9.0 KiB
9.0 KiB
| 1 | cycle_day | date | doc_date | doc_weight_g | cycle_id | manual_avg_g | manual_source | iot_avg_g | iot_source | iot_minus_manual_g | abs_gap_g | rel_gap_pct | proposed_target_g | proposed_target_method | proposed_train_weight | proposed_use_in_train | review_flag | review_note | reviewer_decision | reviewer_target_g | reviewer_notes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 0 | 2026-05-22 | 2026-05-22 | 32.0 | cycle7 | 32.0 | DOC / Age-0 Manual | missing | 32.0 | doc_manual_only | 0.0 | False | DOC_REFERENCE_ONLY | DOC / age-0 reference; not used as vision training day | |||||||
| 3 | 1 | 2026-05-23 | 2026-05-22 | 32.0 | cycle7 | 47.0 | Manual | 48.0 | data_cycle7.jpeg AVG IOT | 1.0 | 1.0 | 2.083333333333333 | 47.5 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=2.1%) | |||
| 4 | 2 | 2026-05-24 | 2026-05-22 | 32.0 | cycle7 | 60.0 | Manual | 58.0 | data_cycle7.jpeg AVG IOT | -2.0 | 2.0 | 3.3333333333333335 | 59.0 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=3.3%) | |||
| 5 | 3 | 2026-05-25 | 2026-05-22 | 32.0 | cycle7 | 78.0 | Manual | 75.0 | data_cycle7.jpeg AVG IOT | -3.0 | 3.0 | 3.8461538461538463 | 76.5 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=3.8%) | |||
| 6 | 4 | 2026-05-26 | 2026-05-22 | 32.0 | cycle7 | 96.0 | Manual | 93.0 | data_cycle7.jpeg AVG IOT | -3.0 | 3.0 | 3.125 | 94.5 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=3.1%) | |||
| 7 | 5 | 2026-05-27 | 2026-05-22 | 32.0 | cycle7 | 115.0 | Manual | 118.0 | data_cycle7.jpeg AVG IOT | 3.0 | 3.0 | 2.5423728813559325 | 116.5 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=2.5%) | |||
| 8 | 6 | 2026-05-28 | 2026-05-22 | 32.0 | cycle7 | 131.0 | Manual | 137.0 | data_cycle7.jpeg AVG IOT | 6.0 | 6.0 | 4.37956204379562 | 134.0 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=4.4%) | |||
| 9 | 7 | 2026-05-29 | 2026-05-22 | 32.0 | cycle7 | 152.0 | Manual | 174.0 | data_cycle7.jpeg AVG IOT | 22.0 | 22.0 | 12.643678160919542 | 163.0 | mean_manual_iot_large_gap_downweighted | 0.25 | True | LARGE_GAP_DOWNWEIGHT | Large Manual–IoT gap 12.6% (22.0 g); use mean at weight 0.25 | |||
| 10 | 8 | 2026-05-30 | 2026-05-22 | 32.0 | cycle7 | 176.0 | Manual | 198.0 | data_cycle7.jpeg AVG IOT | 22.0 | 22.0 | 11.11111111111111 | 187.0 | mean_manual_iot_large_gap_downweighted | 0.25 | True | LARGE_GAP_DOWNWEIGHT | Large Manual–IoT gap 11.1% (22.0 g); use mean at weight 0.25 | |||
| 11 | 9 | 2026-05-31 | 2026-05-22 | 32.0 | cycle7 | 201.0 | Manual | 204.0 | data_cycle7.jpeg AVG IOT | 3.0 | 3.0 | 1.4705882352941175 | 202.5 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=1.5%) | |||
| 12 | 10 | 2026-06-01 | 2026-05-22 | 32.0 | cycle7 | 232.0 | Manual | 241.0 | data_cycle7.jpeg AVG IOT | 9.0 | 9.0 | 3.7344398340248963 | 236.5 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=3.7%) | |||
| 13 | 11 | 2026-06-02 | 2026-05-22 | 32.0 | cycle7 | 263.0 | Manual | 265.0 | data_cycle7.jpeg AVG IOT | 2.0 | 2.0 | 0.7547169811320755 | 264.0 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=0.8%) | |||
| 14 | 12 | 2026-06-03 | 2026-05-22 | 32.0 | cycle7 | 312.0 | Manual | 307.0 | data_cycle7.jpeg AVG IOT | -5.0 | 5.0 | 1.6025641025641024 | 309.5 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=1.6%) | |||
| 15 | 13 | 2026-06-04 | 2026-05-22 | 32.0 | cycle7 | 367.0 | Manual | 357.0 | data_cycle7.jpeg AVG IOT | -10.0 | 10.0 | 2.7247956403269753 | 362.0 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=2.7%) | |||
| 16 | 14 | 2026-06-05 | 2026-05-22 | 32.0 | cycle7 | 430.0 | Manual | 420.0 | data_cycle7.jpeg AVG IOT | -10.0 | 10.0 | 2.3255813953488373 | 425.0 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=2.3%) | |||
