{"id":"W6949331303","doi":"10.5281/zenodo.16877666","title":"LVIS Product Data Viewer","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Systems Engineering Methodologies and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Code (set theory); Product (mathematics); Visualization; Data access; Information visualization","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004595591,0.000198253,0.0002229722,0.0002733601,0.0003166681,0.0002685887,0.001827947,0.000112447,0.01230137],"category_scores_gemma":[0.0005045357,0.0002116735,0.00003342089,0.0004284284,0.00004728641,0.00005864067,0.001162917,0.0002704136,0.005624811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007075983,"about_ca_system_score_gemma":0.000002687263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002228973,"about_ca_topic_score_gemma":3.633935e-7,"domain_scores_codex":[0.9987916,0.0001122441,0.0002010936,0.0004506798,0.0001778281,0.0002665167],"domain_scores_gemma":[0.9981447,0.00002296174,0.00004948966,0.001618042,0.0001034469,0.00006137251],"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":[9.294197e-7,0.0000117545,5.301843e-8,0.0003002515,0.00006999787,0.000001415956,0.00002450802,0.0002398659,0.0002042126,0.0009887116,0.9153044,0.08285389],"study_design_scores_gemma":[0.00009058585,0.000009385504,0.000008788589,0.0001254339,0.00002203096,0.00001283104,0.00001922071,0.001024002,0.00005133107,0.00002741746,0.9984094,0.0001995699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002412686,0.002224246,0.06414925,0.0001227336,0.0004457847,0.0005521603,0.00144615,0.005599589,0.9254577],"genre_scores_gemma":[0.001745583,0.006083001,0.01830409,0.0001098133,0.002810778,6.758409e-7,0.02689193,0.03378874,0.9102654],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.083105,"threshold_uncertainty_score":0.9951494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08841549058558075,"score_gpt":0.2821276934345758,"score_spread":0.193712202848995,"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."}}