{"id":"W2056212033","doi":"10.1143/ptp.107.861","title":"Biological Receptor Scheme for the Robust Synchronization of Limit Cycle Oscillators","year":2002,"lang":"en","type":"article","venue":"Progress of Theoretical Physics","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; University of Connecticut","keywords":"Van der Pol oscillator; Physics; Limit cycle; Limit (mathematics); Amplitude; Synchronization (alternating current); Quantum mechanics; Mathematical analysis; Topology (electrical circuits); Nonlinear system; Mathematics; Combinatorics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001884653,0.00007795204,0.0001244748,0.00001446543,0.00005914888,0.00002924425,0.0004772573,0.00004975728,0.00002083773],"category_scores_gemma":[0.00005877584,0.00004904957,0.00008228965,0.0001755688,0.000415078,0.000122247,0.0001231609,0.00005936262,0.000006456811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001038735,"about_ca_system_score_gemma":0.000006258799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.553817e-7,"about_ca_topic_score_gemma":5.391153e-8,"domain_scores_codex":[0.9993377,0.00003139007,0.000204035,0.0001311029,0.0001600544,0.0001356613],"domain_scores_gemma":[0.9992144,0.0002044071,0.0001360305,0.0002747257,0.0001411043,0.00002931655],"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":[0.000007356067,0.0001061075,0.0008637534,0.00002995251,0.00001445451,3.224504e-8,0.0001105037,0.0003745097,0.00005886868,0.9239952,0.0000245036,0.07441479],"study_design_scores_gemma":[0.0001374933,0.0001324737,0.0001081326,0.00001967187,0.000005856347,3.467125e-7,0.00000666409,0.9151711,0.002114779,0.08215263,0.00008601805,0.00006483719],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05577299,0.0001906409,0.9424715,0.0008308479,0.0001511117,0.000295889,0.00002037525,0.00003492794,0.0002317241],"genre_scores_gemma":[0.9505766,0.0000357635,0.04925725,0.00002541238,0.0000754563,0.00001371509,0.000007710628,0.00000567775,0.000002435365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9147966,"threshold_uncertainty_score":0.2000183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670762850699095,"score_gpt":0.2415643138241881,"score_spread":0.2148566853171971,"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."}}