{"id":"W6969227044","doi":"10.5281/zenodo.5558034","title":"sympy/sympy: SymPy 1.9","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Code (set theory); Source code; Software; Download; Range (aeronautics)","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002271648,0.0002785529,0.0002940355,0.0003613984,0.001963397,0.003644339,0.001137488,0.0001440635,0.6131361],"category_scores_gemma":[0.00007963129,0.000269439,0.0001095632,0.0001805638,0.0002611539,0.000474044,0.001150483,0.000304355,0.02674253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006693847,"about_ca_system_score_gemma":0.000009197647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001405961,"about_ca_topic_score_gemma":0.00001004302,"domain_scores_codex":[0.9982164,0.0001712496,0.0003588102,0.0003955202,0.0004582135,0.000399815],"domain_scores_gemma":[0.9985193,0.00001599655,0.0002712831,0.0006200833,0.0004035335,0.0001698195],"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":[0.000007382569,0.0000439218,1.83224e-7,0.0002465593,0.0000885737,0.000006679532,0.004825423,0.000001166891,0.000007742647,0.1618536,0.8227049,0.01021391],"study_design_scores_gemma":[0.0003048444,0.00008025397,0.000004947621,0.0001850693,0.00002258953,0.0000200822,0.002612822,0.0000453038,0.00001505837,0.0001564757,0.9962263,0.0003262872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002801136,0.0006788052,0.00006294509,0.0007806118,0.000551634,0.0003319517,0.0007540513,0.001459399,0.9953526],"genre_scores_gemma":[0.001571178,0.0006872409,0.00007797695,0.001366215,0.002253788,1.037658e-7,0.01270156,0.007762587,0.9735793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5863935,"threshold_uncertainty_score":0.9999758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04692714438942875,"score_gpt":0.2161211326179974,"score_spread":0.1691939882285687,"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."}}