{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:6BR6PRD7LMMY4JDUUKG6PAKUVA","short_pith_number":"pith:6BR6PRD7","canonical_record":{"source":{"id":"2306.09390","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-06-15T16:01:30Z","cross_cats_sorted":["cs.AI","cs.LG"],"title_canon_sha256":"a202eeae26686d7272702f771a0aa85f391d9df381ffa121927c880be4e6a837","abstract_canon_sha256":"c0a5152f4814ec69eb7b88eadb54268f49cd2e519c3ee8ec532256fd65bc8cdb"},"schema_version":"1.0"},"canonical_sha256":"f063e7c47f5b198e2474a28de78154a820ef920a3a079bc322029bada4021a08","source":{"kind":"arxiv","id":"2306.09390","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2306.09390","created_at":"2026-07-05T06:21:19Z"},{"alias_kind":"arxiv_version","alias_value":"2306.09390v1","created_at":"2026-07-05T06:21:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2306.09390","created_at":"2026-07-05T06:21:19Z"},{"alias_kind":"pith_short_12","alias_value":"6BR6PRD7LMMY","created_at":"2026-07-05T06:21:19Z"},{"alias_kind":"pith_short_16","alias_value":"6BR6PRD7LMMY4JDU","created_at":"2026-07-05T06:21:19Z"},{"alias_kind":"pith_short_8","alias_value":"6BR6PRD7","created_at":"2026-07-05T06:21:19Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:6BR6PRD7LMMY4JDUUKG6PAKUVA","target":"record","payload":{"canonical_record":{"source":{"id":"2306.09390","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-06-15T16:01:30Z","cross_cats_sorted":["cs.AI","cs.LG"],"title_canon_sha256":"a202eeae26686d7272702f771a0aa85f391d9df381ffa121927c880be4e6a837","abstract_canon_sha256":"c0a5152f4814ec69eb7b88eadb54268f49cd2e519c3ee8ec532256fd65bc8cdb"},"schema_version":"1.0"},"canonical_sha256":"f063e7c47f5b198e2474a28de78154a820ef920a3a079bc322029bada4021a08","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:21:19.201586Z","signature_b64":"fXqMFvJoCNP6I7T3kU0j621fnb6seN+d3MFrlYOo3rzhriuob90RXSw6mI2IVdsW54h8X3W4YNJHx/YRQm/ZCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f063e7c47f5b198e2474a28de78154a820ef920a3a079bc322029bada4021a08","last_reissued_at":"2026-07-05T06:21:19.201153Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:21:19.201153Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2306.09390","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T06:21:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HX3qOqNn8lQi9GP4b/30Ja5uVLxnYw48KrmqKZKfPKOmHjfre+6dgcbTmU+RmgbN3rAX0NT5Qo5Qb80IF4VMBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T07:57:43.893358Z"},"content_sha256":"9f6e8d0393a3b3e7764f4bb4342bd4b6cda8d69754d36b436bf13039402d1a33","schema_version":"1.0","event_id":"sha256:9f6e8d0393a3b3e7764f4bb4342bd4b6cda8d69754d36b436bf13039402d1a33"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:6BR6PRD7LMMY4JDUUKG6PAKUVA","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and Limitations","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.LG"],"primary_cat":"cs.CL","authors_text":"Hamideh Ghanadian, Hussein Al Osman, Isar Nejadgholi","submitted_at":"2023-06-15T16:01:30Z","abstract_excerpt":"This paper presents a novel framework for quantitatively evaluating the interactive ChatGPT model in the context of suicidality assessment from social media posts, utilizing the University of Maryland Reddit suicidality dataset. We conduct a technical evaluation of ChatGPT's performance on this task using Zero-Shot and Few-Shot experiments and compare its results with those of two fine-tuned transformer-based models. Additionally, we investigate the impact of different temperature parameters on ChatGPT's response generation and discuss the optimal temperature based on the inconclusiveness rate"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.09390","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/2306.09390/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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T06:21:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"tDRVQTMwMlKSnfoIdulJj856PPLpSR+wIbPIoJkpvj1LmYYSB/AM6eyiD6gfW8W9oDasmimFG5nu+Co7/JQKBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T07:57:43.894461Z"},"content_sha256":"ac3b37558d1dbff56789588cb85d9b9396f6e303a204a0a2998afc60789838c2","schema_version":"1.0","event_id":"sha256:ac3b37558d1dbff56789588cb85d9b9396f6e303a204a0a2998afc60789838c2"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6BR6PRD7LMMY4JDUUKG6PAKUVA/bundle