{"id":"W4235696563","doi":"10.1007/978-1-4612-1322-2_3","title":"Nonlinear Systems. Part II","year":2000,"lang":"en","type":"book-chapter","venue":"Birkhäuser Boston eBooks","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley; Simon Fraser University","funders":"","keywords":"Realm; Intellect; Variety (cybernetics); Craft; Fish <Actinopterygii>; Visual arts; History; Computer science; Aesthetics; Art; Artificial intelligence; Epistemology; Biology; Fishery; Archaeology; Philosophy","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001973934,0.001014704,0.0009790328,0.0001433412,0.0004027786,0.0001812684,0.001114873,0.001666561,0.01370186],"category_scores_gemma":[0.00003710574,0.001062647,0.0004772179,0.00001778531,0.0003227896,0.00005380332,0.000502353,0.001856944,0.001617915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003839294,"about_ca_system_score_gemma":0.0005818052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008354406,"about_ca_topic_score_gemma":0.00002772545,"domain_scores_codex":[0.9956826,0.00001569024,0.0009431189,0.001182974,0.00120484,0.0009707862],"domain_scores_gemma":[0.9966502,0.00008205096,0.0003813631,0.002127494,0.0002143509,0.00054455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001701733,0.001035071,0.0001558223,0.01651863,0.00682519,0.0109255,0.002530155,0.00007230446,0.04945308,0.278078,0.4922805,0.140424],"study_design_scores_gemma":[0.0005842172,0.00005008464,1.806841e-7,0.0008513835,0.0001266519,0.0001581906,0.00001229587,0.00005114369,0.01139185,0.001988644,0.9837574,0.001027989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001271007,0.001128928,0.00000128351,0.00008620295,0.0003080367,0.0003053458,0.0007498325,0.0006063128,0.9955431],"genre_scores_gemma":[0.001086366,0.0003242232,0.0001116431,0.0001163516,0.002605046,0.00008232716,0.0005022209,0.0004191777,0.9947526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4914769,"threshold_uncertainty_score":0.9996295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03197316251622748,"score_gpt":0.2492245377425586,"score_spread":0.2172513752263311,"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."}}