{"id":"W6893633029","doi":"10.5281/zenodo.3989073","title":"hpcng/singularity: Singularity 3.6.0","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Singularity; Mistake; Sign (mathematics); Signature (topology); Header; Container (type 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":[0.003551669,0.001801868,0.001101085,0.001470942,0.001119485,0.005544756,0.004756278,0.002147761,0.2029753],"category_scores_gemma":[0.02252064,0.00243386,0.00168524,0.001081789,0.001161881,0.00729679,0.004545954,0.004944055,0.239787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002181348,"about_ca_system_score_gemma":0.002638229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005247409,"about_ca_topic_score_gemma":0.002956265,"domain_scores_codex":[0.9958712,0.0004470654,0.0003200902,0.0005166598,0.002158196,0.0006867779],"domain_scores_gemma":[0.9937697,0.000838489,0.0003133451,0.002472232,0.002156132,0.0004501137],"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":[0.0006194552,0.00004808285,0.000496044,0.000348913,0.00003330668,0.000188686,0.0002697632,0.0006555236,0.003261521,0.01409324,0.9286669,0.05131853],"study_design_scores_gemma":[0.0001985751,0.000086767,0.0008092955,0.000213081,0.00002731211,0.0004399683,0.00008437251,0.004833306,0.01031924,0.01395886,0.968838,0.0001912525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002109927,0.0003937152,0.08714139,0.0009420387,0.0009030566,0.000349377,0.01097228,0.8192427,0.07794542],"genre_scores_gemma":[0.0503063,0.0008710942,0.07853631,0.002867324,0.0005502375,0.0007015411,0.07686829,0.6323314,0.1569676],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2029753,"threshold_uncertainty_score":0.67902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04127171532967543,"score_gpt":0.2535890213009437,"score_spread":0.2123173059712683,"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."}}