{"id":"W6893015468","doi":"10.5281/zenodo.1308868","title":"Singularity 2.5.2 - Linux application and environment containers for science","year":2018,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Singularity; Container (type theory); Software; Key (lock); Interface (matter)","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":[0.002485877,0.001641542,0.001029182,0.001652131,0.001134358,0.004253832,0.002858544,0.001442591,0.06073833],"category_scores_gemma":[0.005891711,0.001275517,0.001059501,0.001545862,0.0009691789,0.00550194,0.00496256,0.002795583,0.0814481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076575,"about_ca_system_score_gemma":0.002638655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003440266,"about_ca_topic_score_gemma":0.001999865,"domain_scores_codex":[0.9981111,0.0002725041,0.0001498661,0.0003102825,0.0008067996,0.0003493867],"domain_scores_gemma":[0.9973013,0.0002769699,0.0001416413,0.001027369,0.0007032764,0.0005495879],"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":[0.001099171,0.0002046274,0.001050955,0.0005177145,0.00005617062,0.0002207818,0.0003906202,0.002387546,0.01099522,0.05557115,0.8177706,0.1097355],"study_design_scores_gemma":[0.000200855,0.00009816786,0.001017484,0.000103108,0.00003147527,0.00023836,0.0000421507,0.009708767,0.01007649,0.01485967,0.963519,0.0001045988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.007090746,0.001080879,0.188256,0.001202113,0.0005421974,0.0005104719,0.009885631,0.6488283,0.1426037],"genre_scores_gemma":[0.1114597,0.002456167,0.2219353,0.00160075,0.0006127034,0.001139269,0.07951824,0.3330938,0.2481841],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.06073833,"threshold_uncertainty_score":0.20319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420215229155723,"score_gpt":0.2521887370330587,"score_spread":0.2279865847415015,"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."}}