{"id":"W4403061174","doi":"10.1109/ipec61310.2024.00079","title":"Research on SARIMA-LSTM Crime Prediction Model Based on Nonlinear Combination of RBF Neural Network","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Decision-Making Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artificial neural network; Computer science; Nonlinear system; Artificial intelligence; Machine learning; Pattern recognition (psychology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001010675,0.0009187195,0.0008563342,0.0005440807,0.0003763072,0.0009287746,0.001446448,0.0009598544,0.001209966],"category_scores_gemma":[0.001677194,0.0004811642,0.0009037525,0.0007401567,0.0004246579,0.001882095,0.0006232386,0.001427374,0.00036111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006600879,"about_ca_system_score_gemma":0.001106049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096108,"about_ca_topic_score_gemma":0.007013123,"domain_scores_codex":[0.9995543,0.00008226265,0.000031911,0.0001708302,0.0001003535,0.00006027241],"domain_scores_gemma":[0.9995391,0.0001662201,0.00004974592,0.00002610962,0.0001975063,0.00002132469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001790843,0.0001371765,0.003254334,0.0001594718,0.0001560846,0.0001568876,0.0001345634,0.8287819,0.007068727,0.0060121,0.001474822,0.1524848],"study_design_scores_gemma":[0.000002306306,0.0000227669,0.0002126402,0.000004167257,0.00001187764,0.00001689131,0.000004570024,0.9982829,0.0005798289,0.0006512695,0.0002059427,0.000004853158],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07002546,0.001822111,0.9212142,0.0006089169,0.0001859236,0.00006731492,0.0001400665,0.0011368,0.004799185],"genre_scores_gemma":[0.9260971,0.001204,0.06675397,0.0001700162,0.0001140585,0.0001348713,0.0002563868,0.00004700106,0.005222679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01096108,"threshold_uncertainty_score":0.02179456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07415446972968595,"score_gpt":0.4033408783390297,"score_spread":0.3291864086093438,"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."}}