diff --git a/package-lock.json b/package-lock.json
index 4611845..fcf3630 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1097,6 +1097,24 @@
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@@ -1142,6 +1160,39 @@
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-                "@exabyte-io/esse.js": "2022.10.21-1",
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@@ -1337,9 +1426,8 @@
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@@ -1349,9 +1437,9 @@
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@@ -1677,24 +1765,166 @@
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@@ -1784,6 +2020,12 @@
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+            "integrity": "sha512-fBASbA6LnOU9dOU2eW7aQ8xmYBSXUIWr+UmF9b1efZBazGNO+rcXT/icdKnYm2pTwcRylVUYwW7H1PHfLekVzA==",
+            "dev": true
+        },
         "readdirp": {
             "version": "3.6.0",
             "resolved": "https://registry.npmjs.org/readdirp/-/readdirp-3.6.0.tgz",
@@ -5324,6 +5848,23 @@
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             "dev": true
         },
+        "shortid": {
+            "version": "2.2.16",
+            "resolved": "https://registry.npmjs.org/shortid/-/shortid-2.2.16.tgz",
+            "integrity": "sha512-Ugt+GIZqvGXCIItnsL+lvFJOiN7RYqlGy7QE41O3YC1xbNSeDGIRO7xg2JJXIAj1cAGnOeC1r7/T9pgrtQbv4g==",
+            "dev": true,
+            "requires": {
+                "nanoid": "^2.1.0"
+            },
+            "dependencies": {
+                "nanoid": {
+                    "version": "2.1.11",
+                    "resolved": "https://registry.npmjs.org/nanoid/-/nanoid-2.1.11.tgz",
+                    "integrity": "sha512-s/snB+WGm6uwi0WjsZdaVcuf3KJXlfGl2LcxgwkEwJF0D/BWzVWAZW/XY4bFaiR7s0Jk3FPvlnepg1H1b1UwlA==",
+                    "dev": true
+                }
+            }
+        },
         "side-channel": {
             "version": "1.0.4",
             "resolved": "https://registry.npmjs.org/side-channel/-/side-channel-1.0.4.tgz",
@@ -5617,12 +6158,40 @@
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             "dev": true
         },
+        "thenify": {
+            "version": "3.3.1",
+            "resolved": "https://registry.npmjs.org/thenify/-/thenify-3.3.1.tgz",
+            "integrity": "sha512-RVZSIV5IG10Hk3enotrhvz0T9em6cyHBLkH/YAZuKqd8hRkKhSfCGIcP2KUY0EPxndzANBmNllzWPwak+bheSw==",
+            "dev": true,
+            "requires": {
+                "any-promise": "^1.0.0"
+            }
+        },
+        "thenify-all": {
+            "version": "1.6.0",
+            "resolved": "https://registry.npmjs.org/thenify-all/-/thenify-all-1.6.0.tgz",
+            "integrity": "sha512-RNxQH/qI8/t3thXJDwcstUO4zeqo64+Uy/+sNVRBx4Xn2OX+OZ9oP+iJnNFqplFra2ZUVeKCSa2oVWi3T4uVmA==",
+            "dev": true,
+            "requires": {
+                "thenify": ">= 3.1.0 < 4"
+            }
+        },
         "through": {
             "version": "2.3.8",
             "resolved": "https://registry.npmjs.org/through/-/through-2.3.8.tgz",
             "integrity": "sha512-w89qg7PI8wAdvX60bMDP+bFoD5Dvhm9oLheFp5O4a2QF0cSBGsBX4qZmadPMvVqlLJBBci+WqGGOAPvcDeNSVg==",
             "dev": true
         },
+        "timers-ext": {
+            "version": "0.1.7",
+            "resolved": "https://registry.npmjs.org/timers-ext/-/timers-ext-0.1.7.tgz",
+            "integrity": "sha512-b85NUNzTSdodShTIbky6ZF02e8STtVVfD+fu4aXXShEELpozH+bCpJLYMPZbsABN2wDH7fJpqIoXxJpzbf0NqQ==",
+            "dev": true,
+            "requires": {
+                "es5-ext": "~0.10.46",
+                "next-tick": "1"
+            }
+        },
         "tiny-emitter": {
             "version": "2.0.2",