| 17 | 15 | 2026-06-06 | 2026-05-22 | 32.0 | cycle7 | 492.0 | Manual | 473.0 | data_cycle7.jpeg AVG IOT | -19.0 | 19.0 | 3.861788617886179 | 482.5 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=3.9%) | |||
| 18 | 16 | 2026-06-07 | 2026-05-22 | 32.0 | cycle7 | 551.0 | Manual | 536.0 | data_cycle7.jpeg AVG IOT | -15.0 | 15.0 | 2.722323049001815 | 543.5 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=2.7%) | |||
| 19 | 17 | 2026-06-08 | 2026-05-22 | 32.0 | cycle7 | 610.0 | Manual | 614.0 | data_cycle7.jpeg AVG IOT | 4.0 | 4.0 | 0.6514657980456027 | 612.0 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=0.7%) | |||
| 20 | 18 | 2026-06-09 | 2026-05-22 | 32.0 | cycle7 | 669.0 | Manual | 679.0 | data_cycle7.jpeg AVG IOT | 10.0 | 10.0 | 1.4727540500736376 | 674.0 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=1.5%) | |||
| 21 | 19 | 2026-06-10 | 2026-05-22 | 32.0 | cycle7 | 678.0 | Manual | 734.0 | data_cycle7.jpeg AVG IOT | 56.0 | 56.0 | 7.629427792915531 | 706.0 | mean_manual_iot_downweighted | 0.5 | True | MODERATE_GAP | Moderate Manual–IoT gap 7.6%; proposed half weight | |||
| 22 | 20 | 2026-06-11 | 2026-05-22 | 32.0 | cycle7 | 763.0 | Manual | 743.0 | data_cycle7.jpeg AVG IOT | -20.0 | 20.0 | 2.621231979030144 | 753.0 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=2.6%) | |||
| 23 | 21 | 2026-06-12 | 2026-05-22 | 32.0 | cycle7 | 873.0 | Manual | 869.0 | data_cycle7.jpeg AVG IOT | -4.0 | 4.0 | 0.45819014891179843 | 871.0 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=0.5%) | |||
| 24 | 22 | 2026-06-13 | 2026-05-22 | 32.0 | cycle7 | 940.0 | Manual | 942.0 | data_cycle7.jpeg AVG IOT | 2.0 | 2.0 | 0.21231422505307856 | 941.0 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=0.2%) | |||
| 25 | 23 | 2026-06-14 | 2026-05-22 | 32.0 | cycle7 | 1010.0 | Manual | 1014.0 | data_cycle7.jpeg AVG IOT | 4.0 | 4.0 | 0.39447731755424065 | 1012.0 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=0.4%) | |||
| 26 | 24 | 2026-06-15 | 2026-05-22 | 32.0 | cycle7 | 1052.0 | Manual | 1075.0 | data_cycle7.jpeg AVG IOT | 23.0 | 23.0 | 2.1395348837209305 | 1063.5 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=2.1%) | |||
| 27 | 25 | 2026-06-16 | 2026-05-22 | 32.0 | cycle7 | 1118.0 | Manual | 1125.0 | data_cycle7.jpeg AVG IOT | 7.0 | 7.0 | 0.6222222222222222 | 1121.5 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=0.6%) | |||
| 28 | 26 | 2026-06-17 | 2026-05-22 | 32.0 | cycle7 | 1143.0 | Manual | 1225.0 | data_cycle7.jpeg AVG IOT | 82.0 | 82.0 | 6.693877551020408 | 1184.0 | mean_manual_iot_downweighted | 0.5 | True | MODERATE_GAP | Moderate Manual–IoT gap 6.7%; proposed half weight | |||
| 29 | 27 | 2026-06-18 | 2026-05-22 | 32.0 | cycle7 | 1192.5 | Manual | 1350.0 | data_cycle7.jpeg AVG IOT | 157.5 | 157.5 | 11.666666666666666 | 1271.25 | mean_manual_iot_large_gap_downweighted | 0.25 | True | LARGE_GAP_DOWNWEIGHT | Large Manual–IoT gap 11.7% (157.5 g); use mean at weight 0.25 | |||
| 30 | 28 | 2026-06-19 | 2026-05-22 | 32.0 | cycle7 | 1297.5 | Manual | 1350.0 | data_cycle7.jpeg AVG IOT | 52.5 | 52.5 | 3.888888888888889 | 1323.75 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=3.9%) | |||
| 31 | 29 | 2026-06-20 | 2026-05-22 | 32.0 | cycle7 | 1360.0 | Manual | 1425.0 | data_cycle7.jpeg AVG IOT | 65.0 | 65.0 | 4.56140350877193 | 1392.5 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=4.6%) | |||
| 32 | 30 | 2026-06-21 | 2026-05-22 | 32.0 | cycle7 | 1422.5 | Manual | 1475.0 | data_cycle7.jpeg AVG IOT | 52.5 | 52.5 | 3.5593220338983054 | 1448.75 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=3.6%) | |||
