Fictional employee mentorship

Run main · Proposing side: left · Verified stable within the frozen candidate graph.

Coverage: complete_for_active_cohort; cohort: all_participants; preference sources: synthetic.

Stability is relative to these submitted or inferred preferences. Shortlist ranks are not full-market ranks.

Capacities are upper bounds. Rankings evaluate individual partners independently; acceptable partners are preferred to leaving a slot empty.

Frozen inputs: market and capacities · preferences · matches CSV.

left: 30 / 30 matched

right: 10 / 10 matched

Matches

Left sideRight side
Fictional Employee 1Fictional Mentor 1
Fictional Employee 2Fictional Mentor 7
Fictional Employee 3Fictional Mentor 3
Fictional Employee 4Fictional Mentor 9
Fictional Employee 5Fictional Mentor 5
Fictional Employee 6Fictional Mentor 1
Fictional Employee 7Fictional Mentor 2
Fictional Employee 8Fictional Mentor 3
Fictional Employee 9Fictional Mentor 9
Fictional Employee 10Fictional Mentor 5
Fictional Employee 11Fictional Mentor 6
Fictional Employee 12Fictional Mentor 2
Fictional Employee 13Fictional Mentor 8
Fictional Employee 14Fictional Mentor 4
Fictional Employee 15Fictional Mentor 10
Fictional Employee 16Fictional Mentor 6
Fictional Employee 17Fictional Mentor 7
Fictional Employee 18Fictional Mentor 3
Fictional Employee 19Fictional Mentor 9
Fictional Employee 20Fictional Mentor 10
Fictional Employee 21Fictional Mentor 6
Fictional Employee 22Fictional Mentor 2
Fictional Employee 23Fictional Mentor 8
Fictional Employee 24Fictional Mentor 4
Fictional Employee 25Fictional Mentor 5
Fictional Employee 26Fictional Mentor 1
Fictional Employee 27Fictional Mentor 7
Fictional Employee 28Fictional Mentor 8
Fictional Employee 29Fictional Mentor 4
Fictional Employee 30Fictional Mentor 10

Capacity and vacancies

ParticipantCapacityAssignedUnfilled
Fictional Employee 1110
Fictional Employee 2110
Fictional Employee 3110
Fictional Employee 4110
Fictional Employee 5110
Fictional Employee 6110
Fictional Employee 7110
Fictional Employee 8110
Fictional Employee 9110
Fictional Employee 10110
Fictional Employee 11110
Fictional Employee 12110
Fictional Employee 13110
Fictional Employee 14110
Fictional Employee 15110
Fictional Employee 16110
Fictional Employee 17110
Fictional Employee 18110
Fictional Employee 19110
Fictional Employee 20110
Fictional Employee 21110
Fictional Employee 22110
Fictional Employee 23110
Fictional Employee 24110
Fictional Employee 25110
Fictional Employee 26110
Fictional Employee 27110
Fictional Employee 28110
Fictional Employee 29110
Fictional Employee 30110
Fictional Mentor 1330
Fictional Mentor 2330
Fictional Mentor 3330
Fictional Mentor 4330
Fictional Mentor 5330
Fictional Mentor 6330
Fictional Mentor 7330
Fictional Mentor 8330
Fictional Mentor 9330
Fictional Mentor 10330

Rankings and realized matches

Each cell: row participant’s rank / column participant’s rank. Lower is better. ✓ and green mark a match; × means explicitly unacceptable; — means unranked or ineligible. Ranks use the frozen submitted lists.

