{"id":"W3023413208","doi":"10.1017/s0140525x03450024","title":"Synchronous dynamics for cognitive coordination: But how?","year":2003,"lang":"en","type":"article","venue":"Behavioral and Brain Sciences","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; VA Pittsburgh Healthcare System; Canada Research Chairs; McGill University; National Alliance for Research on Schizophrenia and Depression; American Psychological Association","keywords":"Mechanism (biology); Cognition; Computer science; Dynamics (music); Cognitive science; Scale (ratio); Sensory processing; Cognitive psychology; Psychology; Sensory system; Neuroscience; Epistemology","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":[0.001688341,0.0003912415,0.0004965189,0.0006217426,0.0006702556,0.002932644,0.0009768337,0.001554843,0.008841126],"category_scores_gemma":[0.01134051,0.0003036188,0.0004907098,0.0004489177,0.003344386,0.008841771,0.001799426,0.001126642,0.0009882292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009129781,"about_ca_system_score_gemma":0.000832641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540628,"about_ca_topic_score_gemma":0.0007726483,"domain_scores_codex":[0.9993443,0.0002358958,0.00003195107,0.0001911915,0.0001061639,0.0000905779],"domain_scores_gemma":[0.9963744,0.001611887,0.0004981738,0.0005728638,0.0004499196,0.0004927499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001557378,0.00008420638,0.004686662,0.0002494988,0.00007352818,0.0001704925,0.0008195112,0.01624546,0.003294668,0.9192164,0.006770795,0.04823314],"study_design_scores_gemma":[0.00003742741,0.00002350251,0.002102224,0.00004392829,0.00001317424,0.00005068822,0.0003011479,0.02066594,0.0003789809,0.972501,0.003861806,0.00002010654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3146535,0.01209407,0.3802869,0.1675767,0.001989035,0.0001020462,0.0006118714,0.001463966,0.121222],"genre_scores_gemma":[0.9882301,0.001135956,0.007821536,0.0008635222,0.0003815978,0.00004365965,0.00007035671,0.00005537307,0.001397963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008841126,"threshold_uncertainty_score":0.02957654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0635924937840819,"score_gpt":0.317367350205956,"score_spread":0.2537748564218741,"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."}}