{"id":"W7093296427","doi":"10.5281/zenodo.17416693","title":"FEniCS/ffcx: v0.10.0","year":2025,"lang":"","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"German Social Sciences and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia Bible College","funders":"","keywords":"Python (programming language); Hash function; Polygon mesh; Quadrilateral; Graph; Source code","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00240752,0.004205016,0.00166144,0.001557151,0.001048712,0.004074228,0.008558723,0.002886719,0.3750636],"category_scores_gemma":[0.00874021,0.003149163,0.003344415,0.001136185,0.001228713,0.006061592,0.005614938,0.005620607,0.3418494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002684333,"about_ca_system_score_gemma":0.002597876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008508069,"about_ca_topic_score_gemma":0.006432404,"domain_scores_codex":[0.9981623,0.0001661738,0.0001547499,0.0003543778,0.000787847,0.0003744706],"domain_scores_gemma":[0.9975368,0.0005205258,0.0001087218,0.0007279473,0.0008947687,0.0002113508],"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":[0.0004260672,0.00007446169,0.001071438,0.0006851129,0.0000623307,0.0001721871,0.0001610442,0.00138246,0.003029568,0.008078598,0.9437147,0.04114204],"study_design_scores_gemma":[0.0003616414,0.00007915492,0.00129048,0.0004328611,0.00004820073,0.0003690144,0.00009236161,0.01034294,0.02231086,0.01065614,0.9538442,0.0001721604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001211152,0.000494977,0.07140417,0.0004912223,0.000575588,0.0002031474,0.02703147,0.8675884,0.03099982],"genre_scores_gemma":[0.01682153,0.0005951316,0.05071769,0.001813114,0.0001657035,0.0007010729,0.07623302,0.7961377,0.05681508],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3750636,"threshold_uncertainty_score":0.8913959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03781808984461381,"score_gpt":0.2743553219708406,"score_spread":0.2365372321262268,"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."}}