             "resolved": "https://registry.npmjs.org/tiny-emitter/-/tiny-emitter-2.0.2.tgz",
@@ -5648,6 +6217,41 @@
             "integrity": "sha512-/y956gpUo9ZNCb99YjxG7OaslxZWHfCHAUUfshwqOXmxUIvqLjVO581BT+gM59+QV9tFe6/CGG53tsA1Y7RSdg==",
             "dev": true
         },
+        "ts-node": {
+            "version": "10.9.1",
+            "resolved": "https://registry.npmjs.org/ts-node/-/ts-node-10.9.1.tgz",
+            "integrity": "sha512-NtVysVPkxxrwFGUUxGYhfux8k78pQB3JqYBXlLRZgdGUqTO5wU/UyHop5p70iEbGhB7q5KmiZiU0Y3KlJrScEw==",
+            "dev": true,
+            "requires": {
+                "@cspotcode/source-map-support": "^0.8.0",
+                "@tsconfig/node10": "^1.0.7",
+                "@tsconfig/node12": "^1.0.7",
+                "@tsconfig/node14": "^1.0.0",
+                "@tsconfig/node16": "^1.0.2",
+                "acorn": "^8.4.1",
+                "acorn-walk": "^8.1.1",
+                "arg": "^4.1.0",
+                "create-require": "^1.1.0",
+                "diff": "^4.0.1",
+                "make-error": "^1.1.1",
+                "v8-compile-cache-lib": "^3.0.1",
+                "yn": "3.1.1"
+            },
+            "dependencies": {
+                "acorn": {
+                    "version": "8.10.0",
+                    "resolved": "https://registry.npmjs.org/acorn/-/acorn-8.10.0.tgz",
+                    "integrity": "sha512-F0SAmZ8iUtS//m8DmCTA0jlh6TDKkHQyK6xc6V4KDTyZKA9dnvX9/3sRTVQrWm79glUAZbnmmNcdYwUIHWVybw==",
+                    "dev": true
+                },
+                "diff": {
+                    "version": "4.0.2",
+                    "resolved": "https://registry.npmjs.org/diff/-/diff-4.0.2.tgz",
+                    "integrity": "sha512-58lmxKSA4BNyLz+HHMUzlOEpg09FV+ev6ZMe3vJihgdxzgcwZ8VoEEPmALCZG9LmqfVoNMMKpttIYTVG6uDY7A==",
+                    "dev": true
+                }
+            }
+        },
         "tsconfig-paths": {
             "version": "3.14.1",
             "resolved": "https://registry.npmjs.org/tsconfig-paths/-/tsconfig-paths-3.14.1.tgz",
@@ -5683,6 +6287,12 @@
             "integrity": "sha512-d6xOpEDfsi2CZVlPQzGeux8XMwLT9hssAsaPYExaQMuYskwb+x1x7J371tWlbBdWHroy99KnVB6qIkUbs5X3UQ==",
             "dev": true
         },
+        "type": {
+            "version": "1.2.0",
+            "resolved": "https://registry.npmjs.org/type/-/type-1.2.0.tgz",
+            "integrity": "sha512-+5nt5AAniqsCnu2cEQQdpzCAh33kVx8n0VoFidKpB1dVVLAN/F+bgVOqOJqOnEnrhp222clB5p3vUlD+1QAnfg==",
+            "dev": true
+        },
         "type-check": {
             "version": "0.4.0",
             "resolved": "https://registry.npmjs.org/type-check/-/type-check-0.4.0.tgz",
@@ -5719,6 +6329,12 @@
                 "is-typedarray": "^1.0.0"
             }
         },
+        "typescript": {
+            "version": "4.9.5",
+            "resolved": "https://registry.npmjs.org/typescript/-/typescript-4.9.5.tgz",
+            "integrity": "sha512-1FXk9E2Hm+QzZQ7z+McJiHL4NW1F2EzMu9Nq9i3zAaGqibafqYwCVU6WyWAuyQRRzOlxou8xZSyXLEN8oKj24g==",
+            "dev": true
+        },
         "uglify-js": {
             "version": "2.4.24",
             "resolved": "https://registry.npmjs.org/uglify-js/-/uglify-js-2.4.24.tgz",
@@ -5774,6 +6390,12 @@
                 "util-deprecate": "^1.0.2"
             }
         },
+        "undici-types": {
+            "version": "5.25.3",
+            "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.25.3.tgz",
+            "integrity": "sha512-Ga1jfYwRn7+cP9v8auvEXN1rX3sWqlayd4HP7OKk4mZWylEmu3KzXDUGrQUN6Ol7qo1gPvB2e5gX6udnyEPgdA==",
+            "dev": true
+        },
         "unicode-canonical-property-names-ecmascript": {
