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    "limitation": "SPRE scores provenance completeness. It does not assert criminal guilt. Advisory only. Author Aziel Eliab. Public CLCE is structural match (claims↔evidence + headings + verified-file). Token Jaccard is audit-only. Type D is a label, not a finding of malice. Advisory. Threshold 0.7 is not a truth verdict. PhysLing Review (PLR) flags physics-impossible or linguistically manipulative framing. Equal-weight physics × linguistics. Not a court finding. Poison immunity quarantines suspected shells. Status is hash-chained. Records are never silently deleted. Official narrative is not merged into evidence. Cover-Up Truth Formula v1/v2 scores ΔT / suppression / metadata shadows / backpull on archival papers. Ordinary filings use a documented subset. Not a truth verdict. Author Aziel Eliab. TRIAD_V3: public combined = triad_cycle_mean = mean of all ordered pairings factor_i × factor_j among applicable factors of {physics, linguistics, bayesian, truth_formula, CLCE, SPRE} (36 when all six apply, including diagonals). Also stored: geometric_mean_applicable = (Π applicable engines SPRE/CLCE/PLR)^(1/n). Named axis products: physics×linguistics, bayesian×truth_formula, CLCE×SPRE. Bayesian is LIKELIHOOD of internal consistency, unranked, never a shelf sort key. triad_raw freezes to content SHA-256 at first REVIEW_SCORE. Downloads verify bytes and do not mint a new mean. No collection offset. Display is round(combined × 100) and is never written back into combined."
  },
  "lattice_tip": {
    "schema": "aziel.lattice.anchor.v1",
    "kind": "aziel-corpus.recalibrate_v3",
    "carrier": "AzielTether",
    "author": "Aziel Eliab",
    "record_id": "AZDOC-CBC2E4F0FA16",
    "run_id": null,
    "media_kind": null,
    "vibe_digest": null,
    "library": "aziel",
    "content_sha256": "56592ef163bd0aedd6db992b16cb2f10ea010ea0d43509d0ad0dfab3806aa794",
    "structure": {
      "ok": true,
      "file_count": 1
    },
    "spre": {
      "pc": 0.71,
      "band": "strong",
      "limitation": "SPRE scores provenance completeness. It does not assert criminal guilt. Advisory only. Author Aziel Eliab.",
      "applicable": true
    },
    "clce": {
      "triple": 0,
      "pairwise_avg": 0.25,
      "advisory": true,
      "applicable": true
    },
    "plr": {
      "status": "PASS",
      "lights": {
        "units": "PASS",
        "conservation": "PASS",
        "causal": "PASS",
        "temporal": "PASS",
        "framing": "PASS"
      },
      "applicable": true
    },
    "triad": {
      "combined": 0.8609,
      "display": 86,
      "ready": true,
      "formula": "TRIAD_V3: public combined = triad_cycle_mean = mean of all ordered pairings factor_i × factor_j among applicable factors of {physics, linguistics, bayesian, truth_formula, CLCE, SPRE} (36 when all six apply, including diagonals). Also stored: geometric_mean_applicable = (Π applicable engines SPRE/CLCE/PLR)^(1/n). Named axis products: physics×linguistics, bayesian×truth_formula, CLCE×SPRE. Bayesian is LIKELIHOOD of internal consistency, unranked, never a shelf sort key. triad_raw freezes to content SHA-256 at first REVIEW_SCORE. Downloads verify bytes and do not mint a new mean. No collection offset. Display is round(combined × 100) and is never written back into combined."
    },
    "bayesian": {
      "posterior": 0.8571,
      "unranked": true,
      "note": "Unranked likelihood of internal consistency. Never used to sort the shelf. Not world accuracy."
    },
    "possibility": {
      "possibility": null,
      "kind": "HEURISTIC",
      "refuse": "PENDING_ANCHORS",
      "unranked": true,
      "not_truth": true
    },
    "quarantine": null,
    "zsolver": {
      "status": "not_applicable",
      "applicable": false,
      "seed_corpus": false,
      "baseline": false
    },
    "ledger_entry_hash": "f751cb56f92d3a82fd1ef089ec2e42c133b76bc8c4e19f4ed330030787c02ec9",
    "verified_utc": "2026-10-04T04:15:30.143Z",
    "note": "Public HTTPS site is not a mesh. AzielTether carries this tip. Survival interdependence with GodLock and other Aziel software is via downloadable tether + Worker bootstrap APIs."
