{"id":"W4231081240","doi":"10.1017/cbo9781107447615","title":"Neuronal Dynamics","year":2014,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":1482,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Field (mathematics); Graduate students; Ideal (ethics); Code (set theory); Computational neuroscience; Cognitive science; Dynamics (music); Artificial intelligence; Mathematics; Psychology; Epistemology; Programming language","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":[0.0001332866,0.0005058154,0.0003999165,0.0004948133,0.0004199048,0.001780344,0.000615376,0.0009630499,0.03468328],"category_scores_gemma":[0.0007491797,0.0002390451,0.0003753466,0.0005108176,0.0006582312,0.001926902,0.0007345718,0.0009945997,0.01345318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007912532,"about_ca_system_score_gemma":0.0005460724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407147,"about_ca_topic_score_gemma":0.001494327,"domain_scores_codex":[0.9998728,0.00001256908,0.000005818447,0.00003737512,0.00006182348,0.000009587382],"domain_scores_gemma":[0.9998901,0.00002656281,0.00000914585,0.00001860256,0.00004189602,0.00001374883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000022087,0.00001726899,0.0003164847,0.0003366129,0.00003180503,0.0002008532,0.0002471318,0.01179473,0.004941222,0.6727927,0.1425716,0.1667276],"study_design_scores_gemma":[0.000007062331,0.00001656074,0.0006311994,0.0001856087,0.00001234994,0.0004659444,0.0001077023,0.01732691,0.001232975,0.3608702,0.6191182,0.0000254133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005896434,0.03140142,0.1948262,0.007886889,0.003354739,0.00007835161,0.002034352,0.00133608,0.7531855],"genre_scores_gemma":[0.1445546,0.03728626,0.06172194,0.002002702,0.001356114,0.0002185372,0.002346534,0.0006857244,0.7498277],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03468328,"threshold_uncertainty_score":0.1160272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261663598135967,"score_gpt":0.1844475031943825,"score_spread":0.1718308672130228,"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."}}