{"id":"W2528338211","doi":"10.3390/info8010004","title":"A Symmetric Approach Elucidates Multisensory Information Integration","year":2016,"lang":"en","type":"article","venue":"Information","topic":"Multisensory perception and integration","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Multisensory integration; Stimulus modality; Perception; Computer science; Matching (statistics); Sensory system; Point (geometry); Isolation (microbiology); Topology (electrical circuits); Communication; Cognitive science; Artificial intelligence; Mathematics; Psychology; Neuroscience; Biology; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001348288,0.0005008156,0.00064128,0.001517815,0.0007682003,0.002364232,0.001108387,0.001000775,0.005818487],"category_scores_gemma":[0.002451229,0.0002934422,0.0008568313,0.0006221987,0.003653715,0.005721568,0.002969122,0.001396437,0.001067672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009140482,"about_ca_system_score_gemma":0.0005549758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003350063,"about_ca_topic_score_gemma":0.0001775649,"domain_scores_codex":[0.9991271,0.0002437775,0.00004529783,0.0001740284,0.0003065456,0.000103337],"domain_scores_gemma":[0.9989826,0.000310733,0.0001198111,0.0002655739,0.0002147034,0.0001065458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009628038,0.000004616487,0.00007773454,0.00002104969,0.000004792003,0.00004039897,0.00007579657,0.0008794385,0.001306995,0.9920087,0.000296207,0.005274656],"study_design_scores_gemma":[0.000004931679,0.0000127195,0.0001731605,0.000007751802,0.00000388164,0.00008362841,0.00004040297,0.0096693,0.0005924953,0.9871595,0.002245916,0.000006280804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09018639,0.002363778,0.7616208,0.004149872,0.0004318818,0.00004973398,0.0002427349,0.000344805,0.14061],"genre_scores_gemma":[0.9034277,0.001186919,0.08576491,0.0006696953,0.0003906041,0.00008684376,0.0001454652,0.0001070052,0.008220782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005818487,"threshold_uncertainty_score":0.01946479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03068903993278252,"score_gpt":0.2940652249785713,"score_spread":0.2633761850457887,"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."}}