{"id":"W2988240884","doi":"10.1080/00401706.2019.1679542","title":"Dynamic Neuroscience Statistic, Modeling, and Control","year":2019,"lang":"en","type":"article","venue":"Technometrics","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Statistic; Computer science; Control (management); Neuroscience; Psychology; Cognitive science; Artificial intelligence; Mathematics; Statistics","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":[0.0001486559,0.000111816,0.0001310139,0.0005203211,0.00009731108,0.00008424054,0.0002188022,0.00004995524,0.0000194682],"category_scores_gemma":[0.0009229375,0.0001000379,0.00002312787,0.001702977,0.00007301889,0.0001706413,0.00007896488,0.0001687877,0.00005629128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003279774,"about_ca_system_score_gemma":0.00001402281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006257707,"about_ca_topic_score_gemma":9.33028e-7,"domain_scores_codex":[0.99886,0.00001753836,0.0001523554,0.0004445203,0.0002841229,0.0002414701],"domain_scores_gemma":[0.999425,0.0001713567,0.00006080734,0.0002504567,0.00002544597,0.00006694086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002522639,0.00008154269,0.003729471,0.0000423618,0.000001069337,0.00001894076,0.00001424061,0.00464202,0.9273796,0.03091633,0.0000442893,0.03310492],"study_design_scores_gemma":[0.0003329437,0.0001495871,0.001199926,0.000003625693,0.00000420174,0.00001908426,0.00000539,0.9929038,0.000858792,0.003765658,0.0006222228,0.0001348242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8701064,0.00005438668,0.1279507,0.0002253094,0.0004018763,0.0003053797,0.00004448177,0.0001992622,0.000712196],"genre_scores_gemma":[0.9980937,0.0001186357,0.0003492983,0.0008520455,0.000004731019,0.000006393495,9.845195e-7,0.00001476515,0.0005595107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9882617,"threshold_uncertainty_score":0.4079428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003454735586753,"score_gpt":0.2495629239659706,"score_spread":0.229528376610103,"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."}}