{
 "meta": {
  "batch": "Sub-Batch C",
  "model_version": "v0.4 features + v0.5 mapping",
  "run_date": "2026-07-10",
  "window_closes": "2026-10-08",
  "methodology_source": "MKDC_Baseball_Methodology_v04_2.docx",
  "notes": [
   "PPI None for all (Apr 9 deadline passed)",
   "Spring signal 0 (out of season)",
   "Service-time suppression 1.0 (calendar window past)",
   "Calibration tier scored below the 12% batch floor by explicit decision, to strengthen low-band outcome data for v1.0 training; composite inputs defaulted where 30-day splits unavailable, flagged per proxy rule",
   "Assumptions A1-A12 recorded in the published run notes",
   "Off-cadence run logged per rule 9 with full input set",
   "Final ~10 days of window fall after the regular season"
  ]
 },
 "featured": [
  {
   "name": "Angel Genao",
   "org": "CLE",
   "pos": "SS",
   "level": "AAA",
   "age": 22,
   "raw": 85,
   "cus": 56,
   "base": 45,
   "org_coeff": 0.99,
   "pos_rate": 1.0,
   "cup": 45,
   "detail": "lvl18+age18+perf10+40m4+opp12+opt4+scar8+trend+5+spr0+rank0+r5.6+ppi0"
  },
  {
   "name": "Lazaro Montes",
   "org": "SEA",
   "pos": "OF",
   "level": "AAA",
   "age": 21,
   "raw": 86,
   "cus": 56,
   "base": 45,
   "org_coeff": 0.97,
   "pos_rate": 1.0,
   "cup": 44,
   "detail": "lvl18+age18+perf18+40m4+opp10+opt4+scar8+trend+5+spr0+rank1+r5.0+ppi0"
  },
  {
   "name": "Carlos Lagrange",
   "org": "NYY",
   "pos": "RHP",
   "level": "AAA",
   "age": 23,
   "raw": 76,
   "cus": 50,
   "base": 33,
   "org_coeff": 1.0,
   "pos_rate": 1.15,
   "cup": 38,
   "detail": "lvl18+age18+perf11+40m4+opp10+opt4+scar8+trend-3+spr0+rank0+r5.6+ppi0"
  },
  {
   "name": "Max Clark",
   "org": "DET",
   "pos": "OF",
   "level": "AAA",
   "age": 21,
   "raw": 82,
   "cus": 54,
   "base": 33,
   "org_coeff": 1.0,
   "pos_rate": 1.0,
   "cup": 33,
   "detail": "lvl18+age18+perf14+40m4+opp10+opt4+scar8+trend+5+spr0+rank1+r5.0+ppi0"
  },
  {
   "name": "Jett Williams",
   "org": "MIL",
   "pos": "SS",
   "level": "AAA",
   "age": 22,
   "raw": 79,
   "cus": 52,
   "base": 33,
   "org_coeff": 1.01,
   "pos_rate": 1.0,
   "cup": 33,
   "detail": "lvl18+age18+perf10+40m4+opp14+opt4+scar8+trend-3+spr0+rank0+r5.6+ppi0"
  },
  {
   "name": "Karson Milbrandt",
   "org": "MIA",
   "pos": "RHP",
   "level": "AAA",
   "age": 22,
   "raw": 73,
   "cus": 48,
   "base": 33,
   "org_coeff": 0.97,
   "pos_rate": 1.0,
   "cup": 32,
   "detail": "lvl18+age18+perf14+40m4+opp10+opt4+scar8+trend-3+spr0+rank0+r5.0+ppi0"
  },
  {
   "name": "James Tibbs III",
   "org": "LAD",
   "pos": "OF",
   "level": "AAA",
   "age": 23,
   "raw": 77,
   "cus": 50,
   "base": 33,
   "org_coeff": 0.88,
   "pos_rate": 1.0,
   "cup": 29,
   "detail": "lvl18+age18+perf14+40m4+opp6+opt4+scar8+trend+5+spr0+rank0+r5.0+ppi0"
  },
  {
   "name": "Harry Ford",
   "org": "WSH",
   "pos": "C",
   "level": "AAA",
   "age": 23,
   "raw": 76,
   "cus": 50,
   "base": 33,
   "org_coeff": 1.0,
   "pos_rate": 0.85,
   "cup": 28,
   "detail": "lvl18+age18+perf6+40m4+opp10+opt4+scar13+trend-3+spr0+rank0+r5.6+ppi0"
  },
  {
   "name": "Theo Gillen",
   "org": "TB",
   "pos": "OF",
   "level": "AA",
   "age": 20,
   "raw": 74,
   "cus": 48,
   "base": 33,
   "org_coeff": 0.85,
   "pos_rate": 1.0,