             "version": "2.0.0",
             "resolved": "https://registry.npmjs.org/unicode-canonical-property-names-ecmascript/-/unicode-canonical-property-names-ecmascript-2.0.0.tgz",
@@ -5833,6 +6455,12 @@
             "integrity": "sha512-l8lCEmLcLYZh4nbunNZvQCJc5pv7+RCwa8q/LdUx8u7lsWvPDKmpodJAJNwkAhJC//dFY48KuIEmjtd4RViDrA==",
             "dev": true
         },
+        "v8-compile-cache-lib": {
+            "version": "3.0.1",
+            "resolved": "https://registry.npmjs.org/v8-compile-cache-lib/-/v8-compile-cache-lib-3.0.1.tgz",
+            "integrity": "sha512-wa7YjyUGfNZngI/vtK0UHAN+lgDCxBPCylVXGp0zu59Fz5aiGtNXaq3DhIov063MorB+VfufLh3JlF2KdTK3xg==",
+            "dev": true
+        },
         "valid-url": {
             "version": "1.0.9",
             "resolved": "https://registry.npmjs.org/valid-url/-/valid-url-1.0.9.tgz",
@@ -6000,33 +6628,6 @@
             "integrity": "sha512-r3vXyErRCYJ7wg28yvBY5VSoAF8ZvlcW9/BwUzEtUsjvX/DKs24dIkuwjtuprwJJHsbyUbLApepYTR1BN4uHrg==",
             "dev": true
         },
-        "yamljs": {
-            "version": "0.3.0",
-            "resolved": "https://registry.npmjs.org/yamljs/-/yamljs-0.3.0.tgz",
-            "integrity": "sha512-C/FsVVhht4iPQYXOInoxUM/1ELSf9EsgKH34FofQOp6hwCPrW4vG4w5++TED3xRUo8gD7l0P1J1dLlDYzODsTQ==",
-            "dev": true,
-            "requires": {
-                "argparse": "^1.0.7",
-                "glob": "^7.0.5"
-            },
-            "dependencies": {
-                "argparse": {
-                    "version": "1.0.10",
-                    "resolved": "https://registry.npmjs.org/argparse/-/argparse-1.0.10.tgz",
-                    "integrity": "sha512-o5Roy6tNG4SL/FOkCAN6RzjiakZS25RLYFrcMttJqbdd8BWrnA+fGz57iN5Pb06pvBGvl5gQ0B48dJlslXvoTg==",
-                    "dev": true,
-                    "requires": {
-                        "sprintf-js": "~1.0.2"
-                    }
-                },
-                "sprintf-js": {
-                    "version": "1.0.3",
-                    "resolved": "https://registry.npmjs.org/sprintf-js/-/sprintf-js-1.0.3.tgz",
-                    "integrity": "sha512-D9cPgkvLlV3t3IzL0D0YLvGA9Ahk4PcvVwUbN0dSGr1aP0Nrt4AEnTUbuGvquEC0mA64Gqt1fzirlRs5ibXx8g==",
-                    "dev": true
-                }
-            }
-        },
         "yargs": {
             "version": "3.5.4",
             "resolved": "https://registry.npmjs.org/yargs/-/yargs-3.5.4.tgz",
@@ -6079,6 +6680,12 @@
                 }
             }
         },
+        "yn": {
+            "version": "3.1.1",
+            "resolved": "https://registry.npmjs.org/yn/-/yn-3.1.1.tgz",
+            "integrity": "sha512-Ux4ygGWsu2c7isFWe8Yu1YluJmqVhxqK2cLXNQA5AcC3QfbGNpM7fu0Y8b/z16pXLnFxZYvWhd3fhBY9DLmC6Q==",
+            "dev": true
+        },
         "yocto-queue": {
             "version": "0.1.0",
             "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
diff --git a/package.json b/package.json
index 727c8a8..8d96940 100644
--- a/package.json
+++ b/package.json
@@ -48,7 +48,7 @@
     "devDependencies": {
         "@exabyte-io/ade.js": "2023.9.12-0",
         "@exabyte-io/application-flavors.js": "2023.9.12-0",
-        "@exabyte-io/code.js": "2022.11.11-0",
+        "@exabyte-io/code.js": "https://github.com/Exabyte-io/code.js.git#fedcb7eef3aa64530b03ff412e6fc0d1216e51c6",
         "@exabyte-io/eslint-config": "^2022.11.17-0",
         "@exabyte-io/ide.js": "2022.7.28-1",
         "@exabyte-io/made.js": "2023.3.8-0",
diff --git a/src/context/context.js b/src/context/context.js
index 39f5ed7..ea4896c 100644
--- a/src/context/context.js
+++ b/src/context/context.js
@@ -1,5 +1,6 @@
