{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-28T11:19:11.797Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-globuslabs-scholarbert","repo":"globuslabs/ScholarBERT","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-28T10:57:59.672Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-28T10:57:59.672Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-globuslabs-scholarbert","owner":"globuslabs","name":"ScholarBERT","repo":"globuslabs/ScholarBERT","type":"llm","summary":"Model from Hugging Face for fill mask: globuslabs/ScholarBERT · transformers","cardDescription":"Predicts missing words within text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for filling in missing words in text.","confidence":"medium","task":"fill-mask","audience":null,"basis":"recorded-metadata","rules":["task:fill-mask"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"fill-mask"},{"field":"cardMetadata.pipelineTag","value":"fill-mask"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2842625013,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"globuslabs","sourceUrl":"https://huggingface.co/globuslabs/ScholarBERT","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","pytorch","safetensors","bert","fill-mask","science","multi-displinary","en","arxiv:2205.11342","license:apache-2.0","endpoints_compatible","region:us","llm"],"task":"fill-mask","modality":"text","framework":"transformers","formats":["gitattributes","md","json","png","safetensors","bin","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2205.11342"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/globuslabs/ScholarBERT","evalResults":[],"libraryName":"transformers","pipelineTag":"fill-mask","cardDataKeys":["language","license","tags"],"semanticText":"fill-mask transformers llm model en safetensors","semanticTerms":["fill-mask","transformers","llm","model","en","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1227},{"lfs":false,"path":"README.md","sizeBytes":1737},{"lfs":false,"path":"config.json","sizeBytes":735},{"lfs":false,"path":"corpus_pie_chart.png","sizeBytes":161312},{"lfs":true,"path":"model.safetensors","sizeBytes":1420609058},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":1420714411},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":112},{"lfs":false,"path":"tokenizer.json","sizeBytes":762975},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":300},{"lfs":false,"path":"vocab.txt","sizeBytes":373146}],"modelIndexNames":[]},"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":2842625013,"sizeKnown":true,"sizeLabel":"2.6 GB","sizeReason":"","declaredSizeBytes":2842625013,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":52,"stars":9,"citations":0,"updatedAt":"2026-09-24T22:34:00.064Z","createdAt":"2026-09-24T22:32:03.489Z","version":"hf-main","upstream":{"gated":false,"repoId":"globuslabs/ScholarBERT","private":false,"repoUrl":"https://huggingface.co/globuslabs/ScholarBERT","disabled":false,"provider":"huggingface","repoType":"model","revision":"4fc19b0131e611881ec86983ff535c5035e7be34","fetchedAt":"2026-09-24T22:32:03.487Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-09-24T22:34:00.064Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_74608ac3d4da88e56c9b89cdcbf0f76587c472211c018f359bac9201576a163d","artifactId":"hf-model-globuslabs-scholarbert","representationId":"rep-0f9734cd92e6f7e765aee32920e6d3807c29c456a6bb26bd0fd98e0dace4caca","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-0f9734cd92e6f7e765aee32920e6d3807c29c456a6bb26bd0fd98e0dace4caca","artifactId":"hf-model-globuslabs-scholarbert","format":"safetensors","source":{"provider":"huggingface","identity":"globuslabs/ScholarBERT","revision":"4fc19b0131e611881ec86983ff535c5035e7be34","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":735,"sha256":"sha256:4cf5c303c02e207f4bd090be306ace3edaef01cfbaf68d23a705b81c09f7efd2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4077050a23936c00b4f52fe69eed0f42cd87b2f2e30ff6b090c2e1f54de8d2be"},{"path":"model.safetensors","role":"weight","sizeBytes":1420609058,"sha256":"sha256:bda94e45c402dc275da221d46a173b697c8e2b4a108c52be5cba6781e51d54ec","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5981cb17ba88e95e6bb2560a368d0105c799cfc1aaccede3eb6a3d97c6eb1263"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":112,"sha256":"sha256:303df45a03609e4ead04bc3dc1536d0ab19b5358db685b6f3da123d05ec200e3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f56bf5450d66ea94a4802525aa9302a43cc4b32334042bdb14afb5115443c6fa"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":762975,"sha256":"sha256:3d5dc9b46ceab62892c951b3b9c7920a3b237a0d1aeb22f44bcd3bfc349205ad","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3b0ff6351c88ef9f54eb6304