{"id":"W2916926104","doi":"10.18429/jacow-ipac2015-mopwi050","title":"Open XAL Status Report 2015","year":2015,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Oak Ridge National Laboratory; Spallation Neutron Source; Open source; National laboratory; Computer science; Operating system; Port (circuit theory); Architecture; Open architecture; Particle accelerator; Neutron source; Engineering; Software; Physics; Nuclear physics; Neutron; Engineering physics; Geography; Electrical engineering; Civil engineering","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02290606,0.001649546,0.001300209,0.005857903,0.003037613,0.01784981,0.004522454,0.005183535,0.1972432],"category_scores_gemma":[0.02885948,0.001091678,0.001240583,0.003489237,0.001650662,0.01717072,0.008623335,0.004616965,0.2404048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005115748,"about_ca_system_score_gemma":0.01236646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008389513,"about_ca_topic_score_gemma":0.003693444,"domain_scores_codex":[0.9898508,0.001382287,0.0007760177,0.0008508792,0.005790825,0.001349328],"domain_scores_gemma":[0.9761612,0.002622199,0.00118148,0.004020656,0.01182621,0.004188322],"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":[0.0003447719,0.000245695,0.0007001791,0.0006054248,0.00002187962,0.0001411441,0.0001946036,0.0004962069,0.001983314,0.03521723,0.8594215,0.1006281],"study_design_scores_gemma":[0.00002083715,0.00004199365,0.0002508126,0.000127686,0.000005238817,0.00003387756,0.00003909904,0.0002279632,0.0008849273,0.001942084,0.9964069,0.00001852811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006589832,0.01363571,0.06100226,0.04680468,0.03121276,0.003661822,0.07666312,0.05177217,0.7086576],"genre_scores_gemma":[0.01861498,0.0098415,0.04296432,0.007172688,0.006675455,0.003376912,0.1732286,0.01682724,0.7212983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9821502,"threshold_uncertainty_score":0.6598443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319044171218042,"score_gpt":0.2817071397594273,"score_spread":0.2498027226376232,"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."}}