gandalf / evaluation.json
krazyjakee's picture
Release Gandalf 0.0.1 with evaluation evidence and local inference
0f74206 verified
Raw History Blame Contribute Delete
35.7 kB
{
"release": "Gandalf 0.0.1",
"model_weights_sha256": "916370da013a428a8ed3e00791049d12b3b3fd5836969d8b0492bc5de372d5c8",
"all_rows_gate": {
"definition": {
"recall_at_least": 0.9,
"benign_false_positive_rate_at_most": 0.01,
"confidence": 0.95
},
"split": "gate_all",
"calibration_split": "calibration",
"passes": false,
"presets_passing": [],
"presets": [
{
"preset": "identity.hate",
"passes": false,
"thresholds": {
"action_threshold": 0.7420825064182281,
"review_threshold": 0.4827668070793152,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": null
},
"recall": {
"caught": 112,
"count": 141,
"rate": 0.7943262411347518,
"lower_bound": 0.7202325037685993
},
"false_positive_rate": {
"safe": {
"false_positives": 10,
"count": 879,
"rate": 0.011376564277588168,
"upper_bound": 0.020814502705574688
},
"sibling_unsafe": {
"false_positives": 7,
"count": 121,
"rate": 0.05785123966942149,
"upper_bound": 0.11461150735579681
},
"other_unsafe": {
"false_positives": 3,
"count": 774,
"rate": 0.003875968992248062,
"upper_bound": 0.011333435287649487
}
},
"auroc_vs": {
"safe": 0.9857107125279372,
"sibling_unsafe": 0.9548678272082527,
"other_unsafe": 0.9928253339930727
}
},
{
"preset": "solicitation.sensitive_info",
"passes": false,
"thresholds": {
"action_threshold": 0.1611337810754776,
"review_threshold": 0.1611337810754776,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": "review threshold reached the action threshold; the review band is empty"
},
"recall": {
"caught": 59,
"count": 99,
"rate": 0.5959595959595959,
"lower_bound": 0.4974671538075806
},
"false_positive_rate": {
"safe": {
"false_positives": 11,
"count": 885,
"rate": 0.012429378531073447,
"upper_bound": 0.022119095752575677
},
"sibling_unsafe": {
"false_positives": 0,
"count": 160,
"rate": 0.0,
"upper_bound": 0.023447036650032713
},
"other_unsafe": {
"false_positives": 3,
"count": 771,
"rate": 0.0038910505836575876,
"upper_bound": 0.011377286821326028
}
},
"auroc_vs": {
"safe": 0.9120812646236375,
"sibling_unsafe": 0.9159090909090909,
"other_unsafe": 0.925559092874268
}
},
{
"preset": "abuse.harassment",
"passes": false,
"thresholds": {
"action_threshold": 0.6766293048858643,
"review_threshold": 0.13853582739830017,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": null
},
"recall": {
"caught": 71,
"count": 148,
"rate": 0.4797297297297297,
"lower_bound": 0.40077634931400097
},
"false_positive_rate": {
"safe": {
"false_positives": 22,
"count": 885,
"rate": 0.024858757062146894,
"upper_bound": 0.03735199786654058
},
"sibling_unsafe": {
"false_positives": 19,
"count": 89,
"rate": 0.21348314606741572,
"upper_bound": 0.3095304123499324
},
"other_unsafe": {
"false_positives": 43,
"count": 793,
"rate": 0.05422446406052964,
"upper_bound": 0.07224370244508971
}
},
"auroc_vs": {
"safe": 0.8892579019697664,
"sibling_unsafe": 0.7250227755845733,
"other_unsafe": 0.8773729593401725
}
},
{
"preset": "abuse.threat",
"passes": false,
"thresholds": {
"action_threshold": 0.31466569006443024,
"review_threshold": 0.16331622004508972,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": null
},
"recall": {
"caught": 9,
"count": 15,
"rate": 0.6,
"lower_bound": 0.357464427565077
},
"false_positive_rate": {
