{"id":"W7093093180","doi":"10.5281/zenodo.17410218","title":"JuliaApproximation/ClassicalOrthogonalPolynomials.jl: v0.15.9","year":2025,"lang":"","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mathematical functions and polynomials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Product (mathematics); Set (abstract data type); Component (thermodynamics); Identification (biology); Relation (database)","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022714,0.0009622091,0.001325977,0.001176289,0.00453337,0.002602297,0.002727863,0.0008428859,0.5186508],"category_scores_gemma":[0.006874704,0.0009893382,0.000540774,0.001449292,0.0006547738,0.0002977279,0.002879035,0.001318438,0.1102602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005049102,"about_ca_system_score_gemma":0.00005916434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000235724,"about_ca_topic_score_gemma":0.000001229518,"domain_scores_codex":[0.9929752,0.001372263,0.001749616,0.00152217,0.001167953,0.001212807],"domain_scores_gemma":[0.9941766,0.0005535485,0.0009669083,0.002218052,0.001426925,0.0006579474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009083406,0.0007378649,2.252307e-7,0.001390418,0.0004133066,0.00001177245,0.0004984653,0.000007870446,0.0002812059,0.1738174,0.7619008,0.06084986],"study_design_scores_gemma":[0.001112695,0.000282564,0.00001218394,0.0008625569,0.0003854923,0.0000868217,0.0002497736,0.0008760593,0.0001937267,0.01339532,0.9816589,0.000883856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001084132,0.0003741614,0.05534025,0.002252798,0.0008402949,0.002394072,0.00202808,0.001640034,0.9350219],"genre_scores_gemma":[0.003557734,0.0006460918,0.008191762,0.0005484981,0.001980645,9.56677e-7,0.004336107,0.01334447,0.9673938],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4083907,"threshold_uncertainty_score":0.9992557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04886290544161724,"score_gpt":0.2787073478758556,"score_spread":0.2298444424342383,"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."}}