{"id":"W6968852020","doi":"10.5281/zenodo.581384","title":"opesci/devito: Devito-3.0","year":2017,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Compiler; Loop (graph theory); Code (set theory); SIMD; Code generation; Parallelism (grammar); Syntax; Vectorization (mathematics); Tree (set theory)","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":[0.001777743,0.00221198,0.0009450435,0.001848813,0.0006415402,0.002600229,0.004464,0.001431975,0.1364469],"category_scores_gemma":[0.004922212,0.00148729,0.001548135,0.0009719289,0.0008791935,0.003482079,0.00359447,0.003741563,0.1215717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086333,"about_ca_system_score_gemma":0.002014101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699945,"about_ca_topic_score_gemma":0.002439333,"domain_scores_codex":[0.9987665,0.0001249755,0.00008320354,0.0002255972,0.0006115852,0.0001881024],"domain_scores_gemma":[0.998516,0.0002352344,0.0001040969,0.0005036927,0.0004610679,0.0001798637],"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":[0.0006654012,0.0002182791,0.001389326,0.001148534,0.0001665814,0.0003376422,0.0002880907,0.003945681,0.02039405,0.03622613,0.7784231,0.1567972],"study_design_scores_gemma":[0.0001915527,0.00009178044,0.0007025332,0.0001704257,0.00003255924,0.0003095508,0.00003161609,0.009421177,0.01920329,0.009817312,0.9598863,0.00014199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.004427126,0.0006425451,0.1548798,0.0004271529,0.0006551623,0.0004673503,0.02117702,0.7220652,0.09525862],"genre_scores_gemma":[0.04141176,0.0009617211,0.1266686,0.001027275,0.0003405861,0.001115051,0.1046834,0.6160985,0.1076931],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1364469,"threshold_uncertainty_score":0.4564603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05972996895030221,"score_gpt":0.2602135677369908,"score_spread":0.2004835987866886,"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."}}