{"id":"W4403305947","doi":"10.1017/9781009302180.009","title":"More Iterative Algorithms","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; Algorithm","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":[0.001285634,0.001653604,0.001013713,0.001349525,0.0007246462,0.004058356,0.001543964,0.001801282,0.1059785],"category_scores_gemma":[0.005350245,0.000708261,0.001667724,0.00151703,0.001405675,0.005795431,0.002387726,0.004085584,0.05001907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156464,"about_ca_system_score_gemma":0.00134368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009935815,"about_ca_topic_score_gemma":0.001716204,"domain_scores_codex":[0.9987072,0.0002596317,0.00006471596,0.0002611299,0.0006314972,0.0000758131],"domain_scores_gemma":[0.9987356,0.0005387866,0.00005066879,0.0002930758,0.0003181457,0.00006369391],"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":[0.00003177854,0.00008081709,0.0001979268,0.0006295227,0.0000442543,0.0000778559,0.0003344403,0.009174845,0.00155511,0.4177051,0.273643,0.2965252],"study_design_scores_gemma":[0.00001379484,0.0000321646,0.0001510201,0.0002768239,0.00001202602,0.0002116359,0.00006000858,0.007644825,0.0007155168,0.1972728,0.7935864,0.0000231794],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001505663,0.01786526,0.6083697,0.006489585,0.004287683,0.0001712087,0.0007053573,0.003312314,0.3572932],"genre_scores_gemma":[0.02427742,0.01659165,0.4239605,0.005341347,0.002244079,0.0004111987,0.001828024,0.003304095,0.5220417],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1059785,"threshold_uncertainty_score":0.3545334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05365358198661015,"score_gpt":0.2976150076274939,"score_spread":0.2439614256408838,"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."}}