{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2018:LESNQ4YVNKTURWRCJON34QYD5S","short_pith_number":"pith:LESNQ4YV","schema_version":"1.0","canonical_sha256":"5924d873156aa748da224b9bbe4303ec9013b292ca41db63c4782dd5a27381c5","source":{"kind":"arxiv","id":"1803.07193","version":1},"attestation_state":"computed","paper":{"title":"Idiosyncratic choice bias in decision tasks naturally emerges from neuronal network dynamics","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"q-bio.NC","authors_text":"David Hansel, Lior Lebovich, Ran Darshan, Yonatan Loewenstein, Yoni Lavi","submitted_at":"2018-03-19T23:10:51Z","abstract_excerpt":"Idiosyncratic tendency to choose one alternative over others in the absence of an identified reason, is a common observation in two-alternative forced-choice experiments. It is tempting to account for it as resulting from the (unknown) participant-specific history and thus treat it as a measurement noise. Indeed, idiosyncratic choice biases are typically considered as nuisance. Care is taken to account for them by adding an ad-hoc bias parameter or by counterbalancing the choices to average them out. Here we quantify idiosyncratic choice biases in a perceptual discrimination task and a motor t"},"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":"1803.07193","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.NC","submitted_at":"2018-03-19T23:10:51Z","cross_cats_sorted":[],"title_canon_sha256":"0300ebe9caa4fb4fa2ec2ee3b4bb333c2ee92207bfea314edc4bc27d6049e5bc","abstract_canon_sha256":"42a6fcb43453408efae0b8b755ae519d4435969742114a40d9ce72bd7d94bc2d"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:20:34.007167Z","signature_b64":"jLpRfwA9nsg6jUG2nQ0yrMdbpy1RhlvlX6tICZB3LPUf3hcCKpysd/10KXVksS7KDjuA4bL9dEN001JhI28VBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"5924d873156aa748da224b9bbe4303ec9013b292ca41db63c4782dd5a27381c5","last_reissued_at":"2026-05-18T00:20:34.006631Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:20:34.006631Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Idiosyncratic choice bias in decision tasks naturally emerges from neuronal network dynamics","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"q-bio.NC","authors_text":"David Hansel, Lior Lebovich, Ran Darshan, Yonatan Loewenstein, Yoni Lavi","submitted_at":"2018-03-19T23:10:51Z","abstract_excerpt":"Idiosyncratic tendency to choose one alternative over others in the absence of an identified reason, is a common observation in two-alternative forced-choice experiments. It is tempting to account for it as resulting from the (unknown) participant-specific history and thus treat it as a measurement noise. Indeed, idiosyncratic choice biases are typically considered as nuisance. Care is taken to account for them by adding an ad-hoc bias parameter or by counterbalancing the choices to average them out. Here we quantify idiosyncratic choice biases in a perceptual discrimination task and a motor t"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1803.07193","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":""},"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":"1803.07193","created_at":"2026-05-18T00:20:34.006712+00:00"},{"alias_kind":"arxiv_version","alias_value":"1803.07193v1","created_at":"2026-05-18T00:20:34.006712+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1803.07193","created_at":"2026-05-18T00:20:34.006712+00:00"},{"alias_kind":"pith_short_12","alias_value":"LESNQ4YVNKTU","created_at":"2026-05-18T12:32:37.024351+00:00"},{"alias_kind":"pith_short_16","alias_value":"LESNQ4YVNKTURWRC","created_at":"2026-05-18T12:32:37.024351+00:00"},{"alias_kind":"pith_short_8","alias_value":"LESNQ4YV","created_at":"2026-05-18T12:32:37.024351+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/LESNQ4YVNKTURWRCJON34QYD5S","json":"https://pith.science/pith/LESNQ4YVNKTURWRCJON34QYD5S.json","graph_json":"https://pith.science/api/pith-number/LESNQ4YVNKTURWRCJON34QYD5S/graph.json","events_json":"https://pith.science/api/pith-number/LESNQ4YVNKTURWRCJON34QYD5S/events.json","paper":"https://pith.science/paper/LESNQ4YV"},"agent_actions":{"view_html":"https://pith.science/pith/LESNQ4YVNKTURWRCJON34QYD5S","download_json":"https://pith.science/pith/LESNQ4YVNKTURWRCJON34QYD5S.json","view_paper":"https://pith.science/paper/LESNQ4YV","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1803.07193&json=true","fetch_graph":"https://pith.science/api/pith-number/LESNQ4YVNKTURWRCJON34QYD5S/graph.json","fetch_events":"https://pith.science/api/pith-number/LESNQ4YVNKTURWRCJON34QYD5S/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/LESNQ4YVNKTURWRCJON34QYD5S/action/timestamp_anchor","attest_storage":"https://pith.science/pith/LESNQ4YVNKTURWRCJON34QYD5S/action/storage_attestation","attest_author":"https://pith.science/pith/LESNQ4YVNKTURWRCJON34QYD5S/action/author_attestation","sign_citation":"https://pith.science/pith/LESNQ4YVNKTURWRCJON34QYD5S/action/citation_signature","submit_replication":"https://pith.science/pith/LESNQ4YVNKTURWRCJON34QYD5S/action/replication_record"}},"created_at":"2026-05-18T00:20:34.006712+00:00","updated_at":"2026-05-18T00:20:34.006712+00:00"}