"safe": {
"false_positives": 18,
"count": 885,
"rate": 0.020338983050847456,
"upper_bound": 0.03192080218200452
},
"sibling_unsafe": {
"false_positives": 104,
"count": 287,
"rate": 0.3623693379790941,
"upper_bound": 0.41946152671726716
},
"other_unsafe": {
"false_positives": 51,
"count": 728,
"rate": 0.07005494505494506,
"upper_bound": 0.09094152904389927
}
},
"auroc_vs": {
"safe": 0.8773634651600754,
"sibling_unsafe": 0.6471544715447154,
"other_unsafe": 0.8507326007326007
}
},
{
"preset": "identity.slur",
"passes": false,
"thresholds": {
"action_threshold": 0.6240185797214508,
"review_threshold": 0.20658144354820251,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": null
},
"recall": {
"caught": 112,
"count": 258,
"rate": 0.43410852713178294,
"lower_bound": 0.375032749729709
},
"false_positive_rate": {
"safe": {
"false_positives": 18,
"count": 885,
"rate": 0.020338983050847456,
"upper_bound": 0.03192080218200452
},
"sibling_unsafe": {
"false_positives": 4,
"count": 90,
"rate": 0.044444444444444446,
"upper_bound": 0.1087701467709492
},
"other_unsafe": {
"false_positives": 2,
"count": 682,
"rate": 0.002932551319648094,
"upper_bound": 0.010628980613888749
}
},
"auroc_vs": {
"safe": 0.8743397713835238,
"sibling_unsafe": 0.7653316106804479,
"other_unsafe": 0.9192070744958967
}
},
{
"preset": "abuse.personal_attack",
"passes": false,
"thresholds": {
"action_threshold": 0.5848842859268188,
"review_threshold": 0.16304577887058258,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": null
},
"recall": {
"caught": 39,
"count": 226,
"rate": 0.17256637168141592,
"lower_bound": 0.1288810871596181
},
"false_positive_rate": {
"safe": {
"false_positives": 20,
"count": 885,
"rate": 0.022598870056497175,
"upper_bound": 0.03464835611231098
},
"sibling_unsafe": {
"false_positives": 0,
"count": 11,
"rate": 0.0,
"upper_bound": 0.2588400172488141
},
"other_unsafe": {
"false_positives": 6,
"count": 793,
"rate": 0.007566204287515763,
"upper_bound": 0.0164083966003853
}
},
"auroc_vs": {
"safe": 0.7864556772161392,
"sibling_unsafe": 0.7936444086886565,
"other_unsafe": 0.8302458458413775
}
},
{
"preset": "violence.instruction",
"passes": false,
"thresholds": {
"action_threshold": 0.5611147284507751,
"review_threshold": 0.26542097330093384,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": null
},
"recall": {
"caught": 115,
"count": 175,
"rate": 0.6571428571428571,
"lower_bound": 0.584117708864417
},
"false_positive_rate": {
"safe": {
"false_positives": 25,
"count": 885,
"rate": 0.02824858757062147,
"upper_bound": 0.04136900694643936
},
"sibling_unsafe": {
"false_positives": 53,
"count": 413,
"rate": 0.12832929782082325,
"upper_bound": 0.1640445314883412
},
"other_unsafe": {
"false_positives": 5,
"count": 442,
"rate": 0.011312217194570135,
"upper_bound": 0.026204759836448127
}
},
"auroc_vs": {
"safe": 0.920639225181598,
"sibling_unsafe": 0.8439156001383604,
"other_unsafe": 0.9315319974143503
}
},
{
"preset": "weapons.illegal",
"passes": false,
"thresholds": {
"action_threshold": 0.11735279485583305,
"review_threshold": 0.11735279485583305,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": "review threshold reached the action threshold; the review band is empty"
},
"recall": {
"caught": 46,
"count": 62,
"rate": 0.7419354838709677,
"lower_bound": 0.621186360610032
},
"false_positive_rate": {
"safe": {
