{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2020:CZX77KWWZQ5WRCCOGMG5IJHJYM","short_pith_number":"pith:CZX77KWW","schema_version":"1.0","canonical_sha256":"166fffaad6cc3b68884e330dd424e9c3352530462286c293bdb92238aa68acb0","source":{"kind":"arxiv","id":"2007.12919","version":1},"attestation_state":"computed","paper":{"title":"Interpretabilit\\'e des mod\\`eles : \\'etat des lieux des m\\'ethodes et application \\`a l'assurance","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.LG","stat.AP"],"primary_cat":"stat.ML","authors_text":"Aliz\\'e Papp, Antoine Ly, Dimitri Delcaillau, Franck Vermet","submitted_at":"2020-07-25T12:18:07Z","abstract_excerpt":"Since May 2018, the General Data Protection Regulation (GDPR) has introduced new obligations to industries. By setting a legal framework, it notably imposes strong transparency on the use of personal data. Thus, people must be informed of the use of their data and must consent the usage of it. Data is the raw material of many models which today make it possible to increase the quality and performance of digital services. Transparency on the use of data also requires a good understanding of its use through different models. The use of models, even if efficient, must be accompanied by an underst"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2007.12919","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ML","submitted_at":"2020-07-25T12:18:07Z","cross_cats_sorted":["cs.LG","stat.AP"],"title_canon_sha256":"07114699dba9c4c2c2c14b885618e6fc3346be61a327f16aa835d592365f4797","abstract_canon_sha256":"5188d63f874c22a75604a0668a78ef5069957c07f6e2599241d4b5f2311e2663"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T01:22:05.022838Z","signature_b64":"NLq2Rw+B2ovJkDG/4K+bh1wpHwCI6zN3xQNUHWTv8NpIOAC6w2Eu9/OFehoxR9DfnJFpRnShW6kFet9/HewlAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"166fffaad6cc3b68884e330dd424e9c3352530462286c293bdb92238aa68acb0","last_reissued_at":"2026-07-05T01:22:05.022467Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T01:22:05.022467Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Interpretabilit\\'e des mod\\`eles : \\'etat des lieux des m\\'ethodes et application \\`a l'assurance","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.LG","stat.AP"],"primary_cat":"stat.ML","authors_text":"Aliz\\'e Papp, Antoine Ly, Dimitri Delcaillau, Franck Vermet","submitted_at":"2020-07-25T12:18:07Z","abstract_excerpt":"Since May 2018, the General Data Protection Regulation (GDPR) has introduced new obligations to industries. By setting a legal framework, it notably imposes strong transparency on the use of personal data. Thus, people must be informed of the use of their data and must consent the usage of it. Data is the raw material of many models which today make it possible to increase the quality and performance of digital services. Transparency on the use of data also requires a good understanding of its use through different models. The use of models, even if efficient, must be accompanied by an underst"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2007.12919","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2007.12919/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2007.12919","created_at":"2026-07-05T01:22:05.022523+00:00"},{"alias_kind":"arxiv_version","alias_value":"2007.12919v1","created_at":"2026-07-05T01:22:05.022523+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2007.12919","created_at":"2026-07-05T01:22:05.022523+00:00"},{"alias_kind":"pith_short_12","alias_value":"CZX77KWWZQ5W","created_at":"2026-07-05T01:22:05.022523+00:00"},{"alias_kind":"pith_short_16","alias_value":"CZX77KWWZQ5WRCCO","created_at":"2026-07-05T01:22:05.022523+00:00"},{"alias_kind":"pith_short_8","alias_value":"CZX77KWW","created_at":"2026-07-05T01:22:05.022523+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/CZX77KWWZQ5WRCCOGMG5IJHJYM","json":"https://pith.science/pith/CZX77KWWZQ5WRCCOGMG5IJHJYM.json","graph_json":"https://pith.science/api/pith-number/CZX77KWWZQ5WRCCOGMG5IJHJYM/graph.json","events_json":"https://pith.science/api/pith-number/CZX77KWWZQ5WRCCOGMG5IJHJYM/events.json","paper":"https://pith.science/paper/CZX77KWW"},"agent_actions":{"view_html":"https://pith.science/pith/CZX77KWWZQ5WRCCOGMG5IJHJYM","download_json":"https://pith.science/pith/CZX77KWWZQ5WRCCOGMG5IJHJYM.json","view_paper":"https://pith.science/paper/CZX77KWW","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2007.12919&json=true","fetch_graph":"https://pith.science/api/pith-number/CZX77KWWZQ5WRCCOGMG5IJHJYM/graph.json","fetch_events":"https://pith.science/api/pith-number/CZX77KWWZQ5WRCCOGMG5IJHJYM/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/CZX77KWWZQ5WRCCOGMG5IJHJYM/action/timestamp_anchor","attest_storage":"https://pith.science/pith/CZX77KWWZQ5WRCCOGMG5IJHJYM/action/storage_attestation","attest_author":"https://pith.science/pith/CZX77KWWZQ5WRCCOGMG5IJHJYM/action/author_attestation","sign_citation":"https://pith.science/pith/CZX77KWWZQ5WRCCOGMG5IJHJYM/action/citation_signature","submit_replication":"https://pith.science/pith/CZX77KWWZQ5WRCCOGMG5IJHJYM/action/replication_record"}},"created_at":"2026-07-05T01:22:05.022523+00:00","updated_at":"2026-07-05T01:22:05.022523+00:00"}