{
 "model": {
  "name": "D0b",
  "response": "log10(CBT MPN/100 mL + 1), right-censored at 100 (Tobit)",
  "features": [
   "F: temperature-corrected ln(mon2-170) minus the daily clean-water baseline",
   "Blog: ln(ToF / daily clean-water ToF)",
   "T: temperature - 20 C",
   "F x T"
  ],
  "coefficients": "shared across units",
  "ridge": 0.1,
  "per_unit_calibration": "daily clean-water baseline only"
 },
 "n_samples": 75,
 "n_pairs": 194,
 "n_records": 110,
 "results": {
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  "who_three_level": {
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   "day held out": {
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  "reference_repeatability": {
   "replicates_within_bucket": {
    "groups": 27,
    "agree_ge10": 26
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   "repeats_same_source": {
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   "sensor_vs_cbt_ge10": {
    "samples": 75,
    "agree": 70
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  "comparison_models": {
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   "B per-unit intercepts, shared slopes | day held out": {
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   "D0a shared, ToF as is | day held out": {
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   "D0a shared, ToF as is | new sensor + new day": {
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   "D0b shared, ToF log ratio (primary) | day held out": {
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   "D0b shared, ToF log ratio (primary) | new sensor + new day": {
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   "D0c shared, no ToF | day held out": {
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   "D0c shared, no ToF | new sensor + new day": {
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   "Cb shared: F, ToF log ratio | day held out": {
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   "cbt_zero": 30,
   "predicted_below_10": 30,
   "matched_systems": [
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   "feature_mean": [
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