{"id":"W2945202071","doi":"10.1007/978-3-030-06212-5","title":"Impulsive Systems on Hybrid Time Domains","year":2019,"lang":"en","type":"book","venue":"","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stability (learning theory); Control theory (sociology); Computer science; Differential equation; Control (management); Mathematics; Mathematical analysis; Artificial intelligence","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":[0.0001731298,0.0005199381,0.000396933,0.0004866644,0.0002712208,0.001166836,0.000413931,0.0006329314,0.006761538],"category_scores_gemma":[0.0004606496,0.0002250438,0.0002614923,0.00056012,0.0009447676,0.001034588,0.0007494733,0.0009672523,0.001063879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005036615,"about_ca_system_score_gemma":0.0002329239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031996,"about_ca_topic_score_gemma":0.000809258,"domain_scores_codex":[0.9999218,0.00001493248,0.000003930886,0.00001494197,0.00003806486,0.000006392529],"domain_scores_gemma":[0.9998306,0.000101939,0.00001217279,0.00001328689,0.000028553,0.00001342785],"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":[0.0000102478,0.00001161296,0.0001163091,0.00006869926,0.0000209081,0.00007299968,0.00008518972,0.03535663,0.001110877,0.9221623,0.01399122,0.02699301],"study_design_scores_gemma":[0.00000998414,0.00001486362,0.000239698,0.0000215947,0.000009527968,0.00008924169,0.00004261893,0.1514094,0.0003266406,0.7951497,0.05267198,0.00001477095],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03077349,0.01675152,0.5710637,0.004255834,0.002456735,0.00004223576,0.0004698949,0.0003543129,0.3738323],"genre_scores_gemma":[0.5068637,0.01139288,0.03561049,0.0007627214,0.002114427,0.0001271121,0.000568938,0.0002135612,0.4423461],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006761538,"threshold_uncertainty_score":0.02261966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004423637824941039,"score_gpt":0.222308119783332,"score_spread":0.2178844819583909,"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."}}