{"id":"W4211226944","doi":"10.1017/9781108772310.009","title":"Differential Equations","year":2020,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Mathematics; Applied mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002857309,0.0005145746,0.000617501,0.0005428024,0.0004573223,0.001492113,0.0005410778,0.0007489527,0.03375895],"category_scores_gemma":[0.0009093388,0.0001652891,0.0005786976,0.0006328235,0.0006097078,0.00115394,0.0008050262,0.001704485,0.009278198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264776,"about_ca_system_score_gemma":0.0006931376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002047165,"about_ca_topic_score_gemma":0.001914223,"domain_scores_codex":[0.9997844,0.00004472036,0.00001270979,0.00005000034,0.00008129661,0.00002679227],"domain_scores_gemma":[0.9998112,0.00005851221,0.00001486169,0.00002437324,0.00007611059,0.00001486384],"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":[0.00001105694,0.00001533111,0.0002466509,0.0001302713,0.00001281776,0.0001077947,0.0001114746,0.005216873,0.0007601643,0.9073573,0.0547929,0.03123736],"study_design_scores_gemma":[0.00002308415,0.00002134293,0.0006619957,0.00009060064,0.00001251707,0.0003352472,0.00009549716,0.030572,0.0004880126,0.6681098,0.2995728,0.00001710717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01134769,0.02298272,0.2042598,0.01044393,0.002750917,0.00009427271,0.004355633,0.0004403432,0.7433246],"genre_scores_gemma":[0.2491727,0.02210271,0.04691685,0.002303012,0.001269819,0.0003240511,0.003704906,0.0003092696,0.6738967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03375895,"threshold_uncertainty_score":0.1129349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202398504209645,"score_gpt":0.1919384860374519,"score_spread":0.1716986356164874,"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."}}