 import { BoundaryConditionsFormDataProvider } from "./providers/BoundaryConditionsFormDataProvider";
 import { HubbardContextProvider } from "./providers/HubbardContextProvider";
+import { MagnetizationContextProvider } from "./providers/MagnetizationContextProvider";
 import { MLSettingsContextProvider } from "./providers/MLSettingsContextProvider";
 import { MLTrainTestSplitContextProvider } from "./providers/MLTrainTestSplitContextProvider";
 import { NEBFormDataProvider } from "./providers/NEBFormDataProvider";
@@ -22,4 +23,5 @@ export default {
     ExplicitPointsPathFormDataProvider,
     ExplicitPointsPath2PIBAFormDataProvider,
     HubbardContextProvider,
+    MagnetizationContextProvider,
 };
diff --git a/src/context/providers.js b/src/context/providers.js
index c6978e9..7d6331e 100644
--- a/src/context/providers.js
+++ b/src/context/providers.js
@@ -11,6 +11,7 @@ const {
     ExplicitPointsPathFormDataProvider,
     ExplicitPointsPath2PIBAFormDataProvider,
     HubbardContextProvider,
+    MagnetizationContextProvider,
 } = context;
 
 const CONTEXT_DOMAINS = {
@@ -65,6 +66,10 @@ export const wodeProviders = {
         providerCls: HubbardContextProvider,
         config: _makeImportant({ name: "hubbard" }),
     },
+    MagnetizationContextManager: {
+        providerCls: MagnetizationContextProvider,
+        config: _makeImportant({ name: "magnetization" }),
+    },
     // NEBFormDataManager context is stored under the same key (`input`) as InputDataManager contexts.
     NEBFormDataManager: {
         providerCls: NEBFormDataProvider,
diff --git a/src/context/providers/MagnetizationContextProvider.js b/src/context/providers/MagnetizationContextProvider.js
new file mode 100644
index 0000000..8069b36
--- /dev/null
+++ b/src/context/providers/MagnetizationContextProvider.js
@@ -0,0 +1,43 @@
+import { ContextProvider, ModelContextMixin } from "@exabyte-io/code.js/dist/context";
+import { Model } from "@exabyte-io/mode.js";
+import { mix } from "mixwith";
+
+export class MagnetizationContextProvider extends mix(ContextProvider).with(ModelContextMixin) {
+    static Model = Model;
+
+    // eslint-disable-next-line class-methods-use-this
+    get uiSchema() {
+        return {};
+    }
+
+    // eslint-disable-next-line class-methods-use-this
+    get defaultData() {
+        return {
+            totalMagnetization: 0.0,
+            nSpin: 1,
+        };
+    }
+
+    // eslint-disable-next-line class-methods-use-this
+    transformData(data) {
+        return {
+            ...data,
+            nSpin: data.totalMagnetization > 0.0 ? 2 : 1,
+        };
+    }
+
+    get jsonSchema() {
+        return {
+            $schema: "http://json-schema.org/draft-04/schema#",
+            title: " ",
+            description: "Magnetization value.",
+            type: "object",
+            properties: {
+                totalMagnetization: {
+                    type: "number",
+                    default: this.defaultData.totalMagnetization,
+                },
+            },
+        };
+    }
+}
diff --git a/src/subworkflows/subworkflow.js b/src/subworkflows/subworkflow.js
index 2784d5b..f04f834 100644
--- a/src/subworkflows/subworkflow.js
+++ b/src/subworkflows/subworkflow.js
@@ -204,7 +204,7 @@ export class Subworkflow extends BaseSubworkflow {
             ...context,
             application: this.application,
             methodData: this.model.method.data,
-            model: this.model.toJSON(),
+            model: this.model,
             // context below is assembled from context providers and passed to units to override theirs
             ...this.context,
             subworkflowContext: this.contextFromAssignmentUnits,