"false_positives": 10,
"count": 885,
"rate": 0.011299435028248588,
"upper_bound": 0.020674255542985034
},
"sibling_unsafe": {
"false_positives": 48,
"count": 521,
"rate": 0.09213051823416507,
"upper_bound": 0.12003856391347649
},
"other_unsafe": {
"false_positives": 3,
"count": 447,
"rate": 0.006711409395973154,
"upper_bound": 0.019544381284035284
}
},
"auroc_vs": {
"safe": 0.9664479679241844,
"sibling_unsafe": 0.9124821992446288,
"other_unsafe": 0.9743450963411994
}
},
{
"preset": "substances.illegal",
"passes": false,
"thresholds": {
"action_threshold": 0.26555532217025757,
"review_threshold": 0.12688001990318298,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": null
},
"recall": {
"caught": 92,
"count": 110,
"rate": 0.8363636363636363,
"lower_bound": 0.7561132241492788
},
"false_positive_rate": {
"safe": {
"false_positives": 20,
"count": 885,
"rate": 0.022598870056497175,
"upper_bound": 0.03464835611231098
},
"sibling_unsafe": {
"false_positives": 22,
"count": 433,
"rate": 0.050808314087759814,
"upper_bound": 0.07572784460622717
},
"other_unsafe": {
"false_positives": 7,
"count": 487,
"rate": 0.014373716632443531,
"upper_bound": 0.02936939336719413
}
},
"auroc_vs": {
"safe": 0.970919363122753,
"sibling_unsafe": 0.936972496325845,
"other_unsafe": 0.9811274967332462
}
},
{
"preset": "sexual.explicit",
"passes": false,
"thresholds": {
"action_threshold": 0.43256138265132904,
"review_threshold": 0.0004432754940353334,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": null
},
"recall": {
"caught": 69,
"count": 96,
"rate": 0.71875,
"lower_bound": 0.6217391618504083
},
"false_positive_rate": {
"safe": {
"false_positives": 8,
"count": 885,
"rate": 0.00903954802259887,
"upper_bound": 0.01773558559853817
},
"sibling_unsafe": {
"false_positives": 5,
"count": 198,
"rate": 0.025252525252525252,
"upper_bound": 0.05774318065312027
},
"other_unsafe": {
"false_positives": 4,
"count": 725,
"rate": 0.005517241379310344,
"upper_bound": 0.014099609248300076
}
},
"auroc_vs": {
"safe": 0.9306026365348399,
"sibling_unsafe": 0.9128787878787878,
"other_unsafe": 0.9520402298850574
}
},
{
"preset": "sexual.harassment",
"passes": false,
"thresholds": {
"action_threshold": 0.10330371931195259,
"review_threshold": 0.10330371931195259,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": "review threshold reached the action threshold; the review band is empty"
},
"recall": {
"caught": 51,
"count": 231,
"rate": 0.22077922077922077,
"lower_bound": 0.17210142724225444
},
"false_positive_rate": {
"safe": {
"false_positives": 8,
"count": 885,
"rate": 0.00903954802259887,
"upper_bound": 0.01773558559853817
},
"sibling_unsafe": {
"false_positives": 0,
"count": 73,
"rate": 0.0,
"upper_bound": 0.04999375338358389
},
"other_unsafe": {
"false_positives": 4,
"count": 715,
"rate": 0.005594405594405594,
"upper_bound": 0.014295563368790107
}
},
"auroc_vs": {
"safe": 0.7145840976349451,
"sibling_unsafe": 0.6670224752416534,
"other_unsafe": 0.816177761632307
}
},
{
"preset": "sexual.nonconsensual_imagery",
"passes": false,
"thresholds": {
"action_threshold": 0.11740976199507713,
"review_threshold": 0.11740976199507713,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": "review threshold reached the action threshold; the review band is empty"
},
"recall": {
"caught": 58,
"count": 205,
"rate": 0.28292682926829266,
"lower_bound": 0.2257000161883812
