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1{2 "train_n": 6481,3 "cv5_accuracy_vs_llm": 0.6917,4 "audit_consensus_n": 474,5 "accuracy_model_on_audit": 0.8819,6 "accuracy_rule_on_audit": 0.4599,7 "listing_weighted_accuracy_model": 0.9106,8 "listing_weighted_accuracy_rule": 0.4535,9 "share_relabelled": 0.5229,10 "category_shares_rule": {11  "epicerie": 0.1125,12  "autre": 0.1113,13  "mode": 0.1103,14  "bijoux": 0.0915,15  "cafe_the": 0.0856,16  "maison": 0.0724,17  "art": 0.0699,18  "sante_beaute": 0.0684,19  "enfants": 0.0514,20  "industriel": 0.0391,21  "animaux": 0.0371,22  "alcool": 0.0302,23  "boissons": 0.0249,24  "erable": 0.0206,25  "viande_poisson": 0.0193,26  "plein_air": 0.0185,27  "chocolat": 0.0143,28  "jardin": 0.0104,29  "fromage_laitier": 0.0064,30  "boulangerie": 0.005931 },32 "category_shares_model": {33  "mode": 0.1626,34  "art": 0.152,35  "industriel": 0.1217,36  "bijoux": 0.0895,37  "epicerie": 0.0831,38  "sante_beaute": 0.0827,39  "maison": 0.0758,40  "enfants": 0.0502,41  "animaux": 0.0434,42  "jardin": 0.0226,43  "plein_air": 0.018,44  "cafe_the": 0.0177,45  "autre": 0.0167,46  "chocolat": 0.0164,47  "viande_poisson": 0.0125,48  "alcool": 0.0108,49  "erable": 0.0091,50  "boissons": 0.0058,51  "boulangerie": 0.0058,52  "fromage_laitier": 0.003653 },54 "per_category_on_audit": {55  "erable": {56   "n": 12,57   "recall_model": 1.0,58   "precision_model": 0.70659  },60  "epicerie": {61   "n": 25,62   "recall_model": 0.68,63   "precision_model": 0.73964  },65  "cafe_the": {66   "n": 10,67   "recall_model": 0.7,68   "precision_model": 1.069  },70  "chocolat": {71   "n": 19,72   "recall_model": 0.895,73   "precision_model": 0.8174  },75  "boulangerie": {76   "n": 14,77   "recall_model": 0.786,78   "precision_model": 0.84679  },80  "viande_poisson": {81   "n": 9,82   "recall_model": 0.778,83   "precision_model": 0.784  },85  "fromage_laitier": {86   "n": 17,87   "recall_model": 0.824,88   "precision_model": 1.089  },90  "boissons": {91   "n": 5,92   "recall_model": 0.8,93   "precision_model": 1.094  },95  "alcool": {96   "n": 7,97   "recall_model": 0.714,98   "precision_model": 0.83399  },100  "sante_beaute": {101   "n": 29,102   "recall_model": 1.0,103   "precision_model": 0.853104  },105  "maison": {106   "n": 36,107   "recall_model": 0.778,108   "precision_model": 0.875109  },110  "mode": {111   "n": 54,112   "recall_model": 0.963,113   "precision_model": 0.852114  },115  "bijoux": {116   "n": 23,117   "recall_model": 0.913,118   "precision_model": 0.955119  },120  "art": {121   "n": 68,122   "recall_model": 0.985,123   "precision_model": 0.882124  },125  "enfants": {126   "n": 25,127   "recall_model": 0.68,128   "precision_model": 1.0129  },130  "animaux": {131   "n": 24,132   "recall_model": 1.0,133   "precision_model": 0.96134  },135  "plein_air": {136   "n": 13,137   "recall_model": 0.769,138   "precision_model": 1.0139  },140  "jardin": {141   "n": 29,142   "recall_model": 0.897,143   "precision_model": 0.963144  },145  "industriel": {146   "n": 53,147   "recall_model": 0.943,148   "precision_model": 0.943149  },150  "autre": {151   "n": 2,152   "recall_model": 0.0,153   "precision_model": 0.0154  }155 },156 "confusion_audit_annotated_vs_model": {157  "alcool": {158   "alcool": 5,159   "art": 1,160   "mode": 1161  },162  "animaux": {163   "animaux": 24164  },165  "art": {166   "art": 67,167   "industriel": 1168  },169  "autre": {170   "epicerie": 2171  },172  "bijoux": {173   "art": 1,174   "bijoux": 21,175   "mode": 1176  },177  "boissons": {178   "art": 1,179   "boissons": 4180  },181  "boulangerie": {182   "boulangerie": 11,183   "chocolat": 1,184   "epicerie": 1,185   "erable": 1186  },187  "cafe_the": {188   "cafe_the": 7,189   "mode": 1,190   "sante_beaute": 2191  },192  "chocolat": {193   "chocolat": 17,194   "erable": 1,195   "industriel": 1196  },197  "enfants": {198   "animaux": 1,199   "art": 1,200   "autre": 2,201   "enfants": 17,202   "mode": 4203  },204  "epicerie": {205   "art": 2,206   "chocolat": 1,207   "epicerie": 17,208   "erable": 2,209   "jardin": 1,210   "sante_beaute": 1,211   "viande_poisson": 1212  },213  "erable": {214   "erable": 12215  },216  "fromage_laitier": {217   "chocolat": 2,218   "epicerie": 1,219   "fromage_laitier": 14220  },221  "industriel": {222   "art": 1,223   "industriel": 50,224   "maison": 2225  },226  "jardin": {227   "industriel": 1,228   "jardin": 26,229   "maison": 1,230   "viande_poisson": 1231  },232  "maison": {233   "alcool": 1,234   "art": 1,235   "boulangerie": 2,236   "erable": 1,237   "maison": 28,238   "sante_beaute": 2,239   "viande_poisson": 1240  },241  "mode": {242   "art": 1,243   "bijoux": 1,244   "mode": 52245  },246  "plein_air": {247   "maison": 1,248   "mode": 2,249   "plein_air": 10250  },251  "sante_beaute": {252   "sante_beaute": 29253  },254  "viande_poisson": {255   "epicerie": 2,256   "viande_poisson": 7257  }258 },259 "features": "text-embedding-3-small (512 d) + one-hot rule label; multinomial logistic regression C=2"260}
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