{"id":"W6930289251","doi":"10.5281/zenodo.1303432","title":"sympy/sympy: SymPy 1.2rc1","year":2018,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Code (set theory); Source code; Software; MD5","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":["insufficient_payload"],"category_scores_codex":[0.00148039,0.00267358,0.00157594,0.002680258,0.001980519,0.00627715,0.00402684,0.00199171,0.7786494],"category_scores_gemma":[0.008741392,0.002172051,0.001502768,0.003284122,0.000668058,0.01041637,0.006096357,0.003091399,0.8603171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002124194,"about_ca_system_score_gemma":0.002506971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01213247,"about_ca_topic_score_gemma":0.009309827,"domain_scores_codex":[0.9984113,0.0001434078,0.0001215033,0.0003182811,0.0007240399,0.0002814267],"domain_scores_gemma":[0.9957562,0.0004191674,0.0001904237,0.001047954,0.001909063,0.0006771276],"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":[0.00003669872,0.000007720677,0.00004250375,0.0001250058,0.000002589583,0.00001731242,0.00003919291,0.00003594942,0.0002868663,0.0007143225,0.9900156,0.008676201],"study_design_scores_gemma":[0.00002489598,0.00001023845,0.000273338,0.00004892924,0.000004043964,0.00005453571,0.00004537241,0.000117767,0.0007878035,0.0005018434,0.9981101,0.00002133446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.0009637871,0.000755343,0.02259356,0.001657535,0.001621744,0.0004685818,0.1753224,0.3788261,0.417791],"genre_scores_gemma":[0.005427126,0.0007129416,0.01352534,0.001133419,0.0005053204,0.0006037048,0.2163237,0.3820153,0.3797533],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2213506,"threshold_uncertainty_score":0.3157297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08134572539947015,"score_gpt":0.3282212698015511,"score_spread":0.2468755444020809,"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."}}