{"id":"W1968782","doi":"10.1007/978-3-319-56433-3_1","title":"Dissipative Dynamical Systems","year":2017,"lang":"en","type":"book-chapter","venue":"CMS books in mathematics","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Attractor; Dissipative system; Dynamical systems theory; Mathematics; Limit (mathematics); Invariance principle; Fixed point; Fixed-point theorem; Limit set; Pure mathematics; Mathematical analysis; Physics; Epistemology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008324218,0.0004647672,0.00183726,0.0001341592,0.0001185439,0.00002300137,0.0002864249,0.001192045,0.0009384902],"category_scores_gemma":[0.001007681,0.0003374524,0.0002905291,0.000006572257,0.001031613,0.00003502493,0.0001601076,0.001138374,0.0006783427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112848,"about_ca_system_score_gemma":0.00009486944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002371103,"about_ca_topic_score_gemma":0.000004229457,"domain_scores_codex":[0.9979044,0.00003489948,0.0009729319,0.0004392343,0.0002352271,0.000413292],"domain_scores_gemma":[0.9974563,0.0008234788,0.0004496252,0.0009484763,0.00008119214,0.0002409601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004233374,0.000127939,0.000018542,0.001438457,0.0001504788,0.0002251697,0.0001871558,0.000003690031,0.000002291428,0.9969343,0.0006463795,0.0002232637],"study_design_scores_gemma":[0.0005077578,0.0001605598,0.00002107698,0.003021954,0.0002781917,0.0001668646,0.00002245443,0.0292033,0.000002102549,0.9601727,0.006113659,0.000329426],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001439543,0.0003565904,0.008229831,0.0004527594,0.0002701754,0.000819278,0.00002625283,0.00007067552,0.9896305],"genre_scores_gemma":[0.02844497,0.0001228599,0.002220096,0.0001877136,0.0002166366,0.0000754705,0.00004363024,0.0000961321,0.9685925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03676164,"threshold_uncertainty_score":0.9999748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05392404342004754,"score_gpt":0.3202671677736406,"score_spread":0.2663431243535931,"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."}}