{"id":"W4322724294","doi":"10.1016/j.jtbi.2023.111450","title":"Excitable dynamics in a molecularly-explicit model of cell motility: Mixed-mode oscillations and beyond","year":2023,"lang":"en","type":"article","venue":"Journal of Theoretical Biology","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Dynamics (music); Motility; Mode (computer interface); Statistical physics; Biological system; Physics; Control theory (sociology); Neuroscience; Biology; Computer science; Cell biology; Artificial intelligence; Control (management); Acoustics","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":[0.0005964476,0.00008964234,0.0002620176,0.000315622,0.0000391954,0.00001470895,0.0002700269,0.0001185242,0.00003247747],"category_scores_gemma":[0.0009164696,0.00007133909,0.00007524256,0.0003983417,0.0005689589,0.00004778794,0.0001719292,0.0002824533,0.000004825124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005483569,"about_ca_system_score_gemma":0.00007766653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004239766,"about_ca_topic_score_gemma":0.000005487086,"domain_scores_codex":[0.998696,0.0002436676,0.0003902148,0.0001801404,0.0001963798,0.0002935438],"domain_scores_gemma":[0.9989434,0.0005914911,0.0001037264,0.0001478707,0.00008710956,0.0001263283],"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":[0.00006557692,0.00006383441,0.002100047,0.00001361088,0.000003032804,0.000007013969,0.0001058474,0.0009381893,0.7321262,0.2643386,0.00001208125,0.0002260018],"study_design_scores_gemma":[0.0003373643,0.0002310168,0.0002388125,0.000007071753,0.000005826825,0.00001199804,0.00006350489,0.4391889,0.2669436,0.2929081,0.00001004181,0.00005368437],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889888,0.00004106062,0.007323876,0.0004058696,0.0000882444,0.00008815113,0.00007247352,0.000005865851,0.002985632],"genre_scores_gemma":[0.9987023,0.0003170877,0.0008406705,0.00007490915,0.00001496014,0.000002240249,0.000002101848,0.000009612772,0.00003614819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4651826,"threshold_uncertainty_score":0.2909124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589899809411889,"score_gpt":0.3210298018016983,"score_spread":0.2951308037075794,"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."}}