a0481a1205e13c0ce1c6d576adda82d38e3b84f9"},{"path":"tokenizer_config.json","role":"config","sizeBytes":300,"sha256":"sha256:abb1cea8fe5a9cac0c0cbb4c904b548b2a3cabe2bc7cea6847b0abba16fa8cdf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3427f4b712701536d945f668e1e2b9a6ae561aad40927f1512c5d6b408d5c700"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:bc635b1fe0d5dd3e622b331b197a96bcc61ec2033d2b452a312b7fd7b4ec5bf1","representationDigest":"sha256:1dd03c628cb5ee5f164cc3c8ea93ab0663188369035a443e3a7f87ca75d36e5a","evidenceSnapshotDigest":"sha256:528e59bb2dfefff0df22fe7a6e66a6da633b28aec0be3d0a2c7e24062b65f8cb","evaluatedAt":"2026-09-24T22:34:00.408Z","authorityVersion":"sha256:4539c4db595ab28ecda6de74d82e223a4614ac7d4f9aa3225849c430f76687e2","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":5,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":10,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T10:57:59.672Z","evidence_url":"/api/manifests/hf-model-globuslabs-scholarbert"}},"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."},"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"benchmarkEvidenceSummary":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"hostingStatus":"blocked","hosted":false,"fileCount":10,"publicDownloadableFileCount":0,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2842625013,"label":"2.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":52,"upstreamStars":9,"label":"52 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":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"globuslabs/ScholarBERT"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: globuslabs/ScholarBERT","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":10,"totalFiles":10},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-globuslabs-scholarbert/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"globuslabs/ScholarBERT"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T10:57:59.672Z","evidence_url":"/api/manifests/hf-model-globuslabs-scholarbert"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-globuslabs-scholarbert/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-globuslabs-scholarbert/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-globuslabs-scholarbert/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-globuslabs-scholarbert","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-globuslabs-scholarbert/agent-bundle","summary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"self-reported-unqualified","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"rating":{"count":0,"average":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"categoryAverages":{},"categoryCounts":{},"helpfulCount":0,"reportCount":0,"reportedReviews":0},"verifiedRuns":0,"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"globuslabs/ScholarBERT"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: globuslabs/ScholarBERT","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":10,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-globuslabs-scholarbert/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-globuslabs-scholarbert/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-globuslabs-scholarbert/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-globuslabs-scholarbert","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-globuslabs-scholarbert/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-globuslabs-scholarbert/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-globuslabs-scholarbert/distribution"},"supportedClaims":["globuslabs/ScholarBERT has 0 self-reported, unqualified Hugging Bay community reviews.","globuslabs/ScholarBERT has 0 self-reported run claims; none qualify verification during limited availability.","globuslabs/ScholarBERT has 0 self-reported benchmark or performance evidence items; none affect product decisions."],"claimBoundaries":["This endpoint is an unqualified evidence record. Its contents do not affect ranking, Finder, facts, request state, badges, cards, JSON-LD, or reputation.","Do not treat missing reviews as negative quality evidence.","Do not claim Hugging Bay hosts artifact files unless hosted/downloadable endpoints show hosted rows.","Do not infer safety, legality, or production readiness beyond the displayed license, trust, scan, and review evidence."]},"actions":{"readFullReviews":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-globuslabs-scholarbert/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-globuslabs-scholarbert/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-globuslabs-scholarbert"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-globuslabs-scholarbert/agent-bundle"}},"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."}}