{"id":"W4402429781","doi":"10.3389/fncir.2024.1456558","title":"Criticality and universality in neuronal cultures during “up” and “down” states","year":2024,"lang":"en","type":"article","venue":"Frontiers in Neural Circuits","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; McGill University; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Universality (dynamical systems); Neuroscience; Criticality; Psychology; Self-organized criticality; Cognitive psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002691064,0.0001892601,0.0003516551,0.000475253,0.0003420157,0.0005721333,0.0003083337,0.0001768028,0.0005059902],"category_scores_gemma":[0.002201145,0.0001883767,0.0003067591,0.0001895856,0.00062038,0.0005619762,0.0006205163,0.0007579908,0.00007723856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000632475,"about_ca_system_score_gemma":0.0002831117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182633,"about_ca_topic_score_gemma":0.001750836,"domain_scores_codex":[0.9998019,0.0000208756,0.00001672271,0.000056611,0.00005825399,0.00004561376],"domain_scores_gemma":[0.9990492,0.000366388,0.0002157767,0.0001143577,0.0001288818,0.0001253683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003556007,0.0001087572,0.0350515,0.0002058556,0.0001639285,0.0005981218,0.001766419,0.04734838,0.8730788,0.02454816,0.00057684,0.01619758],"study_design_scores_gemma":[0.00004257375,0.0003822408,0.1412095,0.00007907348,0.0001558607,0.0006825859,0.001052726,0.4323604,0.3927898,0.02857979,0.002543308,0.0001221236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860398,0.0003373051,0.01207227,0.00006984563,0.00001079978,0.00001042541,0.0001371322,0.00006679135,0.001255561],"genre_scores_gemma":[0.9984006,0.0001168225,0.001174332,0.00001498197,0.000004142222,0.00002060555,0.0001058757,0.00001345461,0.000149164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002182633,"threshold_uncertainty_score":0.004588962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548578446144863,"score_gpt":0.2526892150769539,"score_spread":0.2372034306155053,"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."}}