{
  "data_status": "synthetic_demo",
  "not_experimental_data": true,
  "random_seed": 20260923,
  "generator_version": "1.6",
  "figure_grammar_id": "ten_panel_capability_spread",
  "journal_preset": "journal_neutral_180mm",
  "variables_and_units": {
    "x": "experiment-specific axes",
    "y": "experiment-specific units",
    "linked": "ten panels from explicitly separate demonstration sources"
  },
  "sample_identity": "A/B are local teaching-model labels, not one electrolyte across unlike techniques; SIM IDs are invented records, never citations.",
  "test_conditions": "Ten independently labelled synthetic capability panels; shared styles do not imply one experiment across unlike cell and measurement types.",
  "source_files": [
    "data_index.csv",
    "sources.json",
    "../operando_xrd/data.csv",
    "../full_cell/data.csv",
    "../li_cu_ce/data.csv",
    "../eis/data.csv",
    "../literature_benchmark/data.csv",
    "../pouch_thermal/history.csv",
    "../li_li/data.csv",
    "../rate_capability/data.csv",
    "../gcd_profiles/data.csv",
    "../reporting_matrix/data.csv"
  ],
  "creator": "BatteryReviewForge original code",
  "review": {
    "science": "Declared model equations/units/linked-file relations have scoped automated tests; no experimental certification.",
    "display": "Actual line/frame/alignment checks only; independent visual and author review remain pending."
  },
  "continuous_curve_style_checks": [
    {
      "panel_index": 1,
      "label": "_child0",
      "points": 500,
      "line_style": "None",
      "marker": "o",
      "colour": "#31577d",
      "sampling": "cycle_scatter"
    },
    {
      "panel_index": 1,
      "label": "_child1",
      "points": 500,
      "line_style": "None",
      "marker": "o",
      "colour": "#bc4566",
      "sampling": "cycle_scatter"
    },
    {
      "panel_index": 2,
      "label": "_child0",
      "points": 300,
      "line_style": "None",
      "marker": "o",
      "colour": "#31577d",
      "sampling": "cycle_scatter"
    },
    {
      "panel_index": 2,
      "label": "_child1",
      "points": 300,
      "line_style": "None",
      "marker": "o",
      "colour": "#bc4566",
      "sampling": "cycle_scatter"
    },
    {
      "panel_index": 3,
      "label": "_child0",
      "points": 86,
      "line_style": "-",
      "marker": "None",
      "colour": "#31577d",
      "sampling": "continuous_solid"
    },
    {
      "panel_index": 3,
      "label": "_child1",
      "points": 86,
      "line_style": "-",
      "marker": "None",
      "colour": "#bc4566",
      "sampling": "continuous_solid"
    },
    {
      "panel_index": 5,
      "label": "_child0",
      "points": 61,
      "line_style": "-",
      "marker": "None",
      "colour": "#bc4566",
      "sampling": "continuous_solid"
    },
    {
      "panel_index": 5,
      "label": "_child1",
      "points": 61,
      "line_style": "-",
      "marker": "None",
      "colour": "#31577d",
      "sampling": "continuous_solid"
    },
    {
      "panel_index": 6,
      "label": "_child0",
      "points": 351,
      "line_style": "-",
      "marker": "None",
      "colour": "#31577d",
      "sampling": "continuous_solid"
    },
    {
      "panel_index": 6,
      "label": "_child1",
      "points": 351,
      "line_style": "-",
      "marker": "None",
      "colour": "#bc4566",
      "sampling": "continuous_solid"
    },
    {
      "panel_index": 7,
      "label": "_child0",
      "points": 60,
      "line_style": "None",
      "marker": "o",
      "colour": "#31577d",
      "sampling": "cycle_scatter"
    },
    {
      "panel_index": 7,
      "label": "_child1",
      "points": 60,
      "line_style": "None",
      "marker": "o",
      "colour": "#bc4566",
      "sampling": "cycle_scatter"
    },
    {
      "panel_index": 8,
      "label": "300 · discharge",
      "points": 180,
      "line_style": "-",
