{"id":"W4313281277","doi":"10.1002/hbm.26187","title":"Scale‐free dynamics of core‐periphery topography","year":2022,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"","keywords":"Core (optical fiber); Resting state fMRI; Dynamics (music); Scale (ratio); Task (project management); Noise (video); Neuroscience; Psychology; Physics; Cartography; Computer science; Geography; Artificial intelligence; Optics; Acoustics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003186371,0.0001393937,0.0001888231,0.0002532321,0.0007667046,0.00003443348,0.0005354282,0.00003226551,0.000467221],"category_scores_gemma":[0.000151276,0.0001361879,0.0001504847,0.000671175,0.0001559791,0.0001041586,0.0004501147,0.0002805042,0.000003778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000848404,"about_ca_system_score_gemma":0.00001753235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002902848,"about_ca_topic_score_gemma":0.00003841386,"domain_scores_codex":[0.9984774,0.000137028,0.0003040993,0.0004039413,0.000402476,0.0002750272],"domain_scores_gemma":[0.9990816,0.0001927734,0.0001789157,0.0004696183,0.00002251201,0.00005454823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001629338,0.00008760201,0.002285763,0.00003753544,0.000005180404,0.0000168613,0.0003140609,0.0002645795,0.9442343,0.04720394,0.003137425,0.002396467],"study_design_scores_gemma":[0.005952594,0.002567767,0.2046996,0.0002257267,0.00007161344,0.000456104,0.007082697,0.1693544,0.01576903,0.4518678,0.1387299,0.003222701],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986971,0.00001110574,0.0008248091,0.001705937,0.00054761,0.0002397101,0.00007664781,0.0001233458,0.009499831],"genre_scores_gemma":[0.9954381,0.000002450864,0.0001277421,0.002047403,0.00006325658,0.00003335354,0.00002552906,0.00002579924,0.002236348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9284652,"threshold_uncertainty_score":0.5896949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04166833520928472,"score_gpt":0.2539309205421899,"score_spread":0.2122625853329052,"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."}}