},
"false_positive_rate": {
"safe": {
"false_positives": 13,
"count": 885,
"rate": 0.014689265536723164,
"upper_bound": 0.024969364968836203
},
"sibling_unsafe": {
"false_positives": 0,
"count": 120,
"rate": 0.0,
"upper_bound": 0.031020271055929513
},
"other_unsafe": {
"false_positives": 0,
"count": 694,
"rate": 0.0,
"upper_bound": 0.005504974194716966
}
},
"auroc_vs": {
"safe": 0.7637205456800331,
"sibling_unsafe": 0.7705284552845528,
"other_unsafe": 0.8419976101778309
}
},
{
"preset": "self_harm.encouragement",
"passes": false,
"thresholds": {
"action_threshold": 0.054427845403552055,
"review_threshold": 0.054427845403552055,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": "review threshold reached the action threshold; the review band is empty"
},
"recall": {
"caught": 32,
"count": 38,
"rate": 0.8421052631578947,
"lower_bound": 0.6958287736272311
},
"false_positive_rate": {
"safe": {
"false_positives": 20,
"count": 885,
"rate": 0.022598870056497175,
"upper_bound": 0.03464835611231098
},
"sibling_unsafe": {
"false_positives": 0,
"count": 221,
"rate": 0.0,
"upper_bound": 0.01708580618533225
},
"other_unsafe": {
"false_positives": 5,
"count": 771,
"rate": 0.00648508430609598,
"upper_bound": 0.015090693018716931
}
},
"auroc_vs": {
"safe": 0.9418376449598572,
"sibling_unsafe": 0.9381995713265063,
"other_unsafe": 0.9586319885316403
}
},
{
"preset": "self_harm.method",
"passes": false,
"thresholds": {
"action_threshold": 0.10501522198319435,
"review_threshold": 0.10501522198319435,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": "review threshold reached the action threshold; the review band is empty"
},
"recall": {
"caught": 32,
"count": 38,
"rate": 0.8421052631578947,
"lower_bound": 0.6958287736272311
},
"false_positive_rate": {
"safe": {
"false_positives": 19,
"count": 885,
"rate": 0.021468926553672316,
"upper_bound": 0.03328778358200399
},
"sibling_unsafe": {
"false_positives": 0,
"count": 221,
"rate": 0.0,
"upper_bound": 0.01708580618533225
},
"other_unsafe": {
"false_positives": 3,
"count": 771,
"rate": 0.0038910505836575876,
"upper_bound": 0.011377286821326028
}
},
"auroc_vs": {
"safe": 0.9393993458221825,
"sibling_unsafe": 0.9539175994284353,
"other_unsafe": 0.9632739436138985
}
},
{
"preset": "self_harm.graphic",
"passes": false,
"thresholds": {
"action_threshold": 0.10335911437869072,
"review_threshold": 0.10335911437869072,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": "review threshold reached the action threshold; the review band is empty"
},
"recall": {
"caught": 32,
"count": 38,
"rate": 0.8421052631578947,
"lower_bound": 0.6958287736272311
},
"false_positive_rate": {
"safe": {
"false_positives": 9,
"count": 885,
"rate": 0.010169491525423728,
"upper_bound": 0.019213877852455794
},
"sibling_unsafe": {
"false_positives": 0,
"count": 221,
"rate": 0.0,
"upper_bound": 0.01708580618533225
},
"other_unsafe": {
"false_positives": 3,
"count": 771,
"rate": 0.0038910505836575876,
"upper_bound": 0.011377286821326028
}
},
"auroc_vs": {
"safe": 0.9381801962533453,
"sibling_unsafe": 0.9493927125506073,
"other_unsafe": 0.9579493480783671
}
},
{
"preset": "self_harm.eating_disorder",
"passes": false,
"thresholds": {
"action_threshold": 0.17654937505722046,
"review_threshold": 0.17654937505722046,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": "review threshold reached the action threshold; the review band is empty"