Fictional Mentor 1
capacity 3
Fictional Mentor 2
capacity 3
Fictional Mentor 3
capacity 3
Fictional Mentor 4
capacity 3
Fictional Mentor 5
capacity 3
Fictional Mentor 6
capacity 3
Fictional Mentor 7
capacity 3
Fictional Mentor 8
capacity 3
Fictional Mentor 9
capacity 3
Fictional Mentor 10
capacity 3
Fictional Employee 12 / 4 ✓9 / 157 / 136 / 2010 / 181 / 65 / 103 / 134 / 118 / 30
Fictional Employee 26 / 122 / 510 / 279 / 148 / 275 / 261 / 2 ✓3 / 107 / 264 / 29
Fictional Employee 38 / 1310 / 131 / 4 ✓6 / 157 / 294 / 119 / 122 / 65 / 303 / 18
Fictional Employee 410 / 146 / 128 / 72 / 17 / 109 / 124 / 275 / 301 / 1 ✓3 / 25
Fictional Employee 54 / 199 / 85 / 206 / 81 / 1 ✓10 / 203 / 268 / 217 / 172 / 5
Fictional Employee 61 / 2 ✓6 / 2610 / 215 / 117 / 72 / 43 / 308 / 144 / 229 / 11
Fictional Employee 710 / 151 / 2 ✓7 / 153 / 109 / 175 / 142 / 58 / 264 / 206 / 12
Fictional Employee 83 / 235 / 231 / 2 ✓6 / 1910 / 84 / 137 / 72 / 49 / 148 / 10
Fictional Employee 93 / 1010 / 147 / 281 / 66 / 224 / 305 / 188 / 162 / 5 ✓9 / 17
Fictional Employee 107 / 213 / 219 / 126 / 271 / 2 ✓5 / 1710 / 298 / 74 / 102 / 4
Fictional Employee 112 / 13 / 305 / 1110 / 214 / 151 / 3 ✓8 / 176 / 237 / 189 / 27
Fictional Employee 129 / 251 / 6 ✓4 / 238 / 296 / 1610 / 152 / 33 / 277 / 285 / 14
Fictional Employee 137 / 178 / 181 / 69 / 186 / 133 / 285 / 82 / 5 ✓10 / 154 / 21
Fictional Employee 148 / 276 / 289 / 241 / 5 ✓4 / 195 / 233 / 217 / 282 / 310 / 19
Fictional Employee 156 / 203 / 208 / 197 / 122 / 510 / 99 / 165 / 114 / 231 / 2 ✓
Fictional Employee 162 / 54 / 276 / 97 / 249 / 251 / 2 ✓8 / 113 / 1510 / 75 / 13
Fictional Employee 1710 / 112 / 49 / 145 / 97 / 238 / 101 / 4 ✓6 / 293 / 84 / 15
Fictional Employee 183 / 308 / 91 / 1 ✓6 / 237 / 2010 / 194 / 92 / 19 / 295 / 16
Fictional Employee 1910 / 296 / 255 / 82 / 33 / 149 / 258 / 234 / 191 / 2 ✓7 / 8
Fictional Employee 207 / 73 / 1110 / 186 / 171 / 45 / 298 / 139 / 184 / 132 / 3 ✓
Fictional Employee 212 / 66 / 107 / 303 / 228 / 241 / 1 ✓4 / 155 / 810 / 279 / 23
Fictional Employee 2210 / 261 / 3 ✓8 / 175 / 74 / 97 / 182 / 19 / 256 / 163 / 24
Fictional Employee 237 / 164 / 72 / 38 / 2610 / 129 / 246 / 191 / 2 ✓3 / 195 / 26
Fictional Employee 243 / 229 / 297 / 261 / 4 ✓10 / 266 / 224 / 248 / 92 / 65 / 20
Fictional Employee 256 / 1810 / 168 / 167 / 131 / 3 ✓5 / 273 / 229 / 124 / 252 / 6
Fictional Employee 262 / 3 ✓10 / 195 / 259 / 284 / 281 / 56 / 288 / 177 / 243 / 22
Fictional Employee 273 / 92 / 19 / 225 / 256 / 307 / 81 / 6 ✓8 / 204 / 1210 / 7
Fictional Employee 288 / 289 / 242 / 54 / 3010 / 215 / 77 / 201 / 3 ✓6 / 213 / 28
Fictional Employee 297 / 84 / 173 / 101 / 2 ✓10 / 116 / 215 / 259 / 242 / 48 / 9
Fictional Employee 303 / 248 / 2210 / 294 / 162 / 69 / 166 / 147 / 225 / 91 / 1 ✓

