{"id":"W2751400206","doi":"10.1063/1.5001200","title":"Regularity of beating of small clusters of embryonic chick ventricular heart-cells: experiment <i>vs.</i> stochastic single-channel population model","year":2017,"lang":"en","type":"article","venue":"Chaos An Interdisciplinary Journal of Nonlinear Science","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Forskerakademiet; Otto Mønsteds Fond; Canadian Institutes of Health Research; Austrian Science Fund","keywords":"Randomness; Population; Mathematics; Statistical physics; Amplitude; Stochastic process; Statistics; Standard deviation; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004695457,0.0002265158,0.0003461023,0.0002689504,0.0002010335,0.0003356222,0.0005197609,0.0003758811,0.0005722525],"category_scores_gemma":[0.001565214,0.000146174,0.0003660942,0.0002068601,0.0003998463,0.0002672888,0.0002778237,0.0003087994,0.00005564567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005931996,"about_ca_system_score_gemma":0.0002390615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006712591,"about_ca_topic_score_gemma":0.002149797,"domain_scores_codex":[0.9998443,0.00002709999,0.00001358342,0.00005718015,0.00003022997,0.00002753812],"domain_scores_gemma":[0.9990888,0.0004533306,0.0001483134,0.0001298669,0.00007818808,0.0001015974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008733087,0.000247885,0.03228613,0.0001430006,0.000118034,0.0004840097,0.0003187319,0.7654036,0.1899462,0.003825543,0.0005267134,0.005826843],"study_design_scores_gemma":[0.00001536455,0.0001308739,0.01597143,0.000003677808,0.00001761031,0.0000722671,0.00003085638,0.9712898,0.01201181,0.0003429269,0.00009098848,0.00002244853],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946202,0.00002703916,0.004809564,0.00002745091,0.00000475579,0.000009722465,0.0001622726,0.00003662539,0.0003024152],"genre_scores_gemma":[0.9987383,0.00001403023,0.001001267,0.000004639276,0.000001533101,0.000005607862,0.0001388135,0.000006099737,0.00008968602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006712591,"threshold_uncertainty_score":0.01334703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837315420992676,"score_gpt":0.3118385858621689,"score_spread":0.2834654316522421,"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."}}