{"id":"W4407870762","doi":"10.5206/mt.v5i1.21835","title":"Meta-programming with Maple and C","year":2025,"lang":"en","type":"article","venue":"Maple Transactions","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Maple; Computer science; Programming language; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00300505,0.0014163,0.0009410689,0.001787505,0.001059134,0.004055411,0.003973347,0.001435978,0.01960839],"category_scores_gemma":[0.01231483,0.001301273,0.003238867,0.001465532,0.001250066,0.004581434,0.003666925,0.005090551,0.01078186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008359908,"about_ca_system_score_gemma":0.001768528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161809,"about_ca_topic_score_gemma":0.001211335,"domain_scores_codex":[0.9975169,0.0006758872,0.000274761,0.0004133222,0.0008487564,0.0002703184],"domain_scores_gemma":[0.9937661,0.00321655,0.0003421784,0.001520778,0.0008599929,0.0002945096],"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":[0.0005083886,0.000231005,0.001590323,0.001865431,0.0003523834,0.0008901488,0.001094225,0.05243445,0.01281173,0.4165145,0.1534272,0.3582802],"study_design_scores_gemma":[0.0001436259,0.00009469924,0.0004162851,0.0004449802,0.0001004385,0.0009278606,0.0001125482,0.18951,0.02841059,0.2999238,0.4797103,0.0002048897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007961296,0.000146301,0.9592727,0.0002925344,0.0001096196,0.00006181975,0.0004430478,0.03258273,0.006295084],"genre_scores_gemma":[0.02658839,0.000383154,0.9520815,0.0005403216,0.0001297103,0.000519797,0.001392122,0.01288667,0.005478349],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01960839,"threshold_uncertainty_score":0.06559658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494858422699479,"score_gpt":0.2339674928339503,"score_spread":0.2090189086069555,"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."}}