{"id":"W4415749762","doi":"10.1007/978-3-032-09645-6_16","title":"Software Portability for Computer Algebra","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Software portability; Axiom; Software; Software system; Software development; Meaning (existential); Software construction","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"],"consensus_categories":[],"category_scores_codex":[0.001502655,0.0007147879,0.0008830014,0.0006873888,0.0004056037,0.0008497844,0.004367456,0.00053477,0.000017434],"category_scores_gemma":[0.000179598,0.0006235936,0.0003557632,0.0006324778,0.000648596,0.0005206997,0.001708618,0.0006826796,0.00003502197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405316,"about_ca_system_score_gemma":0.001018529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000458013,"about_ca_topic_score_gemma":0.0001094748,"domain_scores_codex":[0.9948449,0.00004806506,0.0008287703,0.002410249,0.0008954069,0.0009726318],"domain_scores_gemma":[0.9956841,0.0009829657,0.0004005175,0.002157408,0.0005519568,0.0002230652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005713882,0.00004211356,0.0002135196,0.0001925219,0.00002228478,0.0000322318,0.0003129577,0.001687825,0.000003519304,0.1959971,0.0003350249,0.8011551],"study_design_scores_gemma":[0.0005430851,0.0004148177,0.0002012267,0.0001629321,0.00002179201,0.00005474237,1.483005e-7,0.213806,0.0002557706,0.7458307,0.03756641,0.001142406],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000007427437,0.0005363214,0.9895608,0.0005101469,0.005590141,0.001279934,0.000008683439,0.0004588869,0.002047692],"genre_scores_gemma":[0.04486806,0.00001755506,0.9487984,0.002525086,0.001395224,0.00007735533,0.0000284934,0.00004781,0.002242056],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8000128,"threshold_uncertainty_score":0.9996215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912915398348664,"score_gpt":0.2514721356310948,"score_spread":0.2323429816476082,"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."}}