{"id":"W6912972253","doi":"10.5281/zenodo.7897543","title":"Ouranosinc/xscen: v0.6.0","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ouranos","funders":"","keywords":"Argument (complex analysis); Function (biology); Documentation; Pascal (unit); Feature (linguistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003226642,0.004016612,0.002073067,0.003503182,0.00186824,0.009621567,0.007222075,0.00339129,0.6651978],"category_scores_gemma":[0.01770635,0.004167125,0.003055928,0.003639077,0.001524516,0.008642396,0.00702428,0.005156858,0.8126436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00288507,"about_ca_system_score_gemma":0.003062911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341779,"about_ca_topic_score_gemma":0.006984128,"domain_scores_codex":[0.9976459,0.0003517042,0.0001957794,0.0004004809,0.00110331,0.0003027915],"domain_scores_gemma":[0.9954458,0.0006516521,0.0001654376,0.001528955,0.001826103,0.000382039],"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":[0.00005816073,0.000007795144,0.00009893635,0.0002139419,0.00001049063,0.00003450214,0.00006375833,0.0001163637,0.0002001822,0.00208461,0.986492,0.0106193],"study_design_scores_gemma":[0.00004710195,0.000008484778,0.0002172761,0.000137112,0.000008008343,0.00007722204,0.00002686001,0.0002599106,0.0009179274,0.002178497,0.9960707,0.00005085655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0002597249,0.0004714309,0.02588195,0.0007020644,0.00119121,0.0002906405,0.1150179,0.7562135,0.09997153],"genre_scores_gemma":[0.002823374,0.0005514551,0.01329307,0.0009101916,0.0002944317,0.0005729448,0.1412844,0.7587927,0.08147751],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.6651978,"threshold_uncertainty_score":0.4775546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297770416073585,"score_gpt":0.2599425482352015,"score_spread":0.2169648440744656,"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."}}