},
"recall": {
"caught": 18,
"count": 106,
"rate": 0.16981132075471697,
"lower_bound": 0.110198735828486
},
"false_positive_rate": {
"safe": {
"false_positives": 15,
"count": 885,
"rate": 0.01694915254237288,
"upper_bound": 0.027776013490446793
},
"sibling_unsafe": {
"false_positives": 0,
"count": 153,
"rate": 0.0,
"upper_bound": 0.0244935017240324
},
"other_unsafe": {
"false_positives": 2,
"count": 771,
"rate": 0.0025940337224383916,
"upper_bound": 0.009408610809403362
}
},
"auroc_vs": {
"safe": 0.6265216927832854,
"sibling_unsafe": 0.6220865704772475,
"other_unsafe": 0.6825612412206642
}
},
{
"preset": "fraud.deception",
"passes": false,
"thresholds": {
"action_threshold": 0.3355312645435333,
"review_threshold": 0.3355312645435333,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": "review threshold reached the action threshold; the review band is empty"
},
"recall": {
"caught": 14,
"count": 21,
"rate": 0.6666666666666666,
"lower_bound": 0.45373075657210293
},
"false_positive_rate": {
"safe": {
"false_positives": 17,
"count": 885,
"rate": 0.0192090395480226,
"upper_bound": 0.030546909615707128
},
"sibling_unsafe": {
"false_positives": 71,
"count": 496,
"rate": 0.1431451612903226,
"upper_bound": 0.17671314467435695
},
"other_unsafe": {
"false_positives": 6,
"count": 513,
"rate": 0.011695906432748537,
"upper_bound": 0.02527979655807884
}
},
"auroc_vs": {
"safe": 0.9232714554748453,
"sibling_unsafe": 0.8211405529953917,
"other_unsafe": 0.9337231968810916
}
},
{
"preset": "fraud.financial_solicitation",
"passes": false,
"thresholds": {
"action_threshold": 0.19238756597042084,
"review_threshold": 0.16374947130680084,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": null
},
"recall": {
"caught": 2,
"count": 14,
"rate": 0.14285714285714285,
"lower_bound": 0.040093073737921175
},
"false_positive_rate": {
"safe": {
"false_positives": 15,
"count": 885,
"rate": 0.01694915254237288,
"upper_bound": 0.027776013490446793
},
"sibling_unsafe": {
"false_positives": 24,
"count": 496,
"rate": 0.04838709677419355,
"upper_bound": 0.07098754667357766
},
"other_unsafe": {
"false_positives": 2,
"count": 520,
"rate": 0.0038461538461538464,
"upper_bound": 0.013914044143853842
}
},
"auroc_vs": {
"safe": 0.8067796610169492,
"sibling_unsafe": 0.6621543778801844,
"other_unsafe": 0.8744505494505495
}
},
{
"preset": "identity.impersonation",
"passes": false,
"thresholds": {
"action_threshold": 0.09971436113119125,
"review_threshold": 0.09971436113119125,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": "review threshold reached the action threshold; the review band is empty"
},
"recall": {
"caught": 0,
"count": 15,
"rate": 0.0,
"lower_bound": 0.0
},
"false_positive_rate": {
"safe": {
"false_positives": 10,
"count": 885,
"rate": 0.011299435028248588,
"upper_bound": 0.020674255542985034
},
"sibling_unsafe": {
"false_positives": 2,
"count": 154,
"rate": 0.012987012987012988,
"upper_bound": 0.04611149782084855
},
"other_unsafe": {
"false_positives": 4,
"count": 861,
"rate": 0.004645760743321719,
"upper_bound": 0.011884163267938112
}
},
"auroc_vs": {
"safe": 0.4903954802259887,
"sibling_unsafe": 0.5333333333333333,
"other_unsafe": 0.6277971351142083
}
},
{
"preset": "security.malware",
"passes": false,
"thresholds": {
"action_threshold": 0.1383366957306862,
