_decoupling","sidebarTitle":"int_tyre_surface_vs_bulk_decoupling","href":"/reference/models/int/int_tyre_surface_vs_bulk_decoupling"}]},{"group":"Marts","expanded":false,"pages":[{"title":"fct_cliff_prediction_features","sidebarTitle":"fct_cliff_prediction_features","href":"/reference/models/fct/fct_cliff_prediction_features"},{"title":"fct_driver_isolation_lap","sidebarTitle":"fct_driver_isolation_lap","href":"/reference/models/fct/fct_driver_isolation_lap"},{"title":"fct_driver_isolation_pair_lap","sidebarTitle":"fct_driver_isolation_pair_lap","href":"/reference/models/fct/fct_driver_isolation_pair_lap"},{"title":"fct_driver_isolation_race","sidebarTitle":"fct_driver_isolation_race","href":"/reference/models/fct/fct_driver_isolation_race"},{"title":"fct_driver_isolation_stint","sidebarTitle":"fct_driver_isolation_stint","href":"/reference/models/fct/fct_driver_isolation_stint"},{"title":"fct_driver_skill_features","sidebarTitle":"fct_driver_skill_features","href":"/reference/models/fct/fct_driver_skill_features"},{"title":"fct_ghost_car_pace","sidebarTitle":"fct_ghost_car_pace","href":"/reference/models/fct/fct_ghost_car_pace"},{"title":"fct_ghost_race_finish","sidebarTitle":"fct_ghost_race_finish","href":"/reference/models/fct/fct_ghost_race_finish"},{"title":"fct_lap_residuals","sidebarTitle":"fct_lap_residuals","href":"/reference/models/fct/fct_lap_residuals"},{"title":"fct_power_law_training","sidebarTitle":"fct_power_law_training","href":"/reference/models/fct/fct_power_law_training"},{"title":"fct_stint_features","sidebarTitle":"fct_stint_features","href":"/reference/models/fct/fct_stint_features"},{"title":"fct_telemetry_deltas","sidebarTitle":"fct_telemetry_deltas","href":"/reference/models/fct/fct_telemetry_deltas"},{"title":"mart_corner_skill_driver","sidebarTitle":"mart_corner_skill_driver","href":"/reference/models/fct/mart_corner_skill_driver"},{"title":"mart_degradation_history_envelope","sidebarTitle":"mart_degradation_history_envelope","href":"/reference/models/fct/mart_degradation_history_envelope"},{"title":"mart_driver_season_summary","sidebarTitle":"mart_driver_season_summary","href":"/reference/models/fct/mart_driver_season_summary"},{"title":"mart_metric_benchmark","sidebarTitle":"mart_metric_benchmark","href":"/reference/models/fct/mart_metric_benchmark"},{"title":"mart_race_driver_summary","sidebarTitle":"mart_race_driver_summary","href":"/reference/models/fct/mart_race_driver_summary"}]},{"group":"Dimensions","expanded":false,"pages":[{"title":"dim_circuits","sidebarTitle":"dim_circuits","href":"/reference/models/dim/dim_circuits"},{"title":"dim_compounds_season","sidebarTitle":"dim_compounds_season","href":"/reference/models/dim/dim_compounds_season"},{"title":"dim_constructors","sidebarTitle":"dim_constructors","href":"/reference/models/dim/dim_constructors"},{"title":"dim_corners","sidebarTitle":"dim_corners","href":"/reference/models/dim/dim_corners"},{"title":"dim_drivers","sidebarTitle":"dim_drivers","href":"/reference/models/dim/dim_drivers"},{"title":"dim_driver_seasons","sidebarTitle":"dim_driver_seasons","href":"/reference/models/dim/dim_driver_seasons"}]}]},{"group":"The CI Contract","icon":"shield-check","pages":[{"title":"The CI Contract: how the transform layer's test suite keeps the DAG honest","sidebarTitle":"Overview","href":"/transform/ci/overview"},{"title":"Structural tests: grain and completeness across every model","sidebarTitle":"Structural","href":"/transform/ci/structural"},{"title":"Range \u0026 domain tests: plausibility, enums, and monotonicity","sidebarTitle":"Range \u0026 Domain","href":"/transform/ci/range-and-domain"},{"title":"Identity-closure tests: the additive identities, enforced","sidebarTitle":"Identity-Closure","href":"/transform/ci/identity-closure"},{"title":"Domain-constraint