{"id":"W2792165231","doi":"10.20982/tqmp.14.1.p001","title":"Spike Neural Models Part II: Abstract Neural Models","year":2018,"lang":"en","type":"article","venue":"The Quantitative Methods for Psychology","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Spike (software development); Neuroscience; Artificial neural network; Computer science; Artificial intelligence; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001088697,0.0003054906,0.0003833793,0.00009054015,0.0004298341,0.00001916418,0.0004441195,0.0001129256,0.00003837082],"category_scores_gemma":[0.0001154417,0.0002303297,0.0001692927,0.0002334029,0.0003562603,0.0003571288,0.00007166821,0.0003996426,0.00001940327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001949367,"about_ca_system_score_gemma":0.000006234914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002362662,"about_ca_topic_score_gemma":0.000003611308,"domain_scores_codex":[0.9981862,0.0002960836,0.0004235314,0.0004156288,0.00008598812,0.0005925323],"domain_scores_gemma":[0.9981053,0.001109906,0.0001079741,0.0004750335,0.0001174445,0.00008437144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006632807,0.00008816794,0.000003359062,0.00007239082,0.0001842269,0.000007631284,0.00555438,0.4488607,0.07690073,0.1152443,0.002579462,0.3498414],"study_design_scores_gemma":[0.000470825,0.0006282449,0.00006821012,0.0000126156,0.00002906647,0.00003131904,0.0001341761,0.7640712,0.006404532,0.2237789,0.004095862,0.0002750477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.223849,0.0006016113,0.7682343,0.0003343133,0.002226394,0.000386791,0.00001570742,0.0002811643,0.004070704],"genre_scores_gemma":[0.6869816,0.00003758407,0.3114538,0.0008032579,0.0004215319,0.0000671007,0.000007154674,0.00007628054,0.0001517544],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4631326,"threshold_uncertainty_score":0.9392571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2791482294850553,"score_gpt":0.4934913368688059,"score_spread":0.2143431073837506,"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."}}