| 33 | 31 | 2026-06-22 | 2026-05-22 | 32.0 | cycle7 | 1442.5 | Manual | 1525.0 | data_cycle7.jpeg AVG IOT | 82.5 | 82.5 | 5.409836065573771 | 1483.75 | mean_manual_iot_downweighted | 0.5 | True | MODERATE_GAP | Moderate Manual–IoT gap 5.4%; proposed half weight | |||
| 34 | 32 | 2026-06-23 | 2026-05-22 | 32.0 | cycle7 | 1525.0 | Manual | 1581.0 | data_cycle7.jpeg AVG IOT | 56.0 | 56.0 | 3.542061986084757 | 1553.0 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=3.5%) | |||
| 35 | 33 | 2026-06-24 | 2026-05-22 | 32.0 | cycle7 | 1647.5 | Manual | 1615.0 | data_cycle7.jpeg AVG IOT | -32.5 | 32.5 | 1.9726858877086493 | 1631.25 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=2.0%) | |||
| 36 | 34 | 2026-06-25 | 2026-05-22 | 32.0 | cycle7 | 1697.5 | Manual | 1689.8 | data_cycle7.jpeg AVG IOT | -7.7000000000000455 | 7.7000000000000455 | 0.4536082474226831 | 1693.65 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=0.5%) | |||
| 37 | 35 | 2026-06-26 | 2026-05-22 | 32.0 | cycle7 | 1720.0 | Manual | 1584.5 | data_cycle7.jpeg AVG IOT | -135.5 | 135.5 | 7.877906976744187 | 1652.25 | mean_manual_iot_downweighted | 0.5 | True | MODERATE_GAP | Moderate Manual–IoT gap 7.9%; proposed half weight | |||
| 38 | 36 | 2026-06-27 | 2026-05-22 | 32.0 | cycle7 | 1350.0 | Manual | 1421.0 | data_cycle7.jpeg AVG IOT | 71.0 | 71.0 | 4.9964813511611545 | 1385.5 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=5.0%) | |||
| 39 | 37 | 2026-06-28 | 2026-05-22 | 32.0 | cycle7 | 1370.0 | Manual | 1395.0 | data_cycle7.jpeg AVG IOT | 25.0 | 25.0 | 1.7921146953405016 | 1382.5 | mean_manual_iot | 1.0 | True | AGREE | Manual and IoT within 5% (gap=1.8%) | |||
| 40 | 38 | 2026-06-29 | 2026-05-22 | 32.0 | cycle7 | 1340.0 | Manual | missing | 1340.0 | manual_only | 0.7 | True | MANUAL_ONLY | IoT missing; use Manual at reduced weight 0.7 | |||||||
| 41 | 39 | 2026-06-30 | 2026-05-22 | 32.0 | cycle7 | 1350.0 | Manual | missing | 1350.0 | manual_only | 0.7 | True | MANUAL_ONLY | IoT missing; use Manual at reduced weight 0.7 | |||||||
| 42 | 40 | 2026-07-01 | 2026-05-22 | 32.0 | cycle7 | 1360.0 | Manual | missing | 1360.0 | manual_only | 0.7 | True | MANUAL_ONLY | IoT missing; use Manual at reduced weight 0.7 | |||||||
| 43 | 41 | 2026-07-02 | 2026-05-22 | 32.0 | cycle7 | 1370.0 | Manual | missing | 1370.0 | manual_only | 0.7 | True | MANUAL_ONLY | IoT missing; use Manual at reduced weight 0.7 | |||||||
| 44 | 42 | 2026-07-03 | 2026-05-22 | 32.0 | cycle7 | 1380.0 | Manual | missing | 1380.0 | manual_only | 0.7 | True | MANUAL_ONLY | IoT missing; use Manual at reduced weight 0.7 | |||||||
| 45 | 43 | 2026-07-04 | 2026-05-22 | 32.0 | cycle7 | 1390.0 | Manual | missing | 1390.0 | manual_only | 0.7 | True | MANUAL_ONLY | IoT missing; use Manual at reduced weight 0.7 | |||||||
| 46 | 44 | 2026-07-05 | 2026-05-22 | 32.0 | cycle7 | 1400.0 | Manual | missing | 1400.0 | manual_only | 0.7 | True | MANUAL_ONLY | IoT missing; use Manual at reduced weight 0.7 | |||||||
| 47 | 45 | 2026-07-06 | 2026-05-22 | 32.0 | cycle7 | 1450.0 | Manual | missing | 1450.0 | manual_only | 0.7 | True | MANUAL_ONLY | IoT missing; use Manual at reduced weight 0.7 | |||||||
| 48 | 46 | 2026-07-07 | 2026-05-22 | 32.0 | cycle7 | 1510.0 | Manual | missing | 1510.0 | manual_only | 0.7 | True | MANUAL_ONLY | IoT missing; use Manual at reduced weight 0.7 | |||||||
| 49 | 47 | 2026-07-08 | 2026-05-22 | 32.0 | cycle7 | 1610.0 | Manual | missing | 1610.0 | manual_only | 0.7 | True | MANUAL_ONLY | IoT missing; use Manual at reduced weight 0.7 |