{"id":"W1586132438","doi":"10.1109/icnn.1994.374321","title":"A canonical form of neural dynamics in somatic reference systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Somatic cell; Computer science; Artificial neural network; Dynamics (music); Artificial intelligence; Theoretical computer science; Biology; Psychology; Genetics","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":[0.0006884319,0.0004504274,0.0003146071,0.0006573591,0.0005281211,0.001739341,0.0005988647,0.0008435425,0.01083307],"category_scores_gemma":[0.001522399,0.0001561499,0.0003748776,0.0006124213,0.001440676,0.002811683,0.001079539,0.00111115,0.001796064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005286497,"about_ca_system_score_gemma":0.0005302515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009725036,"about_ca_topic_score_gemma":0.0009360941,"domain_scores_codex":[0.9996301,0.0001028714,0.00002113348,0.00009208285,0.0001085601,0.00004522897],"domain_scores_gemma":[0.9996939,0.00005993939,0.00003253144,0.00003704102,0.000136867,0.00003983126],"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":[0.000001742602,0.000001884659,0.00003069593,0.000009189399,0.000001404804,0.00001624743,0.00003418557,0.001267956,0.0004572361,0.9947238,0.0008576064,0.002598034],"study_design_scores_gemma":[0.000004213928,0.00001574725,0.0001325224,0.00001438126,0.000002739758,0.00009970924,0.00005532165,0.04113478,0.0003348511,0.9490509,0.009141758,0.00001313171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0247217,0.001174968,0.84935,0.00194578,0.0004951042,0.00004882739,0.0003404944,0.0002679771,0.1216552],"genre_scores_gemma":[0.7379869,0.002986605,0.2082006,0.001004406,0.001018129,0.0002948973,0.0005378826,0.0002820754,0.04768843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01083307,"threshold_uncertainty_score":0.03624028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05642994825696322,"score_gpt":0.250514398512431,"score_spread":0.1940844502554677,"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."}}