{"id":"W1969541536","doi":"10.1371/journal.pone.0043654","title":"The Retrograde Frequency Response of Passive Dendritic Trees Constrains the Nonlinear Firing Behaviour of a Reduced Neuron Model","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Attenuation; Bistability; Nonlinear system; Physics; Biological neuron model; Biological system; Bifurcation; Amplitude; Parameter space; Control theory (sociology); Plateau (mathematics); Dendrite (mathematics); Neuroscience; Neuron; Biophysics; Computer science; Mathematics; Biology; Mathematical analysis; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002010068,0.00008614766,0.0001357904,0.00002522858,0.0001068794,0.00001326422,0.0001612178,0.00002378771,0.000007225686],"category_scores_gemma":[0.00006211526,0.00005610085,0.0000697058,0.00009199272,0.0001419179,0.00005391995,0.00003197867,0.0001215271,0.000001422474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001247263,"about_ca_system_score_gemma":0.00006234519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004067656,"about_ca_topic_score_gemma":0.000004186339,"domain_scores_codex":[0.9992287,0.000065054,0.0002333312,0.0000893921,0.0001943796,0.000189174],"domain_scores_gemma":[0.9991652,0.0002710358,0.0001738149,0.0002543337,0.00009425826,0.00004132814],"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":[0.0001800979,0.002397195,0.05955108,0.00002664899,0.0003237923,3.367421e-7,0.001838238,0.00016914,0.8930342,0.03903551,0.00002500141,0.003418734],"study_design_scores_gemma":[0.002455109,0.0008924732,0.2369804,0.0007928791,0.001862389,0.000004355234,0.004726415,0.3718543,0.3644216,0.01518653,0.000009604351,0.0008139296],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977153,0.00005431926,0.001197198,0.0003666116,0.00003117996,0.0002142421,0.0001022275,0.00000700871,0.0003119387],"genre_scores_gemma":[0.9981242,0.000003382661,0.001596755,0.000006832736,0.0001128597,0.00003150702,0.00001173959,0.00001185682,0.0001008411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5286126,"threshold_uncertainty_score":0.2287726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080392992184009,"score_gpt":0.2449804038599661,"score_spread":0.214176473938126,"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."}}