{"schemaVersion":"hugging-bay.artifact-distribution.v1","downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T09:32:27.346Z","serveEvaluationId":"serve-6eabe0e30a6f3716d5db36382efdd908b5de34fed78fdb1181020a8eddf8aa75","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":438222894,"readinessCheckedAt":"2026-10-29T09:32:27.573Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T09:32:27.346Z","serveEvaluationId":"serve-6eabe0e30a6f3716d5db36382efdd908b5de34fed78fdb1181020a8eddf8aa75","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":438222894,"readinessCheckedAt":"2026-10-29T09:32:27.346Z","readinessSource":"file-check","degraded":false,"stale":false},"generatedAt":"2026-10-29T09:32:27.588Z","baseUrl":"https://huggingbay.xyz","artifact":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T09:32:27.346Z","serveEvaluationId":"serve-6eabe0e30a6f3716d5db36382efdd908b5de34fed78fdb1181020a8eddf8aa75","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":438222894,"readinessCheckedAt":"2026-10-29T09:32:27.573Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T09:32:27.346Z","serveEvaluationId":"serve-6eabe0e30a6f3716d5db36382efdd908b5de34fed78fdb1181020a8eddf8aa75","readiness":"ready","downloadReady":true,"hostedFileCount":5,"mirroredBytes":438222894,"readinessCheckedAt":"2026-10-29T09:32:27.346Z","readinessSource":"file-check","degraded":false,"stale":false},"id":"hf-model-followsci-bert-ai-text-detector","owner":"followsci","name":"bert-ai-text-detector","repo":"followsci/bert-ai-text-detector","type":"llm","summary":"Model from Hugging Face for text classification: followsci/bert-ai-text-detector · unknown","cardDescription":"Sorts text into categories.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for sorting text into categories.","confidence":"medium","task":"text-classification","audience":null,"basis":"recorded-metadata","rules":["task:text-classification"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":438234159,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"followsci","sourceUrl":"https://huggingface.co/followsci/bert-ai-text-detector","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","safetensors","bert","text-classification","ai-detection","academic-text","ai-generated-text-detection","en","base_model:google-bert/bert-base-uncased","base_model:finetune:google-bert/bert-base-uncased","license:mit","model-index","region:us","unknown","llm","accuracy","f1","bert-ai-text-detector"],"task":"text-classification","modality":"text","framework":"unknown","formats":["gitattributes","md","json","safetensors","bin","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":["accuracy","f1"],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/followsci/bert-ai-text-detector","evalResults":[{"task":"AI-Generated Text Detection","score":"0.9957","metric":"accuracy","verified":false,"benchmark":"Custom Academic Text Dataset"},{"task":"AI-Generated Text Detection","score":"0.9958","metric":"f1","verified":false,"benchmark":"Custom Academic Text Dataset"},{"task":"AI-Generated Text Detection","score":"0.9923","metric":"precision","verified":false,"benchmark":"Custom Academic Text Dataset"},{"task":"AI-Generated Text Detection","score":"0.9994","metric":"recall","verified":false,"benchmark":"Custom Academic Text Dataset"}],"libraryName":"unknown","pipelineTag":"text-classification","cardDataKeys":["base_model","language","license","metrics","model-index","pipeline_tag","tags"],"semanticText":"text-classification unknown llm model en accuracy f1 bert-ai-text-detector safetensors","semanticTerms":["text-classification","unknown","llm","model","en","accuracy","f1","bert-ai-text-detector","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":54},{"lfs":false,"path":"README.md","sizeBytes":5907},{"lfs":false,"path":"config.json","sizeBytes":754},{"lfs":true,"path":"model.safetensors","sizeBytes":437958648},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":132},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1330},{"lfs":true,"path":"training_args.bin","sizeBytes":5304},{"lfs":false,"path":"vocab.txt","sizeBytes":262030}],"modelIndexNames":["bert-ai-text-detector"]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":438234159,"sizeKnown":true,"sizeLabel":"417.9 