{"id":"W4237337025","doi":"10.1063/1.5045206","title":"Switching intermittency","year":2018,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"King Abdulaziz City for Science and Technology","keywords":"Intermittency; Attractor; Physics; Orbit (dynamics); Bursting; Chaotic; Control theory (sociology); Statistical physics; Classical mechanics; Mathematics; Mechanics; Mathematical analysis; Computer science; Engineering; Artificial intelligence; Aerospace engineering","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":[0.00007603945,0.00009272293,0.00007338781,0.00002872495,0.0001042219,0.0001142948,0.0004870237,0.00001851038,0.000004061748],"category_scores_gemma":[8.379617e-7,0.0000892688,0.00003408431,0.000164029,0.00002483829,0.0002719529,0.0001444041,0.00009558064,0.0003929367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001860024,"about_ca_system_score_gemma":0.000008385465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000762445,"about_ca_topic_score_gemma":0.000001463278,"domain_scores_codex":[0.9993693,0.000007743147,0.000117805,0.0001895838,0.0001369715,0.0001786474],"domain_scores_gemma":[0.99951,0.00001536195,0.00006367927,0.0003551311,0.00002018442,0.00003563909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000036313,0.00003850377,0.0003855056,0.00001181973,0.00002181097,0.00000242894,0.002250232,0.0000614092,0.3018459,0.3154781,0.001372791,0.3785279],"study_design_scores_gemma":[0.001991387,0.0002052957,0.009722359,0.00009907139,0.00003465721,0.0000292894,0.00008771718,0.7692547,0.12306,0.07447504,0.01881661,0.002223949],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2929204,6.578808e-7,0.7020287,0.0005417822,0.0002235886,0.00005082433,5.366357e-7,0.00008189948,0.004151572],"genre_scores_gemma":[0.9745514,4.641394e-7,0.01827362,0.006652811,0.0004933935,0.000006019809,0.000005367515,0.00000840826,0.000008463604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7691932,"threshold_uncertainty_score":0.5050538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009825194990343867,"score_gpt":0.2216244924996826,"score_spread":0.2117992975093387,"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."}}