{"id":"W2046647799","doi":"10.1006/jtbi.2000.2193","title":"Channel Sharing in Pancreatic β -Cells Revisited: Enhancement of Emergent Bursting by Noise","year":2000,"lang":"en","type":"article","venue":"Journal of Theoretical Biology","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Bursting; Coupling (piping); Tonic (physiology); Population; Physics; Noise (video); Bifurcation; Neuroscience; Biophysics; Control theory (sociology); Biological system; Computer science; Biology; Materials science; Nonlinear system; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007292249,0.0002716491,0.0008490033,0.0003241462,0.0005066569,0.001495287,0.001174002,0.001063347,0.001587841],"category_scores_gemma":[0.002973217,0.0002482753,0.0004108746,0.0002102358,0.00121702,0.00188212,0.00123717,0.0007573467,0.0001297118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005762997,"about_ca_system_score_gemma":0.0003415621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004159139,"about_ca_topic_score_gemma":0.000246928,"domain_scores_codex":[0.9997913,0.00004875247,0.00001139079,0.00004729151,0.00004304003,0.00005820073],"domain_scores_gemma":[0.9985558,0.0006696595,0.0002137321,0.0001728304,0.0001196498,0.0002682098],"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":[0.0006852755,0.0002291229,0.009371549,0.0003235781,0.0001392636,0.003117765,0.0009407012,0.1968894,0.1981139,0.5611725,0.00210404,0.02691294],"study_design_scores_gemma":[0.00006982409,0.00016245,0.005004553,0.00003323238,0.00005326638,0.00079808,0.0003618714,0.7749712,0.005387235,0.2123314,0.0007753654,0.00005153359],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372313,0.0007632956,0.05064055,0.002110954,0.0001406897,0.00001618817,0.0000357288,0.0001172214,0.008944022],"genre_scores_gemma":[0.9984545,0.0001577304,0.0009862786,0.00004320358,0.00003940933,0.000003100886,0.000003286666,0.000007048191,0.0003055925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001587841,"threshold_uncertainty_score":0.005311847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005742446443743043,"score_gpt":0.2487179856629768,"score_spread":0.2429755392192338,"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."}}