.json","state_url":"https://pith.science/pith/6BR6PRD7LMMY4JDUUKG6PAKUVA/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6BR6PRD7LMMY4JDUUKG6PAKUVA/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-09T07:57:43Z","links":{"resolver":"https://pith.science/pith/6BR6PRD7LMMY4JDUUKG6PAKUVA","bundle":"https://pith.science/pith/6BR6PRD7LMMY4JDUUKG6PAKUVA/bundle.json","state":"https://pith.science/pith/6BR6PRD7LMMY4JDUUKG6PAKUVA/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6BR6PRD7LMMY4JDUUKG6PAKUVA/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:6BR6PRD7LMMY4JDUUKG6PAKUVA","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"c0a5152f4814ec69eb7b88eadb54268f49cd2e519c3ee8ec532256fd65bc8cdb","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-06-15T16:01:30Z","title_canon_sha256":"a202eeae26686d7272702f771a0aa85f391d9df381ffa121927c880be4e6a837"},"schema_version":"1.0","source":{"id":"2306.09390","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2306.09390","created_at":"2026-07-05T06:21:19Z"},{"alias_kind":"arxiv_version","alias_value":"2306.09390v1","created_at":"2026-07-05T06:21:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2306.09390","created_at":"2026-07-05T06:21:19Z"},{"alias_kind":"pith_short_12","alias_value":"6BR6PRD7LMMY","created_at":"2026-07-05T06:21:19Z"},{"alias_kind":"pith_short_16","alias_value":"6BR6PRD7LMMY4JDU","created_at":"2026-07-05T06:21:19Z"},{"alias_kind":"pith_short_8","alias_value":"6BR6PRD7","created_at":"2026-07-05T06:21:19Z"}],"graph_snapshots":[{"event_id":"sha256:ac3b37558d1dbff56789588cb85d9b9396f6e303a204a0a2998afc60789838c2","target":"graph","created_at":"2026-07-05T06:21:19Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2306.09390/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper presents a novel framework for quantitatively evaluating the interactive ChatGPT model in the context of suicidality assessment from social media posts, utilizing the University of Maryland Reddit suicidality dataset. We conduct a technical evaluation of ChatGPT's performance on this task using Zero-Shot and Few-Shot experiments and compare its results with those of two fine-tuned transformer-based models. Additionally, we investigate the impact of different temperature parameters on ChatGPT's response generation and discuss the optimal temperature based on the inconclusiveness rate","authors_text":"Hamideh Ghanadian, Hussein Al Osman, Isar Nejadgholi","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-06-15T16:01:30Z","title":"ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and Limitations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.09390","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:9f6e8d0393a3b3e7764f4bb4342bd4b6cda8d69754d36b436bf13039402d1a33","target":"record","created_at":"2026-07-05T06:21:19Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"c0a5152f4814ec69eb7b88eadb54268f49cd2e519c3ee8ec532256fd65bc8cdb","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-06-15T16:01:30Z","title_canon_sha256":"a202eeae26686d7272702f771a0aa85f391d9df381ffa121927c880be4e6a837"},"schema_version":"1.0","source":{"id":"2306.09390","kind":"arxiv","version":1}},"canonical_sha256":"f063e7c47f5b198e2474a28de78154a820ef920a3a079bc322029bada4021a08","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f063e7c47f5b198e2474a28de78154a820ef920a3a079bc322029bada4021a08","first_computed_at":"2026-07-05T06:21:19.201153Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:21:19.201153Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"fXqMFvJoCNP6I7T3kU0j621fnb6seN+d3MFrlYOo3rzhriuob90RXSw6mI2IVdsW54h8X3W4YNJHx/YRQm/ZCA==","signature_status":"signed_v1","signed_at":"2026-07-05T06:21:19.201586Z","signed_message":"canonical_sha256_bytes"},"source_id":"2306.09390","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9f6e8d0393a3b3e7764f4bb4342bd4b6cda8d69754d36b436bf13039402d1a33","sha256:ac3b37558d1dbff56789588cb85d9b9396f6e303a204a0a2998afc60789838c2"],"state_sha256":"df050ee8c7b7bc048a3afaecc982305ffb95d6fe330df81731d332f0029d4adb"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"5zdsOpiV5UKvSCaAWc3u0GsDifj3IdEEK9xM4xocWPsEVTj5+MwOuqHvFqbwThkLgPFbPFrfPLjpe5ycRRjyBw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T07:57:43.901636Z","bundle_sha256":"4087a9ec2791d3f3d2fc5044a3b62920b7a312049d6eeaf007a056b28cc8380f"}}