MB","sizeReason":"","declaredSizeBytes":438234159,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":966,"stars":6,"citations":0,"updatedAt":"2026-09-22T14:04:14.256Z","createdAt":"2026-06-30T02:15:40.977Z","version":"hf-main","upstream":{"gated":false,"repoId":"followsci/bert-ai-text-detector","private":false,"repoUrl":"https://huggingface.co/followsci/bert-ai-text-detector","disabled":false,"provider":"huggingface","repoType":"model","revision":"dc41bbaff401c56d325f8466d9f8544287669aa1","fetchedAt":"2026-09-22T14:03:17.309Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T14:04:14.256Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":5,"mirroredBytes":438222894,"mirroredFiles":5,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true,"serveAuthority":"live-serve-decision","bytesOnStorage":true},"mirrorCompletion":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_798715d7a6493f3e6b089f15fae46ed6ed10dd3b979417f577aba2a7e6c85a71","artifactId":"hf-model-followsci-bert-ai-text-detector","representationId":"rep-e85986dba3c41cf1be9b71a911149d4e6795c23db7e64e39f72a6b2ebd5a448d","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e85986dba3c41cf1be9b71a911149d4e6795c23db7e64e39f72a6b2ebd5a448d","artifactId":"hf-model-followsci-bert-ai-text-detector","format":"safetensors","source":{"provider":"huggingface","identity":"followsci/bert-ai-text-detector","revision":"dc41bbaff401c56d325f8466d9f8544287669aa1","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":754,"sha256":"sha256:a4cfa12f5506df46686b059616b7dcbd96c87e27f59c20982fc0829e1a78f2af","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:45b16911b438e68890095d2c2bc07216b6f2f124a40a75680659581da96c5cd4"},{"path":"model.safetensors","role":"weight","sizeBytes":437958648,"sha256":"sha256:8a8bf8c7ac57d77e4751ab4917cbbda0806af34f993ae416a40015ffb9a02d01","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e8db5d8a1e1cf187ce2fd2419ea8c1182db0441b792fb5e991250125287eb6f8"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":132,"sha256":"sha256:3c3507f36dff57bce437223db3b3081d1e2b52ec3e56ee55438193ecb2c94dd6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:885b2643c23f62cfbe1b366ad7fae01a7981c022a61d05b460ecbf9c5332382e"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1330,"sha256":"sha256:a5c2e5a7b1a29a0702cd28c08a399b5ecc110c263009d17f7e3b415f25905fd8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b0e2b561ffea29b0412d0b1465ca3ae9cccd3708ba31fcbc9c8381cc04d56fe8"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":262030,"sha256":"sha256:b49e80874c5efbc7f4cde245a812673b05ef1360ced56b8bc8c750eaeef3fe0f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d8695367da3d4a31f19eef6d0d833134639a7450957f5f8a14f2fe77b46cf4ec"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:2a2ccf307aa897c6c6e3b7eaae63aeccc00f64cc3269154ed4c11ce7e1112d55","representationDigest":"sha256:8ca7b799a91625300553f852707a16f9a0dc9ffd1252826c0be19be0fb1d0cef","evidenceSnapshotDigest":"sha256:3ec7d9633cac9060c644f568569c8523676ecff04aca98ac6807a075ed33e59e","evaluatedAt":"2026-09-22T14:04:14.748Z","authorityVersion":"sha256:9b2d16d5a9c19c53766149160df9a13b7bd898cf14e172842d66e824c1dc3fc2","invalidatedBy":null,"manifestFinal":true,"downloadable":false,"hosted":true,"hostedFiles":5,"serveAuthority":"live-serve-decision","individuallyHashedFiles":5,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":5,"strictlyDownloadableFiles":5,"strictlyDownloadableHashedFiles":5,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":8,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-29T09:32:27.573Z","evidence_url":"/api/manifests/hf-model-followsci-bert-ai-text-detector"},"lastKnownAnswer":"Ready to download"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":8,"publicDownloadableFileCount":5,"externalFileCount":8,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":438234159,"label":"417.9 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":966,"upstreamStars":6,"label":"966 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"followsci/bert-ai-text-detector"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/8 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: followsci/bert-ai-text-detector","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":5,"externalFiles":3,"totalFiles":8},"action":{"id":"download","label":"Download exact selected bytes","detail":"The selected immutable representation is byte-complete; runtime compatibility is not