{"id":"W2152174583","doi":"10.1167/10.11.23","title":"Bayesian integration of visual and vestibular signals for heading","year":2010,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":254,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; York University","funders":"","keywords":"Vestibular system; Sensory cue; Heading (navigation); Psychology; Audiology; Sensory system; Interval (graph theory); Cognitive psychology; Mathematics; Neuroscience; Medicine; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005013499,0.00005606267,0.000126452,0.0001205919,0.0000777437,0.00004662996,0.00006922492,0.00005455862,0.00004605684],"category_scores_gemma":[0.0006264723,0.00004169297,0.00003514165,0.0000819596,0.0000381872,0.0002656597,0.00001126182,0.0001538615,0.000001115657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005737161,"about_ca_system_score_gemma":0.00002787399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.490476e-7,"about_ca_topic_score_gemma":9.691404e-7,"domain_scores_codex":[0.99936,0.00003755039,0.0002685454,0.00008245889,0.0001799009,0.00007160413],"domain_scores_gemma":[0.9994141,0.0001091989,0.0002643504,0.00003888831,0.0001062757,0.00006721575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006484053,0.00004720078,0.0000104573,0.0000167603,6.73274e-7,0.00000105064,0.0001913645,0.000009838294,0.9706169,0.000499643,0.00007040853,0.0284709],"study_design_scores_gemma":[0.0003916169,0.001770138,0.0004515038,0.000128596,0.000009746206,0.00007616207,0.00006909425,0.02462133,0.9679769,0.004027781,0.0004214197,0.00005572876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8606444,0.00001220931,0.1387486,0.0002326038,0.0002606436,0.00005632608,0.000001212254,0.000004851554,0.00003912788],"genre_scores_gemma":[0.9928796,0.00001580507,0.006775601,0.0001683784,0.0001060558,4.381186e-7,2.662436e-7,0.0000069141,0.00004692345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1322352,"threshold_uncertainty_score":0.170019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04190769164654563,"score_gpt":0.3854733671666445,"score_spread":0.3435656755200989,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}