   "cup": 28,
   "detail": "lvl10+age18+perf18+40m4+opp4+opt4+scar8+trend+5+spr0+rank3+r5.0+ppi0"
  },
  {
   "name": "Alfredo Duno",
   "org": "CIN",
   "pos": "C",
   "level": "AA",
   "age": 20,
   "raw": 74,
   "cus": 48,
   "base": 33,
   "org_coeff": 1.0,
   "pos_rate": 0.85,
   "cup": 28,
   "detail": "lvl10+age18+perf14+40m4+opp10+opt4+scar8+trend+5+spr0+rank1+r5.0+ppi0"
  },
  {
   "name": "Jesus Made",
   "org": "MIL",
   "pos": "SS",
   "level": "AA",
   "age": 19,
   "raw": 71,
   "cus": 46,
   "base": 22,
   "org_coeff": 1.01,
   "pos_rate": 1.0,
   "cup": 22,
   "detail": "lvl10+age18+perf10+40m4+opp14+opt4+scar8+trend+0+spr0+rank3+r5.0+ppi0"
  },
  {
   "name": "Leo De Vries",
   "org": "ATH",
   "pos": "SS",
   "level": "AA",
   "age": 19,
   "raw": 67,
   "cus": 44,
   "base": 22,
   "org_coeff": 1.0,
   "pos_rate": 1.0,
   "cup": 22,
   "detail": "lvl10+age18+perf10+40m4+opp10+opt4+scar8+trend+0+spr0+rank3+r5.0+ppi0"
  },
  {
   "name": "Josh Adamczewski",
   "org": "MIL",
   "pos": "OF",
   "level": "AA",
   "age": 21,
   "raw": 68,
   "cus": 44,
   "base": 22,
   "org_coeff": 1.01,
   "pos_rate": 1.0,
   "cup": 22,
   "detail": "lvl10+age18+perf10+40m4+opp14+opt4+scar8+trend+0+spr0+rank0+r5.0+ppi0"
  },
  {
   "name": "Mike Sirota",
   "org": "LAD",
   "pos": "OF",
   "level": "AA",
   "age": 23,
   "raw": 71,
   "cus": 46,
   "base": 22,
   "org_coeff": 0.88,
   "pos_rate": 1.0,
   "cup": 19,
   "detail": "lvl10+age15+perf18+40m4+opp6+opt4+scar8+trend+5+spr0+rank1+r5.0+ppi0"
  },
  {
   "name": "Christian Zazueta",
   "org": "LAD",
   "pos": "RHP",
   "level": "AA",
   "age": 21,
   "raw": 72,
   "cus": 47,
   "base": 22,
   "org_coeff": 0.88,
   "pos_rate": 1.0,
   "cup": 19,
   "detail": "lvl10+age18+perf17+40m4+opp6+opt4+scar8+trend+5+spr0+rank0+r5.0+ppi0"
  }
 ],
 "calibration_tier": [
  {
   "pid": "ralphy-velazquez",
   "name": "Ralphy Velazquez",
   "org": "CLE",
   "pos": "1B/OF",
   "level": "AAA",
   "rank": 37,
   "cus": 48,
   "cup": 33
  },
  {
   "pid": "nolan-perry",
   "name": "Nolan Perry",
   "org": "TOR",
   "pos": "RHP",
   "level": "AA",
   "rank": 100,
   "cus": 40,
   "cup": 22
  },
  {
   "pid": "braylon-doughty",
   "name": "Braylon Doughty",
   "org": "CLE",
   "pos": "RHP",
   "level": "AA",
   "rank": 98,
   "cus": 43,
   "cup": 22
  },
  {
   "pid": "devin-fitz-gerald",
   "name": "Devin Fitz-Gerald",
   "org": "WSH",
   "pos": "INF",
   "level": "AA",
   "rank": 91,
   "cus": 42,
   "cup": 22
  },
  {
   "pid": "jefferson-rojas",
   "name": "Jefferson Rojas",
   "org": "CHC",
   "pos": "SS",
   "level": "AA",
   "rank": 66,
   "cus": 42,
   "cup": 22
  },
  {
   "pid": "anthony-eyanson",
   "name": "Anthony Eyanson",
   "org": "BOS",
   "pos": "RHP",
   "level": "AA",
   "rank": 54,
   "cus": 42,
   "cup": 22
  },
  {
   "pid": "gage-wood",
   "name": "Gage Wood",
   "org": "PHI",
   "pos": "RHP",
   "level": "AA",
   "rank": 53,
   "cus": 40,
   "cup": 22
  },
  {
   "pid": "joshua-baez",
   "name": "Joshua Baez",
   "org": "STL",
   "pos": "OF",
   "level": "AAA",
   "rank": 48,
   "cus": 47,
   "cup": 22
  },
  {
   "pid": "edward-florentino",
   "name": "Edward Florentino",
   "org": "PIT",
   "pos": "OF/1B",
   "level": "A+",
   "rank": 30,
