{"id":"W3210422755","doi":"10.5281/zenodo.1298400","title":"CESNET/simplesamlphp: v1.15.4","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","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":[0.00148299,0.002259968,0.001498291,0.001488868,0.0007162385,0.002521466,0.004432885,0.003142017,0.1878924],"category_scores_gemma":[0.005602319,0.001429756,0.001209162,0.001300018,0.0007223753,0.00323592,0.00346889,0.002314209,0.2314367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027161,"about_ca_system_score_gemma":0.001028915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002479839,"about_ca_topic_score_gemma":0.001932911,"domain_scores_codex":[0.9988267,0.0001669236,0.00009715521,0.0002121842,0.0004745529,0.0002224047],"domain_scores_gemma":[0.9982625,0.0004508584,0.00008429347,0.0006168851,0.0004206229,0.000164864],"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":[0.0008548543,0.0001000588,0.0005996801,0.000605404,0.00004946201,0.000192077,0.0001023393,0.002018719,0.007024544,0.008500782,0.9470727,0.03287933],"study_design_scores_gemma":[0.0004747981,0.00009944605,0.0008042921,0.0001318186,0.0000363273,0.0003833396,0.00006102586,0.03082432,0.03348865,0.01562412,0.9179286,0.0001432989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002964162,0.0002384459,0.07113428,0.0004704327,0.0004355309,0.0002438597,0.03321547,0.8467801,0.04451774],"genre_scores_gemma":[0.07484067,0.001041514,0.07201879,0.002202806,0.0005090819,0.00104791,0.2738929,0.4514492,0.1229972],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1878924,"threshold_uncertainty_score":0.6285628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396584945712413,"score_gpt":0.2551623839786987,"score_spread":0.2155038894074574,"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."}}