{"id":"W6930667074","doi":"10.5281/zenodo.14952834","title":"DECaPS 3D Dust Map and Stellar Inference Software","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Code (set theory); Stars; Software; Scripting language; Inference; Source code","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":[0.001729102,0.001984512,0.001710422,0.001628487,0.001299448,0.003883685,0.004860634,0.001426695,0.1372516],"category_scores_gemma":[0.007676932,0.002106708,0.002774201,0.001429447,0.0004679755,0.001885058,0.003026481,0.003557512,0.09791568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489937,"about_ca_system_score_gemma":0.002366239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01715927,"about_ca_topic_score_gemma":0.02405735,"domain_scores_codex":[0.9992365,0.0001005457,0.00005541596,0.0002796994,0.0002486526,0.0000792957],"domain_scores_gemma":[0.9986497,0.0004601131,0.00007531117,0.000307817,0.0004164136,0.00009062386],"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":[0.0004307844,0.0001023242,0.008781755,0.001233977,0.0006722455,0.0002742016,0.0004652451,0.02437112,0.002519867,0.01449524,0.8688979,0.07775519],"study_design_scores_gemma":[0.0004644966,0.00006073206,0.006696883,0.0003669503,0.0002684499,0.0005022549,0.0003306908,0.1535957,0.01280301,0.06269851,0.7619921,0.0002201951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.008580975,0.001068274,0.2523354,0.0007969898,0.0009362305,0.0004304701,0.285234,0.4242454,0.02637216],"genre_scores_gemma":[0.05405983,0.0007003847,0.4546092,0.001543907,0.0002767655,0.00173877,0.3050862,0.158947,0.02303812],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1372516,"threshold_uncertainty_score":0.4591523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03734792617816177,"score_gpt":0.2928180781249828,"score_spread":0.255470151946821,"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."}}