Unmatched participants

{}

Preference and outcome statistics

{
  "by_side": {
    "left": {
      "participants": 30,
      "completion": {
        "numerator": 30,
        "denominator": 30,
        "rate": 1.0
      },
      "evaluation_coverage": {
        "numerator": 300,
        "denominator": 300,
        "rate": 1.0
      },
      "decision_coverage": {
        "numerator": 300,
        "denominator": 300,
        "rate": 1.0
      },
      "unresolved_directions": 0,
      "explicit_rejections": 0,
      "list_lengths": {
        "e001": 10,
        "e002": 10,
        "e003": 10,
        "e004": 10,
        "e005": 10,
        "e006": 10,
        "e007": 10,
        "e008": 10,
        "e009": 10,
        "e010": 10,
        "e011": 10,
        "e012": 10,
        "e013": 10,
        "e014": 10,
        "e015": 10,
        "e016": 10,
        "e017": 10,
        "e018": 10,
        "e019": 10,
        "e020": 10,
        "e021": 10,
        "e022": 10,
        "e023": 10,
        "e024": 10,
        "e025": 10,
        "e026": 10,
        "e027": 10,
        "e028": 10,
        "e029": 10,
        "e030": 10
      },
      "first_choice_demand": {
        "m001": 1,
        "m002": 3,
        "m003": 4,
        "m004": 4,
        "m005": 4,
        "m006": 5,
        "m007": 3,
        "m008": 2,
        "m009": 2,
        "m010": 2
      },
      "top_3_demand": {
        "m001": 12,
        "m002": 10,
        "m003": 7,
        "m004": 8,
        "m005": 7,
        "m006": 7,
        "m007": 10,
        "m008": 10,
        "m009": 8,
        "m010": 11
      },
      "evaluated_exposure": {
        "m001": 30,
        "m002": 30,
        "m003": 30,
        "m004": 30,
        "m005": 30,
        "m006": 30,
        "m007": 30,
        "m008": 30,
        "m009": 30,
        "m010": 30
      },
      "top_3_per_evaluation": {
        "m001": {
          "numerator": 12,
          "denominator": 30,
          "rate": 0.4
        },
        "m002": {
          "numerator": 10,
          "denominator": 30,
          "rate": 0.3333333333333333
        },
        "m003": {
          "numerator": 7,
          "denominator": 30,
          "rate": 0.23333333333333334
        },
        "m004": {
          "numerator": 8,
          "denominator": 30,
          "rate": 0.26666666666666666
        },
        "m005": {
          "numerator": 7,
          "denominator": 30,
          "rate": 0.23333333333333334
        },
        "m006": {
          "numerator": 7,
          "denominator": 30,
          "rate": 0.23333333333333334
        },
        "m007": {
          "numerator": 10,
          "denominator": 30,
          "rate": 0.3333333333333333
        },
        "m008": {
          "numerator": 10,
          "denominator": 30,
          "rate": 0.3333333333333333
        },
        "m009": {
          "numerator": 8,
          "denominator": 30,
          "rate": 0.26666666666666666
        },
        "m010": {
          "numerator": 11,
          "denominator": 30,
          "rate": 0.36666666666666664
        }
      },
      "first_choice_hhi": 0.11555555555555555,
      "common_candidate_order_agreement": {
        "numerator": 9669,
        "denominator": 19575,
        "rate": 0.4939463601532567
      },
      "order_agreement_sampling": {
        "respondents": 30,
        "respondent_population": 30,
        "max_shared_candidates_per_pair": 20,
        "candidate_sampling_used": false,
        "seed": 17
      },
      "match_rate": {
        "numerator": 30,
        "denominator": 30,
        "rate": 1.0
      },
      "capacity": 30,
      "filled_slots": 30,
      "unfilled_slots": 0,
      "slot_fill_rate": {
        "numerator": 30,
        "denominator": 30,
        "rate": 1.0
      },
      "assigned_counts": {
        "e001": 1,
        "e002": 1,
        "e003": 1,
        "e004": 1,
        "e005": 1,
        "e006": 1,
        "e007": 1,
        "e008": 1,
        "e009": 1,
        "e010": 1,
        "e011": 1,
        "e012": 1,
        "e013": 1,
        "e014": 1,
        "e015": 1,
        "e016": 1,
        "e017": 1,
        "e018": 1,
        "e019": 1,
        "e020": 1,
        "e021": 1,
        "e022": 1,
        "e023": 1,
        "e024": 1,
        "e025": 1,
        "e026": 1,
        "e027": 1,
        "e028": 1,
        "e029": 1,
        "e030": 1
      },
      "assigned_partner_rank_lists": {
        "e001": [
          2
        ],
        "e002": [
          1
        ],
        "e003": [
          1
        ],
        "e004": [
          1
        ],
        "e005": [
          1
        ],
        "e006": [
          1
        ],
        "e007": [
          1
        ],
        "e008": [
          1
        ],
        "e009": [
          2
        ],
        "e010": [
          1
        ],
        "e011": [
          1
        ],
        "e012": [
          1
        ],
        "e013": [