established.","href":"/api/v1/artifacts/hf-model-followsci-bert-ai-text-detector/download-plan"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":54,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":5907,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"config.json","sizeBytes":754,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"model.safetensors","sizeBytes":437958648,"format":"safetensors","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"special_tokens_map.json","sizeBytes":132,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"followsci/bert-ai-text-detector"}},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T09:32:27.573Z","evidence_url":"/api/manifests/hf-model-followsci-bert-ai-text-detector"}},"policy":{"verifiedHostedFirst":true,"peerFallbacksRequireReview":true,"licenseMirrorAllowed":true,"noGatedPrivateBypass":true,"noUnreviewedMagnetPublication":true,"note":"Hugging Bay is a verified catalog and selective mirror. Peer-assisted fallback metadata is accepted only for review and is published only after source, license, provenance, and safety checks."},"hostedDownloads":{"status":"hosted","hosted":true,"hostedFiles":5,"readiness":"ready","downloadReady":true,"degraded":false,"stale":false,"serveDecision":{"state":"READY","authority":"live-serve-decision"},"filesUrl":"https://huggingbay.xyz/api/artifacts/hf-model-followsci-bert-ai-text-detector/files?limit=100","downloadableFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-followsci-bert-ai-text-detector&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-followsci-bert-ai-text-detector","torrentUrl":null,"magnetUri":null,"torrent":{"status":"unavailable","torrentUrl":null,"magnetUri":null,"reason":"fresh_torrent_generation_unavailable"},"reviewedPeerFallbackReady":true,"reviewedPeerFallbackFiles":0,"reviewedPeerFallbackCount":0,"peerFallbackReadinessUrl":"https://huggingbay.xyz/api/artifacts/hf-model-followsci-bert-ai-text-detector/distribution","rows":[{"artifactId":"hf-model-followsci-bert-ai-text-detector","visibility":"public","owner":"followsci","name":"bert-ai-text-detector","repo":"followsci/bert-ai-text-detector","type":"llm","task":"text-classification","modality":"text","tags":["huggingface-import","external-catalog","model","mit","safetensors","bert","text-classification","ai-detection","academic-text","ai-generated-text-detection","en","base_model:google-bert/bert-base-uncased","base_model:finetune:google-bert/bert-base-uncased","license:mit","model-index","region:us","unknown","llm","accuracy","f1","bert-ai-text-detector"],"license":"mit","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text classification: followsci/bert-ai-text-detector · unknown","baseModel":null,"downloadCount":966,"filePath":"config.json","format":"json","risk":"low","sizeBytes":754,"storageSizeBytes":754,"sha256":"a4cfa12f5506df46686b059616b7dcbd96c87e27f59c20982fc0829e1a78f2af","byteVerifiedAt":"2026-09-22T14:04:09.871Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-followsci-bert-ai-text-detector/config.json","manifestUrl":"/api/manifests/hf-model-followsci-bert-ai-text-detector","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T14:04:49.249Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T09:32:27.346Z","serveEvaluationId":"serve-6eabe0e30a6f3716d5db36382efdd908b5de34fed78fdb1181020a8eddf8aa75","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":754,"readinessCheckedAt":"2026-10-29T09:32:27.573Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T09:32:27.346Z","serveEvaluationId":"serve-6eabe0e30a6f3716d5db36382efdd908b5de34fed78fdb1181020a8eddf8aa75","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":754,"readinessCheckedAt":"2026-10-29T09:32:27.346Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T09:32:27.573Z","evidence_url":"/api/manifests/hf-model-followsci-bert-ai-text-detector"},"signature_state":"signed"},{"artifactId":"hf-model-followsci-bert-ai-text-detector","visibility":"public","owner":"followsci","name":"bert-ai-text-detector","repo":"followsci/bert-ai-text-detector","type":"llm","task":"text-classification","modality":"text","tags":["huggingface-import","external-catalog","model","mit","safetensors","bert","text-classification","ai-detection","academic-text","ai-generated-text-detection","en","base_model:google-bert/bert-base-uncased","base_model:finetune:google-bert/bert-base-uncased","license:mit","model-index","region:us","unknown","llm","accuracy","f1","bert-ai-text-detector"],"license":"mit","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text classification: followsci/bert-ai-text-detector · unknown","baseModel":null,"downloadCount":966,"filePath":"model.safetensors","format":"safetensors","risk":"low","sizeBytes":437958648,"storageSizeBytes":437958648,"sha256":"8a8bf8c7ac57d77e4751ab4917cbbda0806af34f993ae416a40015ffb9a02d01","byteVerifiedAt":"2026-09-22T14:04:13.696Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-followsci-bert-ai-text-detector/model.safetensors","manifestUrl":"/api/manifests/hf-model-followsci-bert-ai-text-detector","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T14:04:49.249Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T09:32:27.346Z","serveEvaluationId":"serve-6eabe0e30a6f3716d5db36382efdd908b5de34fed78fdb1181020a8eddf8aa75","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":437958648,"readinessCheckedAt":"2026-10-29T09:32:27.573Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T09:32:27.346Z","serveEvaluationId":"serve-6eabe0e30a6f3716d5db36382efdd908b5de34fed78fdb1181020a8eddf8aa75","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":437958648,"readinessCheckedAt":"2026-10-29T09:32:27.346Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T09:32:27.573Z","evidence_url":"/api/manifests/hf-model-followsci-bert-ai-text-detector"},"signature_state":"signed"},{"artifactId":"hf-model-followsci-bert-ai-text-detector","visibility":"public","owner":"followsci","name":"bert-ai-text-detector","repo":"followsci/bert-ai-text-detector","type":"llm","task":"text-classification","modality":"text","tags":["huggingface-import","external-catalog","model","mit","safetensors","bert","text-classification","ai-detection","academic-text","ai-generated-text-detection","en","base_model:google-bert/bert-base-uncased","base_model:finetune:google-bert/bert-base-uncased","license:mit","model-index","region:us","unknown","llm","accuracy","f1","bert-ai-text-detector"],"license":"mit","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text classification: followsci/bert-ai-text-detector · unknown","baseModel":null,"downloadCount":966,"filePath":"special_tokens_map.json","format":"json","risk":"low","sizeBytes":132,"storageSizeBytes":132,"sha256":"3c3507f36dff57bce437223db3b3081d1e2b52ec3e56ee55438193ecb2c94dd6","byteVerifiedAt":"2026-09-22T14:04:13.790Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-followsci-bert-ai-text-detector/special_tokens_map.json","manifestUrl":"/api/manifests/hf-model-followsci-bert-ai-text-detector","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T14:04:49.249Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T09:32:27.346Z","serveEvaluationId":"serve-6eabe0e30a6f3716d5db36382efdd908b5de34fed78fdb1181020a8eddf8aa75","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":132,"readinessCheckedAt":"2026-10-29T09:32:27.573Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T09:32:27.346Z","serveEvaluationId":"serve-6eabe0e30a6f3716d5db36382efdd908b5de34fed78fdb1181020a8eddf8aa75","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":132,"readinessCheckedAt":"2026-10-29T09:32:27.346Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T09:32:27.573Z","evidence_url":"/api/manifests/hf-model-followsci-bert-ai-text-detector"},"signature_state":"signed"},{"artifactId":"hf-model-followsci-bert-ai-text-detector","visibility":"public","owner":"followsci","name":"bert-ai-text-detector","repo":"followsci/bert-ai-text-detector","type":"llm","task":"text-classification","modality":"text","tags":["huggingface-import","external-catalog","model","mit","safetensors","bert","text-classification","ai-detection","academic-text","ai-generated-text-detection","en","base_model:google-bert/bert-base-uncased","base_model:finetune:google-bert/bert-base-uncased","license:mit","model-index","region:us","unknown","llm","accuracy","f1","bert-ai-text-detector"],"license":"mit","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text classification: followsci/bert-ai-text-detector · unknown","baseModel":null,"downloadCount":966,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":1330,"storageSizeBytes":1330,"sha256":"a5c2e5a7b1a29a0702cd28c08a399b5ecc110c263009d17f7e3b415f25905fd8","byteVerifiedAt":"2026-09-22T14:04:13.905Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-followsci-bert-ai-text-detector/tokenizer_config.json","manifestUrl":"/api/manifests/hf-model-followsci-bert-ai-text-detector","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T14:04:49.249Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T09:32:27.346Z","serveEvaluationId":"serve-6eabe0e30a6f3716d5db36382efdd908b5de34fed78fdb1181020a8eddf8aa75","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1330,"readinessCheckedAt":"2026-10-29T09:32:27.573Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T09:32:27.346Z","serveEvaluationId":"serve-6eabe0e30a6f3716d5db36382efdd908b5de34fed78fdb1181020a8eddf8aa75","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1330,"readinessCheckedAt":"2026-10-29T09:32:27.346Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T09:32:27.573Z","evidence_url":"/api/manifests/hf-model-followsci-bert-ai-text-detector"},"signature_state":"signed"},{"artifactId":"hf-model-followsci-bert-ai-text-detector","visibility":"public","owner":"followsci","name":"bert-ai-text-detector","repo":"followsci/bert-ai-text-detector","type":"llm","task":"text-classification","modality":"text","tags":["huggingface-import","external-catalog","model","mit","safetensors","bert","text-classification","ai-detection","academic-text","ai-generated-text-detection","en","base_model:google-bert/bert-base-uncased","base_model:finetune:google-bert/bert-base-uncased","license:mit","model-index","region:us","unknown","llm","accuracy","f1","bert-ai-text-detector"],"license":"mit","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text classification: followsci/bert-ai-text-detector · unknown","baseModel":null,"downloadCount":966,"filePath":"vocab.txt","format":"txt","risk":"low","sizeBytes":262030,"storageSizeBytes":262030,"sha256":"b49e80874c5efbc7f4cde245a812673b05ef1360ced56b8bc8c750eaeef3fe0f","byteVerifiedAt":"2026-09-22T14:04:13.982Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-followsci-bert-ai-text-detector/vocab.txt","manifestUrl":"/api/manifests/hf-model-followsci-bert-ai-text-detector","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-22T14:04:49.249Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T09:32:27.346Z","serveEvaluationId":"serve-6eabe0e30a6f3716d5db36382efdd908b5de34fed78fdb1181020a8eddf8aa75","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":262030,"readinessCheckedAt":"2026-10-29T09:32:27.573Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T09:32:27.346Z","serveEvaluationId":"serve-6eabe0e30a6f3716d5db36382efdd908b5de34fed78fdb1181020a8eddf8aa75","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":262030,"readinessCheckedAt":"2026-10-29T09:32:27.346Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T09:32:27.573Z","evidence_url":"/api/manifests/hf-model-followsci-bert-ai-text-detector"},"signature_state":"signed"}]},"upstream":{"provider":"huggingface","repoId":"followsci/bert-ai-text-detector","repoUrl":"https://huggingface.co/followsci/bert-ai-text-detector","externalMetadataOnly":false},"decentralizedFallbacks":{"protocol":"bittorrent-magnet-metadata","verifiedCount":0,"pendingReviewCount":0,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-followsci-bert-ai-text-detector/decentralized-fallbacks","reviewQueueUrl":"https://huggingbay.xyz/api/artifacts/hf-model-followsci-bert-ai-text-detector/distribution","verified":[],"pendingReview":[],"readiness":{"status":"ready-for-reviewed-fallback","ready":true,"reviewRequired":true,"publishActualMagnetOnlyAfterReview":true,"protocol":"bittorrent-magnet-metadata","torrentName":"followsci-bert-ai-text-detector","licenseAllowed":true,"sameAsUpstreamRequired":true,"sourceUrl":"https://huggingface.co/followsci/bert-ai-text-detector","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-followsci-bert-ai-text-detector","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-followsci-bert-ai-text-detector/distribution","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-followsci-bert-ai-text-detector","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-followsci-bert-ai-text-detector/download-plan","requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-followsci-bert-ai-text-detector/decentralized-fallbacks","manifestDigest":"sha256:200b51e070909f69982731942f6f9ad0791b4c42989d1813993f26fc685a4971","fileCount":5,"totalBytes":438222894,"files":[{"path":"","sizeBytes":754,"sha256":"a4cfa12f5506df46686b059616b7dcbd96c87e27f59c20982fc0829e1a78f2af","downloadUrl":"/api/downloads/hf-model-followsci-bert-ai-text-detector/config.json"},{"path":"","sizeBytes":437958648,"sha256":"8a8bf8c7ac57d77e4751ab4917cbbda0806af34f993ae416a40015ffb9a02d01","downloadUrl":"/api/downloads/hf-model-followsci-bert-ai-text-detector/model.safetensors"},{"path":"","sizeBytes":132,"sha256":"3c3507f36dff57bce437223db3b3081d1e2b52ec3e56ee55438193ecb2c94dd6","downloadUrl":"/api/downloads/hf-model-followsci-bert-ai-text-detector/special_tokens_map.json"},{"path":"","sizeBytes":1330,"sha256":"a5c2e5a7b1a29a0702cd28c08a399b5ecc110c263009d17f7e3b415f25905fd8","downloadUrl":"/api/downloads/hf-model-followsci-bert-ai-text-detector/tokenizer_config.json"},{"path":"","sizeBytes":262030,"sha256":"b49e80874c5efbc7f4cde245a812673b05ef1360ced56b8bc8c750eaeef3fe0f","downloadUrl":"/api/downloads/hf-model-followsci-bert-ai-text-detector/vocab.txt"}],"blockers":[],"requiredEvidence":["magnet