{"id":"W2786532020","doi":"10.1101/254961","title":"Visual and auditory brain areas share a representational structure that supports emotion perception","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Multisensory perception and integration","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"John Templeton Foundation","keywords":"Psychology; Cognitive psychology; Perception; Crossmodal; Sensory system; Emotion perception; Stimulus (psychology); Set (abstract data type); Visual perception; Computer science; Neuroscience","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004238185,0.0006282632,0.0004817294,0.0004313744,0.0002829191,0.0002923682,0.0002668993,0.001120851,0.02160028],"category_scores_gemma":[0.0001983118,0.0006677572,0.000166961,0.0002019463,0.0002754468,0.0002808795,0.0002298787,0.0008787949,0.0005252237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283169,"about_ca_system_score_gemma":0.0002087837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009760716,"about_ca_topic_score_gemma":0.00001629709,"domain_scores_codex":[0.9963706,0.0004636837,0.0005734414,0.00154675,0.0005625676,0.0004829746],"domain_scores_gemma":[0.9975764,0.00007587327,0.00054478,0.0009486838,0.0005430556,0.0003111713],"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":[0.0002574721,0.0003320838,0.06863186,0.0003446958,0.0003265452,0.00007286167,0.0007760659,0.00001725474,0.8205525,0.0004977324,0.1081042,0.00008668788],"study_design_scores_gemma":[0.0006790691,0.0001017724,0.9872099,0.0002132216,0.00008412939,3.678049e-7,0.0001233073,0.0005740031,0.002849121,0.000007478855,0.00745715,0.0007005113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913315,0.00008561216,0.0008764646,0.0004840087,0.004965931,0.0008660799,0.0008284276,0.0004099632,0.00015207],"genre_scores_gemma":[0.994628,0.00004206847,0.0009889514,0.0006747363,0.003120331,0.0001437852,0.00003434647,0.0001292016,0.0002385929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.918578,"threshold_uncertainty_score":0.9995773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278937769760411,"score_gpt":0.3066991680435905,"score_spread":0.2788053910675494,"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."}}