"review_threshold": 0.1383366957306862,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": "review threshold reached the action threshold; the review band is empty"
},
"recall": {
"caught": 7,
"count": 8,
"rate": 0.875,
"lower_bound": 0.5291051942301386
},
"false_positive_rate": {
"safe": {
"false_positives": 8,
"count": 885,
"rate": 0.00903954802259887,
"upper_bound": 0.01773558559853817
},
"sibling_unsafe": {
"false_positives": 7,
"count": 23,
"rate": 0.30434782608695654,
"upper_bound": 0.5086612906057261
},
"other_unsafe": {
"false_positives": 41,
"count": 999,
"rate": 0.04104104104104104,
"upper_bound": 0.05520302182999091
}
},
"auroc_vs": {
"safe": 0.9923728813559322,
"sibling_unsafe": 0.8967391304347826,
"other_unsafe": 0.9751001001001001
}
},
{
"preset": "crime.facilitation",
"passes": false,
"thresholds": {
"action_threshold": 0.7706991136074066,
"review_threshold": 0.38170838356018066,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": null
},
"recall": {
"caught": 272,
"count": 508,
"rate": 0.5354330708661418,
"lower_bound": 0.49195822604350786
},
"false_positive_rate": {
"safe": {
"false_positives": 29,
"count": 885,
"rate": 0.0327683615819209,
"upper_bound": 0.046664742133047075
},
"sibling_unsafe": {
"false_positives": 12,
"count": 121,
"rate": 0.09917355371900827,
"upper_bound": 0.16537073890179066
},
"other_unsafe": {
"false_positives": 6,
"count": 401,
"rate": 0.014962593516209476,
"upper_bound": 0.03225539988401834
}
},
"auroc_vs": {
"safe": 0.9220739356732951,
"sibling_unsafe": 0.8421455066050628,
"other_unsafe": 0.9576845288353918
}
},
{
"preset": "ip.piracy",
"passes": false,
"thresholds": {
"action_threshold": 0.1751590594649315,
"review_threshold": 0.046332523226737976,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": null
},
"recall": {
"caught": 0,
"count": 16,
"rate": 0.0,
"lower_bound": 0.0
},
"false_positive_rate": {
"safe": {
"false_positives": 10,
"count": 885,
"rate": 0.011299435028248588,
"upper_bound": 0.020674255542985034
},
"sibling_unsafe": {
"false_positives": 0,
"count": 18,
"rate": 0.0,
"upper_bound": 0.1758845505823749
},
"other_unsafe": {
"false_positives": 31,
"count": 996,
"rate": 0.03112449799196787,
"upper_bound": 0.04383977742376964
}
},
"auroc_vs": {
"safe": 0.6040960451977401,
"sibling_unsafe": 0.28125,
"other_unsafe": 0.5664533132530121
}
},
{
"preset": "privacy.doxxing",
"passes": false,
"thresholds": {
"action_threshold": 0.15790241211652756,
"review_threshold": 0.15790241211652756,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": "review threshold reached the action threshold; the review band is empty"
},
"recall": {
"caught": 59,
"count": 114,
"rate": 0.5175438596491229,
"lower_bound": 0.4267487861701612
},
"false_positive_rate": {
"safe": {
"false_positives": 18,
"count": 885,
"rate": 0.020338983050847456,
"upper_bound": 0.03192080218200452
},
"sibling_unsafe": {
"false_positives": 0,
"count": 145,
"rate": 0.0,
"upper_bound": 0.02580998860533614
},
"other_unsafe": {
"false_positives": 2,
"count": 771,
"rate": 0.0025940337224383916,
"upper_bound": 0.009408610809403362
}
},
"auroc_vs": {
"safe": 0.8061552185548617,
"sibling_unsafe": 0.8352692075015125,
"other_unsafe": 0.8625275900516531
}
},
{
"preset": "extremism.promotion",
"passes": false,
"thresholds": {
"action_threshold": 0.4289531111717224,
"review_threshold": 0.40473344922065735,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": null
