{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:LESNQ4YVNKTURWRCJON34QYD5S","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":"42a6fcb43453408efae0b8b755ae519d4435969742114a40d9ce72bd7d94bc2d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.NC","submitted_at":"2018-03-19T23:10:51Z","title_canon_sha256":"0300ebe9caa4fb4fa2ec2ee3b4bb333c2ee92207bfea314edc4bc27d6049e5bc"},"schema_version":"1.0","source":{"id":"1803.07193","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1803.07193","created_at":"2026-05-18T00:20:34Z"},{"alias_kind":"arxiv_version","alias_value":"1803.07193v1","created_at":"2026-05-18T00:20:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1803.07193","created_at":"2026-05-18T00:20:34Z"},{"alias_kind":"pith_short_12","alias_value":"LESNQ4YVNKTU","created_at":"2026-05-18T12:32:37Z"},{"alias_kind":"pith_short_16","alias_value":"LESNQ4YVNKTURWRC","created_at":"2026-05-18T12:32:37Z"},{"alias_kind":"pith_short_8","alias_value":"LESNQ4YV","created_at":"2026-05-18T12:32:37Z"}],"graph_snapshots":[{"event_id":"sha256:0b9bd4bfd5b24ef894d1eb7ff5042ae72d6400370ab70ff76792f4feec643380","target":"graph","created_at":"2026-05-18T00:20:34Z","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"},"paper":{"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","authors_text":"David Hansel, Lior Lebovich, Ran Darshan, Yonatan Loewenstein, Yoni Lavi","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.NC","submitted_at":"2018-03-19T23:10:51Z","title":"Idiosyncratic choice bias in decision tasks naturally emerges from neuronal network dynamics"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1803.07193","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":"sha256:3a43ca58a6e17588aa5d39470a0d7ae803979ec1dd02d482430daa288fd63c9d","target":"record","created_at":"2026-05-18T00:20:34Z","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":"42a6fcb43453408efae0b8b755ae519d4435969742114a40d9ce72bd7d94bc2d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.NC","submitted_at":"2018-03-19T23:10:51Z","title_canon_sha256":"0300ebe9caa4fb4fa2ec2ee3b4bb333c2ee92207bfea314edc4bc27d6049e5bc"},"schema_version":"1.0","source":{"id":"1803.07193","kind":"arxiv","version":1}},"canonical_sha256":"5924d873156aa748da224b9bbe4303ec9013b292ca41db63c4782dd5a27381c5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5924d873156aa748da224b9bbe4303ec9013b292ca41db63c4782dd5a27381c5","first_computed_at":"2026-05-18T00:20:34.006631Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:20:34.006631Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"jLpRfwA9nsg6jUG2nQ0yrMdbpy1RhlvlX6tICZB3LPUf3hcCKpysd/10KXVksS7KDjuA4bL9dEN001JhI28VBg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:20:34.007167Z","signed_message":"canonical_sha256_bytes"},"source_id":"1803.07193","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3a43ca58a6e17588aa5d39470a0d7ae803979ec1dd02d482430daa288fd63c9d","sha256:0b9bd4bfd5b24ef894d1eb7ff5042ae72d6400370ab70ff76792f4feec643380"],"state_sha256":"7a95cf2176ed1251a4c3c547082ea4ed3bdd7af95096b79da0d513f0f31e207d"}