{"id":"W6949561443","doi":"10.5281/zenodo.3581222","title":"sylabs/singularity: Singularity 3.5.2 Release","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Directory; Permission; Singularity; Login; Cache; Set (abstract data type); Directory service","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":[0.004745546,0.001966825,0.001080598,0.002151497,0.001450875,0.007381447,0.004683445,0.002675335,0.2632875],"category_scores_gemma":[0.03843138,0.002478521,0.001226395,0.001138867,0.001541049,0.008735114,0.005807387,0.005271574,0.3163044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00199517,"about_ca_system_score_gemma":0.002609116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006566719,"about_ca_topic_score_gemma":0.003761747,"domain_scores_codex":[0.9921035,0.0007831222,0.0004978305,0.0008760037,0.004575321,0.00116425],"domain_scores_gemma":[0.9818433,0.001695049,0.0007277068,0.006095728,0.008521717,0.001116614],"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":[0.0006239152,0.00006170843,0.0005009379,0.0002274733,0.00001720372,0.0003705207,0.0002827028,0.0003225797,0.002440724,0.008803026,0.960441,0.02590832],"study_design_scores_gemma":[0.0001459759,0.00009293318,0.0008026283,0.0001447982,0.00001551183,0.0004494705,0.00006369642,0.001360742,0.00428727,0.00471159,0.9878357,0.00008970308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.005150319,0.0008168016,0.02519437,0.002999834,0.001847382,0.0008181581,0.02197549,0.5616615,0.3795361],"genre_scores_gemma":[0.08494098,0.0008544967,0.02382174,0.00681503,0.001540563,0.0009710889,0.08484232,0.4257535,0.3704604],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2632875,"threshold_uncertainty_score":0.8807843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697456154372711,"score_gpt":0.2210041859420826,"score_spread":0.1940296243983555,"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."}}