          2
        ],
        "e014": [
          1
        ],
        "e015": [
          1
        ],
        "e016": [
          1
        ],
        "e017": [
          1
        ],
        "e018": [
          1
        ],
        "e019": [
          1
        ],
        "e020": [
          2
        ],
        "e021": [
          1
        ],
        "e022": [
          1
        ],
        "e023": [
          1
        ],
        "e024": [
          1
        ],
        "e025": [
          1
        ],
        "e026": [
          2
        ],
        "e027": [
          1
        ],
        "e028": [
          1
        ],
        "e029": [
          1
        ],
        "e030": [
          1
        ]
      },
      "assigned_partner_ranks": {
        "e001": 2,
        "e002": 1,
        "e003": 1,
        "e004": 1,
        "e005": 1,
        "e006": 1,
        "e007": 1,
        "e008": 1,
        "e009": 2,
        "e010": 1,
        "e011": 1,
        "e012": 1,
        "e013": 2,
        "e014": 1,
        "e015": 1,
        "e016": 1,
        "e017": 1,
        "e018": 1,
        "e019": 1,
        "e020": 2,
        "e021": 1,
        "e022": 1,
        "e023": 1,
        "e024": 1,
        "e025": 1,
        "e026": 2,
        "e027": 1,
        "e028": 1,
        "e029": 1,
        "e030": 1
      },
      "mean_assigned_rank_among_matched": 1.1666666666666667,
      "top_1_assignment": {
        "numerator": 25,
        "denominator": 30,
        "rate": 0.8333333333333334
      },
      "top_3_assignment": {
        "numerator": 30,
        "denominator": 30,
        "rate": 1.0
      },
      "sources": {
        "synthetic": 30
      }
    },
    "right": {
      "participants": 10,
      "completion": {
        "numerator": 10,
        "denominator": 10,
        "rate": 1.0
      },
      "evaluation_coverage": {
        "numerator": 300,
        "denominator": 300,
        "rate": 1.0
      },
      "decision_coverage": {
        "numerator": 300,
        "denominator": 300,
        "rate": 1.0
      },
      "unresolved_directions": 0,
      "explicit_rejections": 0,
      "list_lengths": {
        "m001": 30,
        "m002": 30,
        "m003": 30,
        "m004": 30,
        "m005": 30,
        "m006": 30,
        "m007": 30,
        "m008": 30,
        "m009": 30,
        "m010": 30
      },
      "first_choice_demand": {
        "e004": 2,
        "e005": 1,
        "e011": 1,
        "e018": 2,
        "e021": 1,
        "e022": 1,
        "e027": 1,
        "e030": 1
      },
      "top_3_demand": {
        "e002": 1,
        "e004": 2,
        "e005": 1,
        "e006": 1,
        "e007": 1,
        "e008": 1,
        "e010": 1,
        "e011": 2,
        "e012": 1,
        "e014": 1,
        "e015": 1,
        "e016": 1,
        "e018": 2,
        "e019": 2,
        "e020": 1,
        "e021": 1,
        "e022": 2,
        "e023": 2,
        "e025": 1,
        "e026": 1,
        "e027": 1,
        "e028": 1,
        "e029": 1,
        "e030": 1
      },
      "evaluated_exposure": {
        "e001": 10,
        "e002": 10,
        "e003": 10,
        "e004": 10,
        "e005": 10,
        "e006": 10,
        "e007": 10,
        "e008": 10,
        "e009": 10,
        "e010": 10,
        "e011": 10,
        "e012": 10,
        "e013": 10,
        "e014": 10,
        "e015": 10,
        "e016": 10,
        "e017": 10,
        "e018": 10,
        "e019": 10,
        "e020": 10,
        "e021": 10,
        "e022": 10,
        "e023": 10,
        "e024": 10,
        "e025": 10,
        "e026": 10,
        "e027": 10,
        "e028": 10,
        "e029": 10,
        "e030": 10
      },
      "top_3_per_evaluation": {
        "e001": {
          "numerator": 0,
          "denominator": 10,
          "rate": 0.0
        },
        "e002": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e003": {
          "numerator": 0,
          "denominator": 10,
          "rate": 0.0
        },
        "e004": {
          "numerator": 2,
          "denominator": 10,
          "rate": 0.2
        },
        "e005": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e006": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e007": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e008": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e009": {
          "numerator": 0,
          "denominator": 10,
          "rate": 0.0
        },
        "e010": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e011": {
          "numerator": 2,
          "denominator": 10,
          "rate": 0.2
        },
        "e012": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e013": {
          "numerator": 0,
          "denominator": 10,
          "rate": 0.0
        },
        "e014": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e015": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e016": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e017": {
