{"id":"W2800001956","doi":"","title":"Adaptive optimal-control algorithms for brainlike networks.","year":2010,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Computer science; Algorithm","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":[0.0008504819,0.001173474,0.0006886254,0.000680626,0.000435385,0.001045198,0.001224825,0.001517641,0.008855831],"category_scores_gemma":[0.003311193,0.0004355963,0.0006251524,0.0006026823,0.001423597,0.001976201,0.001465601,0.002130855,0.001477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001394048,"about_ca_system_score_gemma":0.0009183742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003267727,"about_ca_topic_score_gemma":0.00428831,"domain_scores_codex":[0.9997254,0.0000902535,0.00001670329,0.00006865882,0.00007408617,0.00002489165],"domain_scores_gemma":[0.9995408,0.0002967934,0.00004228593,0.00004002131,0.00006123112,0.00001888624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003770318,0.00003409074,0.0002067889,0.0001752718,0.00005096212,0.00004549611,0.0001114483,0.3979037,0.0008913434,0.5114105,0.008556697,0.08057608],"study_design_scores_gemma":[0.00001705157,0.0000135062,0.00005366703,0.00003187524,0.00000693088,0.00001953078,0.00001609256,0.7424332,0.0002854225,0.2487923,0.008322571,0.000007897701],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00159112,0.001637204,0.9837978,0.000621024,0.0001571386,0.00005255679,0.00006248283,0.0002651769,0.01181544],"genre_scores_gemma":[0.2489984,0.00389546,0.7125164,0.0008480927,0.000532348,0.00084162,0.0004304018,0.0003660554,0.03157129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008855831,"threshold_uncertainty_score":0.02962565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760836654619245,"score_gpt":0.2470661946428276,"score_spread":0.2294578280966351,"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."}}