{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004335504,0.0003159284,0.0003313167,0.0003111774,0.00129149,0.0005533158,0.001123432,0.0002516632,0.224445],"category_scores_gemma":[0.001829495,0.0003303014,0.0000981544,0.0005890158,0.0003795217,0.00007865419,0.0006930689,0.0002928702,0.0982045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001972759,"about_ca_system_score_gemma":0.000009707188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001327644,"about_ca_topic_score_gemma":8.175841e-7,"domain_scores_codex":[0.9976712,0.0002682574,0.0004297929,0.0006141604,0.0005602959,0.0004563172],"domain_scores_gemma":[0.9978352,0.0000947409,0.0003134212,0.0009091911,0.0005474483,0.0002999571],"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":[0.000005773611,0.0001190391,1.423988e-7,0.0001094727,0.00004694771,0.000003004671,0.00006326386,2.934031e-7,0.00004075388,0.3183905,0.6738281,0.007392804],"study_design_scores_gemma":[0.000395497,0.00008315974,0.00002792297,0.0001401551,0.00005949669,0.00004347007,0.00006145789,0.0002977817,0.00003734922,0.01083945,0.9876741,0.0003401635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001235613,0.00003760754,0.1567969,0.0005406635,0.0001253671,0.0006858935,0.002183536,0.002461318,0.8371564],"genre_scores_gemma":[0.005896301,0.0002345819,0.01211907,0.0004819241,0.001490832,0.000001247057,0.01923031,0.02063815,0.9399076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3138461,"threshold_uncertainty_score":0.9999149,"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."}}