   "cus": 40,
   "cup": 22
  },
  {
   "pid": "jamie-arnold",
   "name": "Jamie Arnold",
   "org": "ATH",
   "pos": "LHP",
   "level": "AA",
   "rank": 25,
   "cus": 41,
   "cup": 22
  },
  {
   "pid": "liam-doyle",
   "name": "Liam Doyle",
   "org": "STL",
   "pos": "LHP",
   "level": "AA",
   "rank": 22,
   "cus": 41,
   "cup": 22
  },
  {
   "pid": "luis-pe\u00f1a",
   "name": "Luis Pe\u00f1a",
   "org": "MIL",
   "pos": "INF",
   "level": "A+",
   "rank": 18,
   "cus": 41,
   "cup": 22
  },
  {
   "pid": "caleb-bonemer",
   "name": "Caleb Bonemer",
   "org": "CWS",
   "pos": "3B/SS",
   "level": "AA",
   "rank": 16,
   "cus": 42,
   "cup": 22
  },
  {
   "pid": "eli-willits",
   "name": "Eli Willits",
   "org": "WSH",
   "pos": "SS",
   "level": "A+",
   "rank": 3,
   "cus": 40,
   "cup": 22
  },
  {
   "pid": "michael-arroyo",
   "name": "Michael Arroyo",
   "org": "SEA",
   "pos": "2B/OF",
   "level": "AAA",
   "rank": 43,
   "cus": 47,
   "cup": 21
  },
  {
   "pid": "zyhir-hope",
   "name": "Zyhir Hope",
   "org": "LAD",
   "pos": "OF",
   "level": "AA",
   "rank": 19,
   "cus": 40,
   "cup": 19
  },
  {
   "pid": "rainiel-rodriguez",
   "name": "Rainiel Rodriguez",
   "org": "STL",
   "pos": "C",
   "level": "AA",
   "rank": 12,
   "cus": 42,
   "cup": 19
  },
  {
   "pid": "francisco-renteria",
   "name": "Francisco Renteria",
   "org": "PHI",
   "pos": "OF",
   "level": "ROK",
   "rank": 94,
   "cus": 34,
   "cup": 12
  },
  {
   "pid": "jaxon-wiggins",
   "name": "Jaxon Wiggins",
   "org": "CHC",
   "pos": "RHP",
   "level": "A+",
   "rank": 93,
   "cus": 32,
   "cup": 12
  },
  {
   "pid": "xavier-neyens",
   "name": "Xavier Neyens",
   "org": "HOU",
   "pos": "3B/SS",
   "level": "A",
   "rank": 88,
   "cus": 35,
   "cup": 12
  },
  {
   "pid": "justin-gonzales",
   "name": "Justin Gonzales",
   "org": "BOS",
   "pos": "OF",
   "level": "A+",
   "rank": 86,
   "cus": 38,
   "cup": 12
  },
  {
   "pid": "josh-hammond",
   "name": "Josh Hammond",
   "org": "KC",
   "pos": "SS/3B",
   "level": "A",
   "rank": 85,
   "cus": 35,
   "cup": 12
  },
  {
   "pid": "ike-irish",
   "name": "Ike Irish",
   "org": "BAL",
   "pos": "OF/1B",
   "level": "A+",
   "rank": 83,
   "cus": 34,
   "cup": 12
  },
  {
   "pid": "eric-hartman",
   "name": "Eric Hartman",
   "org": "ATL",
   "pos": "OF",
   "level": "A+",
   "rank": 80,
   "cus": 36,
   "cup": 12
  },
  {
   "pid": "ronny-cruz",
   "name": "Ronny Cruz",
   "org": "WSH",
   "pos": "INF",
   "level": "A+",
   "rank": 79,
   "cus": 38,
   "cup": 12
  },
  {
   "pid": "josiah-hartshorn",
   "name": "Josiah Hartshorn",
   "org": "CHC",
   "pos": "OF/1B",
   "level": "A+",
   "rank": 78,
   "cus": 38,
   "cup": 12
  },
  {
   "pid": "felnin-celesten",
   "name": "Felnin Celesten",
   "org": "SEA",
   "pos": "SS",
   "level": "A+",
   "rank": 74,
   "cus": 36,
   "cup": 12
  },
  {
   "pid": "kayson-cunningham",
   "name": "Kayson Cunningham",
   "org": "ARI",
   "pos": "SS",
   "level": "A+",
   "rank": 72,
   "cus": 36,
   "cup": 12
  },
  {
   "pid": "roldy-brito",
   "name": "Roldy Brito",
   "org": "COL",
   "pos": "OF/2B",
   "level": "A",
   "rank": 71,
   "cus": 37,
   "cup": 12
  },
  {
   "pid": "kevin-alvarez",
   "name": "Kevin Alvarez",