tests: physical and statistical invariants","sidebarTitle":"Domain Constraints","href":"/transform/ci/domain-constraints"},{"title":"Regression gates: baseline comparison, lint, and byte-stability","sidebarTitle":"Regression Gates","href":"/transform/ci/regression-gates"}]},{"group":"Macros","icon":"code","pages":[{"title":"Macros: the seven reusable building blocks","sidebarTitle":"Overview","href":"/transform/macros"},{"title":"dbt Macros","href":"/reference/macros/index"},{"title":"assert_additive_identity","sidebarTitle":"assert_additive_identity","href":"/reference/macros/assert_additive_identity"},{"title":"bayesian_shrinkage","sidebarTitle":"bayesian_shrinkage","href":"/reference/macros/bayesian_shrinkage"},{"title":"circuit_id_from_name","sidebarTitle":"circuit_id_from_name","href":"/reference/macros/circuit_id_from_name"},{"title":"clamp_or_null","sidebarTitle":"clamp_or_null","href":"/reference/macros/clamp_or_null"},{"title":"clean_lap_filter","sidebarTitle":"clean_lap_filter","href":"/reference/macros/clean_lap_filter"},{"title":"cliff_plateau_s","sidebarTitle":"cliff_plateau_s","href":"/reference/macros/cliff_plateau_s"},{"title":"cliff_ramp_frac","sidebarTitle":"cliff_ramp_frac","href":"/reference/macros/cliff_ramp_frac"},{"title":"cliff_ramp_slope_s_per_lap","sidebarTitle":"cliff_ramp_slope_s_per_lap","href":"/reference/macros/cliff_ramp_slope_s_per_lap"},{"title":"cliff_severity_span","sidebarTitle":"cliff_severity_span","href":"/reference/macros/cliff_severity_span"},{"title":"cliff_severity_term","sidebarTitle":"cliff_severity_term","href":"/reference/macros/cliff_severity_term"},{"title":"compound_cliff_wear_s","sidebarTitle":"compound_cliff_wear_s","href":"/reference/macros/compound_cliff_wear_s"},{"title":"driver_isolation_identity_terms","sidebarTitle":"driver_isolation_identity_terms","href":"/reference/macros/driver_isolation_identity_terms"},{"title":"driver_isolation_pure_season_offset","sidebarTitle":"driver_isolation_pure_season_offset","href":"/reference/macros/driver_isolation_pure_season_offset"},{"title":"driver_isolation_reliability","sidebarTitle":"driver_isolation_reliability","href":"/reference/macros/driver_isolation_reliability"},{"title":"fuel_regulatory_max_kg","sidebarTitle":"fuel_regulatory_max_kg","href":"/reference/macros/fuel_regulatory_max_kg"},{"title":"normal_cdf","sidebarTitle":"normal_cdf","href":"/reference/macros/normal_cdf"},{"title":"normalize_compound","sidebarTitle":"normalize_compound","href":"/reference/macros/normalize_compound"},{"title":"posterior_variance","sidebarTitle":"posterior_variance","href":"/reference/macros/posterior_variance"},{"title":"power_law_beta_grid","sidebarTitle":"power_law_beta_grid","href":"/reference/macros/power_law_beta_grid"},{"title":"trailing_median","sidebarTitle":"trailing_median","href":"/reference/macros/trailing_median"},{"title":"trailing_observation_count","sidebarTitle":"trailing_observation_count","href":"/reference/macros/trailing_observation_count"},{"title":"trailing_sum","sidebarTitle":"trailing_sum","href":"/reference/macros/trailing_sum"},{"title":"trailing_value_expr","sidebarTitle":"trailing_value_expr","href":"/reference/macros/trailing_value_expr"},{"title":"trailing_window_frame","sidebarTitle":"trailing_window_frame","href":"/reference/macros/trailing_window_frame"}]}]},{"tab":"Machine Learning","icon":"brain","pages":[{"title":"Machine Learning","href":"/ml/overview"}]},{"tab":"App","icon":"layout-dashboard","pages":[{"title":"App","href":"/app/overview"}]}]},"basePath":"","title":"int_circuit_x_constructor_interaction - Off The Pace • docs","buildId":"dpl_DTau1J5HqS9UTgVSDwGksstFWtPa","deploymentId":"dpl_DTau1J5HqS9UTgVSDwGksstFWtPa","dynamics":[],"chunks":[]}