{"id":"W4388469664","doi":"10.1137/1.9781611977509.r3","title":"REPORTS ON ACTIVITIES R3: REPORTS ON ROOTFINDING ACTIVITIES","year":2023,"lang":"en","type":"book-chapter","venue":"Society for Industrial and Applied Mathematics eBooks","topic":"Iterative Methods for Nonlinear Equations","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Root (linguistics); Mathematics; Combinatorics; Philosophy; Linguistics","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"],"consensus_categories":[],"category_scores_codex":[0.001942584,0.0009477459,0.001433708,0.0002115586,0.000732966,0.0002403372,0.0001586826,0.001312643,0.00005307639],"category_scores_gemma":[0.0005005175,0.000854527,0.001032464,0.00004576059,0.000333378,0.00005585242,0.0001859764,0.001331189,0.000009258102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002364091,"about_ca_system_score_gemma":0.0002317188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001407149,"about_ca_topic_score_gemma":0.000004723277,"domain_scores_codex":[0.9962804,0.0000216077,0.001375103,0.0009211747,0.0008385303,0.0005631915],"domain_scores_gemma":[0.9928294,0.004170006,0.001865824,0.0009003211,0.00008071691,0.0001537023],"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":[0.00005967567,0.00009659622,2.064898e-7,0.00067996,0.0007877843,0.0000336439,0.003841869,0.000005427895,0.000420522,0.974752,0.0116411,0.007681194],"study_design_scores_gemma":[0.0006023792,0.00025453,5.843907e-8,0.001143287,0.0005477692,0.00005186842,0.001341059,0.00005195398,0.006089665,0.9643624,0.02468884,0.0008662405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007817736,0.00002290237,0.005953269,0.0001655644,0.002208211,0.007085306,0.0007335335,0.001033643,0.9749798],"genre_scores_gemma":[0.001787388,0.00001563273,0.09380116,0.0001911808,0.002953967,0.0009752926,0.0002537041,0.000759456,0.8992622],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0878479,"threshold_uncertainty_score":0.9999838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2290339235819174,"score_gpt":0.3502925009873313,"score_spread":0.1212585774054139,"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."}}