          "numerator": 0,
          "denominator": 10,
          "rate": 0.0
        },
        "e018": {
          "numerator": 2,
          "denominator": 10,
          "rate": 0.2
        },
        "e019": {
          "numerator": 2,
          "denominator": 10,
          "rate": 0.2
        },
        "e020": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e021": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e022": {
          "numerator": 2,
          "denominator": 10,
          "rate": 0.2
        },
        "e023": {
          "numerator": 2,
          "denominator": 10,
          "rate": 0.2
        },
        "e024": {
          "numerator": 0,
          "denominator": 10,
          "rate": 0.0
        },
        "e025": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e026": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e027": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e028": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e029": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        },
        "e030": {
          "numerator": 1,
          "denominator": 10,
          "rate": 0.1
        }
      },
      "first_choice_hhi": 0.14000000000000004,
      "common_candidate_order_agreement": {
        "numerator": 4255,
        "denominator": 8550,
        "rate": 0.4976608187134503
      },
      "order_agreement_sampling": {
        "respondents": 10,
        "respondent_population": 10,
        "max_shared_candidates_per_pair": 20,
        "candidate_sampling_used": true,
        "seed": 17
      },
      "match_rate": {
        "numerator": 10,
        "denominator": 10,
        "rate": 1.0
      },
      "capacity": 30,
      "filled_slots": 30,
      "unfilled_slots": 0,
      "slot_fill_rate": {
        "numerator": 30,
        "denominator": 30,
        "rate": 1.0
      },
      "assigned_counts": {
        "m001": 3,
        "m002": 3,
        "m003": 3,
        "m004": 3,
        "m005": 3,
        "m006": 3,
        "m007": 3,
        "m008": 3,
        "m009": 3,
        "m010": 3
      },
      "assigned_partner_rank_lists": {
        "m001": [
          2,
          3,
          4
        ],
        "m002": [
          2,
          3,
          6
        ],
        "m003": [
          1,
          2,
          4
        ],
        "m004": [
          2,
          4,
          5
        ],
        "m005": [
          1,
          2,
          3
        ],
        "m006": [
          1,
          2,
          3
        ],
        "m007": [
          2,
          4,
          6
        ],
        "m008": [
          2,
          3,
          5
        ],
        "m009": [
          1,
          2,
          5
        ],
        "m010": [
          1,
          2,
          3
        ]
      },
      "assigned_partner_ranks": {},
      "mean_assigned_rank_among_matched": 2.8666666666666667,
      "top_1_assignment": {
        "numerator": 5,
        "denominator": 10,
        "rate": 0.5
      },
      "top_3_assignment": {
        "numerator": 10,
        "denominator": 10,
        "rate": 1.0
      },
      "sources": {
        "synthetic": 10
      }
    }
  },
  "mutual_top_3": [
    [
      "e002",
      "m007"
    ],
    [
      "e004",
      "m009"
    ],
    [
      "e004",
      "m004"
    ],
    [
      "e005",
      "m005"
    ],
    [
      "e006",
      "m001"
    ],
    [
      "e007",
      "m002"
    ],
    [
      "e008",
      "m003"
    ],
    [
      "e010",
      "m005"
    ],
    [
      "e011",
      "m006"
    ],
    [
      "e011",
      "m001"
    ],
    [
      "e012",
      "m007"
    ],
    [
      "e014",
      "m009"
    ],
    [
      "e015",
      "m010"
    ],
    [
      "e016",
      "m006"
    ],
    [
      "e018",
      "m003"
    ],
    [
      "e018",
      "m008"
    ],
    [
      "e019",
      "m009"
    ],
    [
      "e019",
      "m004"
    ],
    [
      "e020",
      "m010"
    ],
    [
      "e021",
      "m006"
    ],
    [
      "e022",
      "m002"
    ],
    [
      "e022",
      "m007"
    ],
    [
      "e023",
      "m008"
    ],
    [
      "e023",
      "m003"
    ],
    [
      "e025",
      "m005"
    ],
    [
      "e026",
      "m001"
    ],
    [
      "e027",
      "m002"
    ],
    [
      "e028",
      "m008"
    ],
    [
      "e029",
      "m004"
    ],
    [
      "e030",
      "m010"
    ]
  ],
  "rank_scope": "submitted lists within the active cohort; not full-market ranks",
  "outcome_denominators": "match_rate and top_k_assignment count participants with at least one qualifying partner; slot_fill_rate counts filled capacity. Mean assigned rank counts each assignment. assigned_partner_ranks is the legacy scalar field for unit-capacity participants; rank_lists includes all assignments.",
  "note": "Ordinal ranks and model scores are not cardinal welfare. Exposure is evaluated exposure, not measured page views."
}

