{"id":"W7087503522","doi":"10.5281/zenodo.17314841","title":"JuliaApproximation/MultivariateOrthogonalPolynomials.jl: v0.9.2","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Variable (mathematics); Relation (database); Order (exchange); Product (mathematics); Set (abstract data type)","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":[0.001391469,0.001848605,0.0007183189,0.001859867,0.0007727746,0.002882999,0.001093614,0.0007166981,0.1016329],"category_scores_gemma":[0.002629967,0.000677405,0.0007491041,0.001783589,0.0009811602,0.002472208,0.002352113,0.00356003,0.06634001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010729,"about_ca_system_score_gemma":0.0006333177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136321,"about_ca_topic_score_gemma":0.001507127,"domain_scores_codex":[0.9991559,0.0001685954,0.00004570155,0.0001883778,0.000359278,0.00008223394],"domain_scores_gemma":[0.9994012,0.0001119018,0.00005771152,0.0002048187,0.0001749977,0.00004937335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001372599,0.0000780053,0.0002579746,0.0003425007,0.00003895494,0.0001033469,0.0001094904,0.002914726,0.004001147,0.4597808,0.2289447,0.3032912],"study_design_scores_gemma":[0.00006190136,0.00004916716,0.0005896333,0.0001407787,0.00002332325,0.0002687967,0.00005181907,0.02885006,0.01108687,0.4719236,0.4868881,0.0000659895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.004050573,0.004189891,0.7238296,0.001557078,0.002128714,0.0001860769,0.004215667,0.009862198,0.2499803],"genre_scores_gemma":[0.1393797,0.006219215,0.5577547,0.001852005,0.002635038,0.0007493715,0.008514144,0.02333925,0.2595566],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1016329,"threshold_uncertainty_score":0.339996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461504068519461,"score_gpt":0.2119462740198199,"score_spread":0.1973312333346253,"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."}}