{"id":"W4296027313","doi":"10.7554/elife.77430","title":"A partially nested cortical hierarchy of neural states underlies event segmentation in the human brain","year":2022,"lang":"en","type":"article","venue":"eLife","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Biotechnology and Biological Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Hierarchy; Segmentation; Neuroscience; Event (particle physics); Psychology; Computer science; Artificial intelligence; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005391643,0.00007771949,0.0001087836,0.00007168287,0.0003783979,0.00001923652,0.0001789815,0.000009830214,0.00006879458],"category_scores_gemma":[0.001999618,0.00006289774,0.00004120494,0.0003351781,0.0001362241,0.00008133017,0.0001420389,0.0001992118,0.000003665021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005848456,"about_ca_system_score_gemma":0.00003468438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006183119,"about_ca_topic_score_gemma":0.0001834602,"domain_scores_codex":[0.9980323,0.0007896276,0.000222307,0.0002179248,0.0005752912,0.0001625189],"domain_scores_gemma":[0.9955243,0.004227582,0.00007241316,0.0001375002,0.00001932817,0.00001890208],"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":[0.0002940778,0.001135772,0.06291165,0.00004888374,0.00002867184,0.00009900481,0.0237585,0.03567524,0.8208724,0.03072386,0.0227446,0.001707391],"study_design_scores_gemma":[0.002730055,0.002301114,0.8345858,0.00001896868,0.00003174735,0.00007706606,0.02068624,0.02000617,0.0993062,0.008367241,0.01138092,0.000508532],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794869,0.00002357093,0.00008911148,0.0198329,0.0001536532,0.0002594319,0.00001838477,0.00002558896,0.0001105001],"genre_scores_gemma":[0.9902178,0.000002843785,0.00001367563,0.009506585,0.00003085303,0.0001216471,0.000007329692,0.000007241445,0.00009201669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7716741,"threshold_uncertainty_score":0.2910369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05632351424544456,"score_gpt":0.3219271786665333,"score_spread":0.2656036644210887,"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."}}