      "marker": "None",
      "colour": "#5d83a4",
      "sampling": "continuous_solid"
    },
    {
      "panel_index": 8,
      "label": "300 · charge",
      "points": 180,
      "line_style": "-",
      "marker": "None",
      "colour": "#944462",
      "sampling": "continuous_solid"
    }
  ],
  "curve_style_check": "Cycle capacity/CE/retention are marker-only; continuous profiles are solid and unmarked; user display preference.",
  "data_frame_check": "pass: actual data axes show top/right/bottom/left spines",
  "data_frame_checks": [
    {
      "panel_index": 0,
      "spines": {
        "top": true,
        "right": true,
        "bottom": true,
        "left": true
      }
    },
    {
      "panel_index": 1,
      "spines": {
        "top": true,
        "right": true,
        "bottom": true,
        "left": true
      }
    },
    {
      "panel_index": 2,
      "spines": {
        "top": true,
        "right": true,
        "bottom": true,
        "left": true
      }
    },
    {
      "panel_index": 3,
      "spines": {
        "top": true,
        "right": true,
        "bottom": true,
        "left": true
      }
    },
    {
      "panel_index": 4,
      "spines": {
        "top": true,
        "right": true,
        "bottom": true,
        "left": true
      }
    },
    {
      "panel_index": 5,
      "spines": {
        "top": true,
        "right": true,
        "bottom": true,
        "left": true
      }
    },
    {
      "panel_index": 6,
      "spines": {
        "top": true,
        "right": true,
        "bottom": true,
        "left": true
      }
    },
    {
      "panel_index": 7,
      "spines": {
        "top": true,
        "right": true,
        "bottom": true,
        "left": true
      }
    },
    {
      "panel_index": 8,
      "spines": {
        "top": true,
        "right": true,
        "bottom": true,
        "left": true
      }
    },
    {
      "panel_index": 9,
      "spines": {
        "top": true,
        "right": true,
        "bottom": true,
        "left": true
      }
    }
  ],
  "scientific_basis": {
    "schema_version": 1,
    "model_class": "composite",
    "data_origin": "original_synthetic",
    "parameter_origin": "self-chosen teaching values; never paper measurements",
    "validation_scope": "Declared teaching model; no experimental/material certification",
    "dependency_ids": [
      "li_cu_ce",
      "li_li",
      "eis",
      "full_cell",
      "rate_capability",
      "gcd_profiles",
      "operando_xrd",
      "literature_benchmark",
      "pouch_thermal",
      "reporting_matrix"
    ],
    "equations": [
      "Inherited source equations; read scientific_basis of the declared dependency IDs."
    ],
    "assumptions": [
      "Reusing a color or label does not make independent models one experimental study.",
      "GCD charge and discharge endpoints use their own charge ledger; styles change no data."
    ],
    "parameters": {
      "source_files": [
        "data_index.csv",
        "sources.json",
        "../operando_xrd/data.csv",
        "../full_cell/data.csv",
        "../li_cu_ce/data.csv",
        "../eis/data.csv",
        "../literature_benchmark/data.csv",
        "../pouch_thermal/history.csv",
        "../li_li/data.csv",
        "../rate_capability/data.csv",
        "../gcd_profiles/data.csv",
        "../reporting_matrix/data.csv"
      ]
    },
    "references": [
      {
        "url": "https://www.nature.com/articles/s41467-025-60833-y",
        "title": "Deciphering coulombic loss in lithium-ion batteries and beyond",
        "supports": "Charge/retention interpretation boundary only; component physics is in dependency records.",
        "scope": "model_definition_only",
        "checked_date": "2026-10-01"
      }
    ],
    "limitations": [
      "Layout/style linking does not establish cross-technique corroboration or causality."
    ]
  }
}