   "org": "HOU",
   "pos": "OF",
   "level": "A",
   "rank": 69,
   "cus": 37,
   "cup": 12
  },
  {
   "pid": "kendry-chourio",
   "name": "Kendry Chourio",
   "org": "KC",
   "pos": "RHP",
   "level": "A+",
   "rank": 68,
   "cus": 38,
   "cup": 12
  },
  {
   "pid": "caden-scarborough",
   "name": "Caden Scarborough",
   "org": "TEX",
   "pos": "RHP",
   "level": "A+",
   "rank": 65,
   "cus": 36,
   "cup": 12
  },
  {
   "pid": "jonny-farmelo",
   "name": "Jonny Farmelo",
   "org": "SEA",
   "pos": "OF",
   "level": "A+",
   "rank": 63,
   "cus": 36,
   "cup": 12
  },
  {
   "pid": "dax-kilby",
   "name": "Dax Kilby",
   "org": "NYY",
   "pos": "SS",
   "level": "A",
   "rank": 61,
   "cus": 35,
   "cup": 12
  },
  {
   "pid": "billy-carlson",
   "name": "Billy Carlson",
   "org": "CWS",
   "pos": "SS",
   "level": "A",
   "rank": 60,
   "cus": 35,
   "cup": 12
  },
  {
   "pid": "josue-brice\u00f1o",
   "name": "Josue Brice\u00f1o",
   "org": "DET",
   "pos": "C/1B",
   "level": "A",
   "rank": 58,
   "cus": 33,
   "cup": 12
  },
  {
   "pid": "steele-hall",
   "name": "Steele Hall",
   "org": "CIN",
   "pos": "SS",
   "level": "ROK",
   "rank": 52,
   "cus": 34,
   "cup": 12
  },
  {
   "pid": "jhonny-level",
   "name": "Jhonny Level",
   "org": "SF",
   "pos": "SS",
   "level": "A+",
   "rank": 51,
   "cus": 38,
   "cup": 12
  },
  {
   "pid": "tyler-bremner",
   "name": "Tyler Bremner",
   "org": "LAA",
   "pos": "RHP",
   "level": "A+",
   "rank": 45,
   "cus": 34,
   "cup": 12
  },
  {
   "pid": "cam-caminiti",
   "name": "Cam Caminiti",
   "org": "ATL",
   "pos": "LHP",
   "level": "A+",
   "rank": 44,
   "cus": 38,
   "cup": 12
  },
  {
   "pid": "bryce-rainer",
   "name": "Bryce Rainer",
   "org": "DET",
   "pos": "SS",
   "level": "A+",
   "rank": 40,
   "cus": 36,
   "cup": 12
  },
  {
   "pid": "luis-hernandez",
   "name": "Luis Hernandez",
   "org": "SF",
   "pos": "SS",
   "level": "ROK",
   "rank": 34,
   "cus": 34,
   "cup": 12
  },
  {
   "pid": "jojo-parker",
   "name": "JoJo Parker",
   "org": "TOR",
   "pos": "SS",
   "level": "A",
   "rank": 27,
   "cus": 35,
   "cup": 12
  },
  {
   "pid": "josuar-gonzalez",
   "name": "Josuar Gonzalez",
   "org": "SF",
   "pos": "SS",
   "level": "ROK",
   "rank": 15,
   "cus": 35,
   "cup": 12
  },
  {
   "pid": "seth-hernandez",
   "name": "Seth Hernandez",
   "org": "PIT",
   "pos": "RHP",
   "level": "A+",
   "rank": 6,
   "cus": 39,
   "cup": 12
  },
  {
   "pid": "charles-davalan",
   "name": "Charles Davalan",
   "org": "LAD",
   "pos": "OF",
   "level": "A+",
   "rank": 87,
   "cus": 31,
   "cup": 11
  },
  {
   "pid": "emil-morales",
   "name": "Emil Morales",
   "org": "LAD",
   "pos": "SS",
   "level": "A+",
   "rank": 47,
   "cus": 35,
   "cup": 11
  },
  {
   "pid": "eduardo-quintero",
   "name": "Eduardo Quintero",
   "org": "LAD",
   "pos": "OF",
   "level": "A+",
   "rank": 31,
   "cus": 33,
   "cup": 11
  },
  {
   "pid": "caden-bodine",
   "name": "Caden Bodine",
   "org": "TB",
   "pos": "C",
   "level": "AA",
   "rank": 97,
   "cus": 36,
   "cup": 9
  },
  {
   "pid": "nathan-flewelling",
   "name": "Nathan Flewelling",
   "org": "TB",
   "pos": "C",
   "level": "A+",
   "rank": 75,
   "cus": 34,
   "cup": 9
  }
 ]
}