{"id":"W4319453710","doi":"10.48550/arxiv.2302.02975","title":"Shapeception: Unravelling Brain Activity during Animated Shape Perception and Mentalization","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Mentalization; Psychology; Theory of mind; Empathy; Attribution; Perception; Task (project management); Autism; Cognitive psychology; Autism spectrum disorder; Brain activity and meditation; Resting state fMRI; Neuroscience; Cognition; Developmental psychology; Electroencephalography; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016953,0.0002170952,0.0001370234,0.0002580827,0.0001190307,0.0003393537,0.0001487433,0.000342526,0.001806687],"category_scores_gemma":[0.0008702758,0.0001246235,0.0001859859,0.0002059715,0.0003204855,0.0004958757,0.0003834277,0.0002510941,0.0001657711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008804513,"about_ca_system_score_gemma":0.00007561354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002866906,"about_ca_topic_score_gemma":0.0006531887,"domain_scores_codex":[0.9999311,0.00001337301,0.000002493447,0.00002944575,0.00001204876,0.00001153359],"domain_scores_gemma":[0.9998771,0.00005659675,0.00002856754,0.00001234798,0.000007973108,0.00001734496],"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":[0.0003305294,0.0000398264,0.007393742,0.0002362797,0.00005579533,0.0003343628,0.0009070371,0.0005681473,0.9482006,0.001076405,0.0002873052,0.04056995],"study_design_scores_gemma":[0.00004730545,0.0005731957,0.8488316,0.00008141806,0.0001734528,0.002639408,0.001124453,0.01547821,0.1146735,0.01205247,0.004263433,0.00006164324],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577546,0.0006076822,0.03693682,0.0002177951,0.00004702017,0.00005934368,0.0003578484,0.00009883697,0.003920102],"genre_scores_gemma":[0.9866218,0.000275418,0.01203407,0.00007496578,0.00003287514,0.00004357156,0.0001897306,0.000036881,0.0006906617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001806687,"threshold_uncertainty_score":0.006043911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1437477722173887,"score_gpt":0.2258614279934451,"score_spread":0.08211365577605631,"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."}}