Proposer comparison

{
  "proposing_side": "right",
  "matches": [
    [
      "e001",
      "m001"
    ],
    [
      "e002",
      "m007"
    ],
    [
      "e003",
      "m003"
    ],
    [
      "e004",
      "m009"
    ],
    [
      "e005",
      "m005"
    ],
    [
      "e006",
      "m001"
    ],
    [
      "e007",
      "m002"
    ],
    [
      "e008",
      "m003"
    ],
    [
      "e009",
      "m009"
    ],
    [
      "e010",
      "m005"
    ],
    [
      "e011",
      "m006"
    ],
    [
      "e012",
      "m007"
    ],
    [
      "e013",
      "m008"
    ],
    [
      "e014",
      "m004"
    ],
    [
      "e015",
      "m010"
    ],
    [
      "e016",
      "m006"
    ],
    [
      "e017",
      "m007"
    ],
    [
      "e018",
      "m003"
    ],
    [
      "e019",
      "m009"
    ],
    [
      "e020",
      "m010"
    ],
    [
      "e021",
      "m006"
    ],
    [
      "e022",
      "m002"
    ],
    [
      "e023",
      "m008"
    ],
    [
      "e024",
      "m004"
    ],
    [
      "e025",
      "m005"
    ],
    [
      "e026",
      "m001"
    ],
    [
      "e027",
      "m002"
    ],
    [
      "e028",
      "m008"
    ],
    [
      "e029",
      "m004"
    ],
    [
      "e030",
      "m010"
    ]
  ],
  "changed_pairs": [
    [
      "e012",
      "m002"
    ],
    [
      "e012",
      "m007"
    ],
    [
      "e027",
      "m002"
    ],
    [
      "e027",
      "m007"
    ]
  ],
  "statistics": {
    "by_side": {
      "left": {
        "participants": 30,
        "completion": {
          "numerator": 30,
          "denominator": 30,
          "rate": 1.0
        },
        "evaluation_coverage": {
          "numerator": 300,
          "denominator": 300,
          "rate": 1.0
        },
        "decision_coverage": {
          "numerator": 300,
          "denominator": 300,
          "rate": 1.0
        },
        "unresolved_directions": 0,
        "explicit_rejections": 0,
        "list_lengths": {
          "e001": 10,
          "e002": 10,
          "e003": 10,
          "e004": 10,
          "e005": 10,
          "e006": 10,
          "e007": 10,
          "e008": 10,
          "e009": 10,
          "e010": 10,
          "e011": 10,
          "e012": 10,
          "e013": 10,
          "e014": 10,
          "e015": 10,
          "e016": 10,
          "e017": 10,
          "e018": 10,
          "e019": 10,
          "e020": 10,
          "e021": 10,
          "e022": 10,
          "e023": 10,
          "e024": 10,
          "e025": 10,
          "e026": 10,
          "e027": 10,
          "e028": 10,
          "e029": 10,
          "e030": 10
        },
        "first_choice_demand": {
          "m001": 1,
          "m002": 3,
          "m003": 4,
          "m004": 4,
          "m005": 4,
          "m006": 5,
          "m007": 3,
          "m008": 2,
          "m009": 2,
          "m010": 2
        },
        "top_3_demand": {
          "m001": 12,
          "m002": 10,
          "m003": 7,
          "m004": 8,
          "m005": 7,
          "m006": 7,
          "m007": 10,
          "m008": 10,
          "m009": 8,
          "m010": 11
        },
        "evaluated_exposure": {
          "m001": 30,
          "m002": 30,
          "m003": 30,
          "m004": 30,
          "m005": 30,
          "m006": 30,
          "m007": 30,
          "m008": 30,
          "m009": 30,
          "m010": 30
        },
        "top_3_per_evaluation": {
          "m001": {
            "numerator": 12,
            "denominator": 30,
            "rate": 0.4
          },
          "m002": {
            "numerator": 10,
            "denominator": 30,
            "rate": 0.3333333333333333
          },
          "m003": {
            "numerator": 7,
            "denominator": 30,
            "rate": 0.23333333333333334
          },
          "m004": {
            "numerator": 8,
            "denominator": 30,
            "rate": 0.26666666666666666
          },
          "m005": {
            "numerator": 7,
            "denominator": 30,
            "rate": 0.23333333333333334
          },
          "m006": {
            "numerator": 7,
            "denominator": 30,
            "rate": 0.23333333333333334
          },
          "m007": {
            "numerator": 10,
            "denominator": 30,
            "rate": 0.3333333333333333
          },
          "m008": {
            "numerator": 10,
            "denominator": 30,
            "rate": 0.3333333333333333
          },
          "m009": {
            "numerator": 8,
            "denominator": 30,
            "rate": 0.26666666666666666
          },
          "m010": {
            "numerator": 11,
            "denominator": 30,
            "rate": 0.36666666666666664
          }
        },
        "first_choice_hhi": 0.11555555555555555,
        "common_candidate_order_agreement": {
          "numerator": 9669,
          "denominator": 19575,
          "rate": 0.4939463601532567
        },
        "order_agreement_sampling": {
          "respondents": 30,
          "respondent_population": 30,
          "max_shared_candidates_per_pair": 20,
          "candidate_sampling_used": false,
          "seed": 17
        },
        "match_rate": {
          "numerator": 30,
          "denominator": 30,
          "rate": 1.0
        },
        "capacity": 30,
        "filled_slots": 30,
        "unfilled_slots": 0,
        "slot_fill_rate": {
          "numerator": 30,
          "denominator": 30,
          "rate": 1.0
        },
        "assigned_counts": {
          "e001": 1,
          "e002": 1,
          "e003": 1,
          "e004": 1,
          "e005": 1,
          "e006": 1,
          "e007": 1,
          "e008": 1,
          "e009": 1,
          "e010": 1,
          "e011": 1,
          "e012": 1,
          "e013": 1,
          "e014": 1,
          "e015": 1,
          "e016": 1,
          "e017": 1,
          "e018": 1,
          "e019": 1,