},
"recall": {
"caught": 191,
"count": 704,
"rate": 0.2713068181818182,
"lower_bound": 0.23976848576370147
},
"false_positive_rate": {
"safe": {
"false_positives": 16,
"count": 885,
"rate": 0.01807909604519774,
"upper_bound": 0.029165532886600988
},
"sibling_unsafe": {
"false_positives": 2,
"count": 70,
"rate": 0.02857142857142857,
"upper_bound": 0.09832443512391814
},
"other_unsafe": {
"false_positives": 7,
"count": 256,
"rate": 0.02734375,
"upper_bound": 0.055356383601243266
}
},
"auroc_vs": {
"safe": 0.7400343477144324,
"sibling_unsafe": 0.5946022727272727,
"other_unsafe": 0.7830422141335227
}
},
{
"preset": "profanity.strong",
"passes": false,
"thresholds": {
"action_threshold": 0.39609213173389435,
"review_threshold": 0.39609213173389435,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": "review threshold reached the action threshold; the review band is empty"
},
"recall": {
"caught": 58,
"count": 98,
"rate": 0.5918367346938775,
"lower_bound": 0.49285190219841635
},
"false_positive_rate": {
"safe": {
"false_positives": 17,
"count": 885,
"rate": 0.0192090395480226,
"upper_bound": 0.030546909615707128
},
"sibling_unsafe": {
"false_positives": 7,
"count": 250,
"rate": 0.028,
"upper_bound": 0.056658466945870976
},
"other_unsafe": {
"false_positives": 4,
"count": 682,
"rate": 0.005865102639296188,
"upper_bound": 0.014982713351166122
}
},
"auroc_vs": {
"safe": 0.8979591836734694,
"sibling_unsafe": 0.7991428571428572,
"other_unsafe": 0.9460919265066731
}
},
{
"preset": "advice.dangerous",
"passes": false,
"thresholds": {
"action_threshold": 0.4932190179824829,
"review_threshold": 0.4932190179824829,
"selection": "action: lowest calibration threshold within the benign limit; review: 95% calibration recall",
"note": "review threshold reached the action threshold; the review band is empty"
},
"recall": {
"caught": 4,
"count": 92,
"rate": 0.043478260869565216,
"lower_bound": 0.01703544061158062
},
"false_positive_rate": {
"safe": {
"false_positives": 11,
"count": 885,
"rate": 0.012429378531073447,
"upper_bound": 0.022119095752575677
},
"sibling_unsafe": {
"false_positives": 13,
"count": 140,
"rate": 0.09285714285714286,
"upper_bound": 0.1523918931775859
},
"other_unsafe": {
"false_positives": 23,
"count": 798,
"rate": 0.02882205513784461,
"upper_bound": 0.04287782694807783
}
},
"auroc_vs": {
"safe": 0.5252026529108327,
"sibling_unsafe": 0.35993788819875777,
"other_unsafe": 0.6061485234826196
}
}
]
},
"dynahate": {
"status": "external check on human-labelled DynaHate test rows; threshold frozen by the preset gate",
"test_sha256": "0eaa0bca8d509686c74ceb7fedc58a508a2614bd9509503d4b0c95afa8c7af7b",
"rows": 4118,
"threshold": 0.7420825064182281,
"recall_hate": {
"hits": 1507,
"count": 2267,
"rate": 0.6647551830613145,
"lower_bound": 0.6450578039324775,
"upper_bound": 0.6838951269985043
},
"flag_rate_nothate": {
"hits": 340,
"count": 1851,
"rate": 0.1836844948676391,
"lower_bound": 0.1667049324987952,
"upper_bound": 0.20197431213319922
},
"auroc_hate_vs_nothate": 0.8238435953145417
},
"limitations": [
"Source category tags are not all exact human policy judgements.",
"Teacher-filtered results are not independent teacher comparisons.",
"Generated diagnostic examples are not human acceptance evidence.",
"No physical-phone performance or deployment-compliance claim."
]
}