{"id":"W7077974697","doi":"","title":"A Workflow for Map Creation in Autonomous Vehicle Simulations","year":2025,"lang":"en","type":"article","venue":"ArXiv.org","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workflow; Flexibility (engineering); Automation; Focus (optics); Limiting; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00383017,0.001770952,0.00104014,0.001772689,0.002249738,0.003893025,0.00323445,0.001695769,0.02042418],"category_scores_gemma":[0.0074613,0.00155126,0.002658234,0.001207676,0.001166305,0.002215735,0.004372924,0.002896348,0.009931639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001973724,"about_ca_system_score_gemma":0.004511244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01354886,"about_ca_topic_score_gemma":0.01143296,"domain_scores_codex":[0.9984007,0.0003313792,0.0002589476,0.0003087462,0.0005274321,0.0001727073],"domain_scores_gemma":[0.9962716,0.00114157,0.0001237182,0.001022636,0.001013962,0.0004264211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001193136,0.0008567417,0.007415105,0.001345969,0.000303658,0.002596582,0.004210809,0.2417692,0.03852511,0.1544599,0.1619521,0.3853717],"study_design_scores_gemma":[0.000328128,0.0000912673,0.001211259,0.0003197729,0.00006589221,0.0004824809,0.0003766506,0.5363446,0.02844067,0.08809169,0.3440295,0.0002180389],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002376583,0.00008812525,0.9209521,0.0002706286,0.0001259574,0.0005039773,0.002351554,0.06626519,0.007065939],"genre_scores_gemma":[0.04917162,0.0003027361,0.9215698,0.0002224626,0.00004395508,0.001200149,0.007869669,0.01209504,0.007524506],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02042418,"threshold_uncertainty_score":0.0683257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466064204973431,"score_gpt":0.2700798912784514,"score_spread":0.2454192492287171,"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."}}