          "e020": 1,
          "e021": 1,
          "e022": 1,
          "e023": 1,
          "e024": 1,
          "e025": 1,
          "e026": 1,
          "e027": 1,
          "e028": 1,
          "e029": 1,
          "e030": 1
        },
        "assigned_partner_rank_lists": {
          "e001": [
            2
          ],
          "e002": [
            1
          ],
          "e003": [
            1
          ],
          "e004": [
            1
          ],
          "e005": [
            1
          ],
          "e006": [
            1
          ],
          "e007": [
            1
          ],
          "e008": [
            1
          ],
          "e009": [
            2
          ],
          "e010": [
            1
          ],
          "e011": [
            1
          ],
          "e012": [
            2
          ],
          "e013": [
            2
          ],
          "e014": [
            1
          ],
          "e015": [
            1
          ],
          "e016": [
            1
          ],
          "e017": [
            1
          ],
          "e018": [
            1
          ],
          "e019": [
            1
          ],
          "e020": [
            2
          ],
          "e021": [
            1
          ],
          "e022": [
            1
          ],
          "e023": [
            1
          ],
          "e024": [
            1
          ],
          "e025": [
            1
          ],
          "e026": [
            2
          ],
          "e027": [
            2
          ],
          "e028": [
            1
          ],
          "e029": [
            1
          ],
          "e030": [
            1
          ]
        },
        "assigned_partner_ranks": {
          "e001": 2,
          "e002": 1,
          "e003": 1,
          "e004": 1,
          "e005": 1,
          "e006": 1,
          "e007": 1,
          "e008": 1,
          "e009": 2,
          "e010": 1,
          "e011": 1,
          "e012": 2,
          "e013": 2,
          "e014": 1,
          "e015": 1,
          "e016": 1,
          "e017": 1,
          "e018": 1,
          "e019": 1,
          "e020": 2,
          "e021": 1,
          "e022": 1,
          "e023": 1,
          "e024": 1,
          "e025": 1,
          "e026": 2,
          "e027": 2,
          "e028": 1,
          "e029": 1,
          "e030": 1
        },
        "mean_assigned_rank_among_matched": 1.2333333333333334,
        "top_1_assignment": {
          "numerator": 23,
          "denominator": 30,
          "rate": 0.7666666666666667
        },
        "top_3_assignment": {
          "numerator": 30,
          "denominator": 30,
          "rate": 1.0
        },
        "sources": {
          "synthetic": 30
        }
      },
      "right": {
        "participants": 10,
        "completion": {
          "numerator": 10,
          "denominator": 10,
          "rate": 1.0
        },
        "evaluation_coverage": {
          "numerator": 300,
          "denominator": 300,
          "rate": 1.0
        },
        "decision_coverage": {
          "numerator": 300,
          "denominator": 300,
          "rate": 1.0
        },
        "unresolved_directions": 0,
        "explicit_rejections": 0,
        "list_lengths": {
          "m001": 30,
          "m002": 30,
          "m003": 30,
          "m004": 30,
          "m005": 30,
          "m006": 30,
          "m007": 30,
          "m008": 30,
          "m009": 30,
          "m010": 30
        },
        "first_choice_demand": {
          "e004": 2,
          "e005": 1,
          "e011": 1,
          "e018": 2,
          "e021": 1,
          "e022": 1,
          "e027": 1,
          "e030": 1
        },
        "top_3_demand": {
          "e002": 1,
          "e004": 2,
          "e005": 1,
          "e006": 1,
          "e007": 1,
          "e008": 1,
          "e010": 1,
          "e011": 2,
          "e012": 1,
          "e014": 1,
          "e015": 1,
          "e016": 1,
          "e018": 2,
          "e019": 2,
          "e020": 1,
          "e021": 1,
          "e022": 2,
          "e023": 2,
          "e025": 1,
          "e026": 1,
          "e027": 1,
          "e028": 1,
          "e029": 1,
          "e030": 1
        },
        "evaluated_exposure": {
          "e001": 10,
          "e002": 10,
          "e003": 10,
          "e004": 10,
          "e005": 10,
          "e006": 10,
          "e007": 10,
          "e008": 10,
          "e009": 10,
          "e010": 10,
          "e011": 10,
          "e012": 10,
          "e013": 10,
          "e014": 10,
          "e015": 10,
          "e016": 10,
          "e017": 10,
          "e018": 10,
          "e019": 10,
          "e020": 10,
          "e021": 10,
          "e022": 10,
          "e023": 10,
          "e024": 10,
          "e025": 10,
          "e026": 10,
          "e027": 10,
          "e028": 10,
          "e029": 10,
          "e030": 10
        },
        "top_3_per_evaluation": {
          "e001": {
            "numerator": 0,
            "denominator": 10,
            "rate": 0.0
          },
          "e002": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e003": {
            "numerator": 0,
            "denominator": 10,
            "rate": 0.0
          },
          "e004": {
            "numerator": 2,
            "denominator": 10,
            "rate": 0.2
          },
          "e005": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e006": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e007": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e008": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e009": {
            "numerator": 0,
            "denominator": 10,
            "rate": 0.0
          },
          "e010": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e011": {
            "numerator": 2,
            "denominator": 10,
            "rate": 0.2
          },
          "e012": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e013": {