URI with btih info hash","source URL proving the torrent maps to this public upstream release","SHA-256 or signed manifest evidence for each hosted file","reviewer note confirming license, provenance, scan, and same-as-upstream checks"],"guidance":"This hosted artifact has enough signed hash/provenance metadata for a reviewed torrent or magnet fallback request; submit the magnet for review before publication."}},"recommendedFlow":["Prefer hostedDownloads rows and verify SHA-256/manifest before runtime use.","If a legitimate torrent/magnet already exists for this open artifact, submit it to decentralizedFallbacks.requestUrl for review.","Do not use Hugging Bay to bypass gated, private, removed, or unknown-license sources."],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-followsci-bert-ai-text-detector/distribution","submitFallback":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-followsci-bert-ai-text-detector/decentralized-fallbacks","body":{"magnetUri":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs.","sourceUrl":"https://huggingface.co/followsci/bert-ai-text-detector","useCase":"community resilience fallback"}},"requestHostedMirror":null},"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":5,"peerFallbacks":{"schemaVersion":"hugging-bay.peer-fallbacks.v1","generatedAt":"2026-10-29T09:32:27.590Z","baseUrl":"https://huggingbay.xyz","artifact":{"id":"hf-model-followsci-bert-ai-text-detector","repo":"followsci/bert-ai-text-detector","owner":"followsci","name":"bert-ai-text-detector","type":"llm","license":"mit","hostingStatus":"hosted","sourceUrl":"https://huggingface.co/followsci/bert-ai-text-detector"},"policy":{"reviewRequired":true,"noUnreviewedMagnetPublication":true,"noGatedPrivateBypass":true,"hostedHashVerificationRequired":true,"directTorrentGeneration":false,"note":"Hosted torrents are generated only from the exact serving-eligibility authority with full-byte verification. Third-party peer-fallback metadata remains separately review-gated and unreviewed magnets are never published."},"summary":{"hostedFiles":5,"filesWithReviewedFallbacks":0,"reviewedFileFallbacks":0,"reviewedArtifactFallbacks":0,"reviewedFallbacks":0,"reviewedTorrentSources":0,"pendingReviewRequests":0,"ready":false},"readiness":{"state":"unknown","completeRunnable":false,"verified":false,"runReady":false,"reason":"recorded-evaluator-not-integrated"},"verifiedFallbacks":[],"files":[],"pendingReview":[],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-followsci-bert-ai-text-detector/peer-fallbacks","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-followsci-bert-ai-text-detector/distribution","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-followsci-bert-ai-text-detector/download-plan","hostedDownloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-followsci-bert-ai-text-detector&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-followsci-bert-ai-text-detector","generatedTorrentUrl":null,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-followsci-bert-ai-text-detector/decentralized-fallbacks","artifactUrl":"https://huggingbay.xyz/artifact/hf-model-followsci-bert-ai-text-detector","releaseUrl":"https://huggingbay.xyz/releases/hf-model-followsci-bert-ai-text-detector"},"commands":[],"guidance":["Inspect hosted file hashes separately; they do not establish bundle completeness or runtime readiness.","Peer fallback metadata is informational and does not establish a verified or runnable bundle.","Submit legitimate open-artifact magnet metadata through actions.requestUrl; unreviewed submissions remain hidden."]},"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs.","downloadable":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T09:32:27.573Z","evidence_url":"/api/manifests/hf-model-followsci-bert-ai-text-detector"}}