{"id":"W3087250216","doi":"10.1038/s41598-020-71999-4","title":"Modulation of contractions in the small intestine indicate desynchronization via supercritical Andronov–Hopf bifurcation","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Interstitial cell of Cajal; Hopf bifurcation; Physics; Amplitude modulation; Amplitude; Frequency modulation; Bifurcation; Control theory (sociology); Optics; Quantum mechanics; Biology; Telecommunications; Computer science; Bandwidth (computing)","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":[0.0008997502,0.00006582578,0.00008496323,0.0001222782,0.0001138583,0.0001959655,0.0002302781,0.00003649568,0.000007915231],"category_scores_gemma":[0.0001858025,0.00005307046,0.00003006432,0.0008501236,0.00007017586,0.000503391,0.00004905605,0.00009716479,0.000008828826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002871456,"about_ca_system_score_gemma":0.00007442778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000341649,"about_ca_topic_score_gemma":0.00005739715,"domain_scores_codex":[0.9988155,0.00006613768,0.0004365366,0.0002848981,0.0002733111,0.0001235968],"domain_scores_gemma":[0.9992811,0.00004790695,0.0001069048,0.0003577438,0.0001619043,0.00004445912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000320439,0.001300889,0.380402,0.0003869396,0.00004505198,0.0002405105,0.03448906,0.04853133,0.3046139,0.04969971,0.001147824,0.1791107],"study_design_scores_gemma":[0.00009849756,0.00003385128,0.04590536,0.00001762724,0.000004873657,0.0000817283,0.00004443286,0.9439926,0.002874902,0.006585266,0.0002850385,0.00007585442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4428544,0.000009161972,0.5548434,0.001616049,0.0004275575,0.0001503229,8.449541e-7,0.00002154165,0.00007672056],"genre_scores_gemma":[0.9943389,0.000001067806,0.005384231,0.0001192486,0.0000335779,0.000008271607,0.0001052775,0.000003544699,0.000005846581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8954613,"threshold_uncertainty_score":0.2164151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479586033914478,"score_gpt":0.2375114251221186,"score_spread":0.2127155647829738,"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."}}