{"id":"W4376867494","doi":"10.1093/cercor/bhad168","title":"Dual-stream cortical pathways mediate sensory prediction","year":2023,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Project 211; National Natural Science Foundation of China; Natural Science Foundation of Shanghai","keywords":"Sensory system; Neuroscience; Dual (grammatical number); Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001472759,0.0001645775,0.0001545453,0.0001244673,0.0002531209,0.00006318235,0.0001165393,0.0001011247,0.0001901204],"category_scores_gemma":[0.0004505365,0.0001450796,0.00009190416,0.0005381385,0.0001134629,0.0001994911,0.00009904793,0.0002851911,0.001477801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004106932,"about_ca_system_score_gemma":0.00003412435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006669017,"about_ca_topic_score_gemma":0.000006607176,"domain_scores_codex":[0.9983123,0.0001118475,0.000262822,0.0005145015,0.0003809856,0.0004175659],"domain_scores_gemma":[0.9992281,0.0002339405,0.00007140321,0.0002679632,0.00003131583,0.0001672671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004363879,0.00005303198,0.00284229,0.00001741249,0.000004792324,0.0001852823,0.00009252674,0.00006237145,0.9796985,0.005921843,0.005390629,0.00568762],"study_design_scores_gemma":[0.001760726,0.000909291,0.5933174,0.00004922811,0.0000645933,0.0003080459,0.0002335098,0.2436109,0.1388541,0.01083668,0.009224528,0.0008310034],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919881,0.000004084377,0.00005259566,0.0004431735,0.002030659,0.0002069748,0.0001590025,0.0008119475,0.004303529],"genre_scores_gemma":[0.9955679,0.00005129781,0.00001120429,0.0006776829,0.0003497772,0.00001917796,0.00006756387,0.00003004487,0.003225328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8408445,"threshold_uncertainty_score":0.9992996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04258331939559919,"score_gpt":0.2508318243829971,"score_spread":0.2082485049873979,"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."}}