  },
  "chain_tip": "6877668d19eb7476b0aaf2dd1cb2ce0f0fbdad534f8cd93d6ed517674723cd6f",
  "chain_sequence": 433,
  "body": "DOI: 10.5281/zenodo.21430752\nConcept DOI: 10.5281/zenodo.21430751\nPublication date: 2026-07-18\nChecksum: md5:40ed0ba62349883b4d78e5b75ef91815\nZenodo record id: 21430752\nABAD_Paper4_Confidence_Assessment_Addendum.pdf\n\nAziel Eliab\nABAD Framework\nABAD Framework, confidence assessment, methodology, reproducibility, structural decryption, heuristic evaluation\n10.5281/zenodo.21430752, zenodo:21430752, ABAD Framework, confidence assessment, methodology, reproducibility, structural decryption, heuristic evaluation, ABAD_Paper4_Confidence_Assessment_Addendum.pdf\n\nopensource\n(anonymous)\n(unspecified)\nReportLab PDF Library - (opensource)\n(unspecified)\n(anonymous)\nT/<VE;<dNkhSJV!m/@3Ia]n!&=8XjoSS%Elm5eGV@?u2b&$\"<@Ji>]FXYJUuRPu8bRs1,IPZ6`NT&M_`D1V-iI6A\\l\nGe&_%_%C:k8f1sMcG3/pSu\"+U2pbPEl4G7e_[GZB0OmN(5^oD'bB8gK@3pA\\j]WN(;ehqW#g$Y^g8pJpZ/,k[lVlOEeUZead[^\\PLOMt#1`=a^Id`[=*UCXp6cFC(9IFi^iE9sSR1V22;>7@0XlOH^U9$D'Qtt\nmk-;\\;Pe2C/$')!.*$q\"N6>\"H`FM.=tW3kj59(ea'gEtaL?Z(J-]SZ+\"7hcDkN%Xr]MZW[Mf<$fud#Ab#d36-b0hLiB^oL-<_G(_iVEVXZ391?Gl@9sZHBpr5bo(+356Pes`jGLR<^ehKf%..Ok>u`hR\"`f\n^7eBo<-[^ifTe/Lr\nGH/(Y5=;!<Q&3!W2mCH@#B:#AhNc@#m.:snIcS:tS`VEcA6_e*a9I4hECp5-1VFR!k4MTIXL!@l+*G\\fP<B\"R5=\n:b5nM5LXa4psT$l5'!08!rGfgKU[MT7HLXnn]21c]Oo8pP0P7Agn+k8mhE\"h.KkCTmt\n:2s\\q7>ml_aqFAU$9?A^=lNV3<(tM0gDb8/j[K32:WZ?g=%HnUPO97WrJ,+S<9?>87*TD84:F]NAs\"Zar(;P!PAB,P:#RG\"1sT@`+\"ModFFn+<#(k#Jb8\\Cl'`k#B/h=OmOeSV3h\nebWmhbQ4f\\jnhNoN@?.YZB*?>M_5.<T;\"AXk$**ea*KIK'Vnd/_?O#[>\"1Bdj5f`Vh7%<h'fWPr9p;(be7t7N2&(AeH0,ea&`H5RaplURG`V.AuS*?-e6Q-!=PiEp#=(o>lcu?so;u>N3fAPsar5kj^O0H<a;<ii4>@3V\\m@u6K^KYcTDr[e>,Z:5E2<<0D/U;ul-K3_>:E'8uC-%>UlXqcJq1(;IdBK,0mGD9tn&+hN8Y[S;/r95m+$$h%Od:l_Ztj\"ANj*SNXO+_S4mY;sk1IR_AJN@F@gC7]3cS.cZVoL.9H,:fRXoI?L1.Go?M@N5].\nW\\#`UVN>gQ?510nfe?;Rs4If!ceFUPc\n1e3R9!0mBF%Y&VN(C2RLOc.2J/L[;\\UG*GkdtX6+%<hM^eKg=2ikDkd3QRDB6*X\".o=XOkX\\^SXK.GI,@7V[a>d$jK@M,C,*H7fLiW*qF^mhFES_`cf*#n%YB@-VL%,VWFsD%f@F#nj_q\nq(n0$afB%h0:NtFD./f:O.LG%r9-WfX^]1?ffC(,PP4QAJdW9h<H?Bm\\CHK[@mfs3/>&PmZ%.K3S!,H<#>r/!LFDm.mWUGX`:03tH>tJ7d\\@&/0mS^op443^AT:AN`=lU.SXu/>]3S+XupBj-*\\'=K`oQZFH'\nDuKu\\@o_=~>endstream\nendobj\n11 0 obj\n<<\n/Filter [ /ASCII85Decode /FlateDecode ] /Length 457\n>>\nstream\nGar&:6#M</&A7Ul4jkAWL4ghm6nM<;>h\\`L$SUERChfH4o^uKO:\"r(%OM*_347\"Xll*0ZZ#Cq4+Min+aTPB!/P9j05Gc[XcM#AHS'T-`n@&g&sB%i&SlrPVdOqgq`&DHtr'D\nBTkh\"rN=`8q@bJiQ@29TW1dqYiS>FeUm\n':,pJc\\$esn,[0=5/<nTBG2dA2]8EjUGgE7/Gn97F](p>:'2TYroAbbR5*,%NI-2@er^^4c(447^qcf;[e5I!1CZ6?U%`nF-g!>^*7/h3k[(_G&9u-\"O#FNkC&9Q*XqOoUHige-4?_kJ'h>tua\nopensource",
  "author": "Aziel Eliab",
  "domain": "ABAD Framework",
  "subjects": "ABAD Framework, confidence assessment, methodology, reproducibility, structural decryption, heuristic evaluation",
  "keywords": "10.5281/zenodo.21430752, zenodo:21430752, ABAD Framework, confidence assessment, methodology, reproducibility, structural decryption, heuristic evaluation, ABAD_Paper4_Confidence_Assessment_Addendum.pdf"
}