{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000124153,0.0001475637,0.0001480656,0.0002182853,0.0001208236,0.0003086666,0.0001545857,0.0001307752,0.001220901],"category_scores_gemma":[0.001292805,0.0001223495,0.0001435869,0.0001483251,0.000209546,0.0004553602,0.0002655542,0.0002047174,0.0001432772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090266,"about_ca_system_score_gemma":0.00009307605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006553665,"about_ca_topic_score_gemma":0.0006930613,"domain_scores_codex":[0.9999564,0.000007449445,0.000002131296,0.00001618584,0.000008158101,0.000009726857],"domain_scores_gemma":[0.9997787,0.00008518,0.0000354515,0.00003995952,0.00003315396,0.00002767128],"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":[0.0005634608,0.0001090756,0.02399714,0.0001352501,0.00008005022,0.0004068398,0.0007785699,0.02805159,0.8916939,0.003325342,0.001060717,0.04979805],"study_design_scores_gemma":[0.00003246542,0.0002592796,0.5809613,0.00001655777,0.00004833169,0.0005813902,0.0002258977,0.3501371,0.05677192,0.009415266,0.00148493,0.00006555037],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667665,0.00008489899,0.03184973,0.00003848935,0.000006087346,0.00001446998,0.000134436,0.0001339154,0.0009714633],"genre_scores_gemma":[0.9982113,0.00002189815,0.001479213,0.00000466408,0.00000251304,0.000005314836,0.00006458127,0.00001777788,0.0001929435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001220901,"threshold_uncertainty_score":0.004084349,"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."}}