            "numerator": 0,
            "denominator": 10,
            "rate": 0.0
          },
          "e014": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e015": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e016": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e017": {
            "numerator": 0,
            "denominator": 10,
            "rate": 0.0
          },
          "e018": {
            "numerator": 2,
            "denominator": 10,
            "rate": 0.2
          },
          "e019": {
            "numerator": 2,
            "denominator": 10,
            "rate": 0.2
          },
          "e020": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e021": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e022": {
            "numerator": 2,
            "denominator": 10,
            "rate": 0.2
          },
          "e023": {
            "numerator": 2,
            "denominator": 10,
            "rate": 0.2
          },
          "e024": {
            "numerator": 0,
            "denominator": 10,
            "rate": 0.0
          },
          "e025": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e026": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e027": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e028": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e029": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          },
          "e030": {
            "numerator": 1,
            "denominator": 10,
            "rate": 0.1
          }
        },
        "first_choice_hhi": 0.14000000000000004,
        "common_candidate_order_agreement": {
          "numerator": 4255,
          "denominator": 8550,
          "rate": 0.4976608187134503
        },
        "order_agreement_sampling": {
          "respondents": 10,
          "respondent_population": 10,
          "max_shared_candidates_per_pair": 20,
          "candidate_sampling_used": true,
          "seed": 17
        },
        "match_rate": {
          "numerator": 10,
          "denominator": 10,
          "rate": 1.0
        },
        "capacity": 30,
        "filled_slots": 30,
        "unfilled_slots": 0,
        "slot_fill_rate": {
          "numerator": 30,
          "denominator": 30,
          "rate": 1.0
        },
        "assigned_counts": {
          "m001": 3,
          "m002": 3,
          "m003": 3,
          "m004": 3,
          "m005": 3,
          "m006": 3,
          "m007": 3,
          "m008": 3,
          "m009": 3,
          "m010": 3
        },
        "assigned_partner_rank_lists": {
          "m001": [
            2,
            3,
            4
          ],
          "m002": [
            1,
            2,
            3
          ],
          "m003": [
            1,
            2,
            4
          ],
          "m004": [
            2,
            4,
            5
          ],
          "m005": [
            1,
            2,
            3
          ],
          "m006": [
            1,
            2,
            3
          ],
          "m007": [
            2,
            3,
            4
          ],
          "m008": [
            2,
            3,
            5
          ],
          "m009": [
            1,
            2,
            5
          ],
          "m010": [
            1,
            2,
            3
          ]
        },
        "assigned_partner_ranks": {},
        "mean_assigned_rank_among_matched": 2.6,
        "top_1_assignment": {
          "numerator": 6,
          "denominator": 10,
          "rate": 0.6
        },
        "top_3_assignment": {
          "numerator": 10,
          "denominator": 10,
          "rate": 1.0
        },
        "sources": {
          "synthetic": 10
        }
      }
    },
    "mutual_top_3": [
      [
        "e002",
        "m007"
      ],
      [
        "e004",
        "m009"
      ],
      [
        "e004",
        "m004"
      ],
      [
        "e005",
        "m005"
      ],
      [
        "e006",
        "m001"
      ],
      [
        "e007",
        "m002"
      ],
      [
        "e008",
        "m003"
      ],
      [
        "e010",
        "m005"
      ],
      [
        "e011",
        "m006"
      ],
      [
        "e011",
        "m001"
      ],
      [
        "e012",
        "m007"
      ],
      [
        "e014",
        "m009"
      ],
      [
        "e015",
        "m010"
      ],
      [
        "e016",
        "m006"
      ],
      [
        "e018",
        "m003"
      ],
      [
        "e018",
        "m008"
      ],
      [
        "e019",
        "m009"
      ],
      [
        "e019",
        "m004"
      ],
      [
        "e020",
        "m010"
      ],
      [
        "e021",
        "m006"
      ],
      [
        "e022",
        "m002"
      ],
      [
        "e022",
        "m007"
      ],
      [
        "e023",
        "m008"
      ],
      [
        "e023",
        "m003"
      ],
      [
        "e025",
        "m005"
      ],
      [
        "e026",
        "m001"
      ],
      [
        "e027",
        "m002"
      ],
      [
        "e028",
        "m008"
      ],
      [
        "e029",
        "m004"
      ],
      [
        "e030",
        "m010"
      ]
    ],
    "rank_scope": "submitted lists within the active cohort; not full-market ranks",
    "outcome_denominators": "match_rate and top_k_assignment count participants with at least one qualifying partner; slot_fill_rate counts filled capacity. Mean assigned rank counts each assignment. assigned_partner_ranks is the legacy scalar field for unit-capacity participants; rank_lists includes all assignments.",
    "note": "Ordinal ranks and model scores are not cardinal welfare. Exposure is evaluated exposure, not measured page views."
  }
}

Preference benchmarks

{}

Organizer report: includes private rankings. Individual files contain only assigned partners' public profiles, with no rankings or contact details.