{"id":"W4416132484","doi":"10.1145/3736425.3770111","title":"METIS: Crowdsourced Lane Line Map Construction","year":2025,"lang":"","type":"article","venue":"","topic":"Automated Road and Building Extraction","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metis; Scalability; Pipeline (software); Outlier; Segmentation; Zoom; Automation; Visualization; Perception; Graph","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001589406,0.0002717568,0.0002905623,0.0003078067,0.0001609941,0.0001230317,0.0001235586,0.000340736,0.001674379],"category_scores_gemma":[0.00003515134,0.000275803,0.0001090937,0.0004723632,0.00005989779,0.0001933759,0.00004399758,0.0003895409,0.0004290252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474814,"about_ca_system_score_gemma":0.00004038968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001465141,"about_ca_topic_score_gemma":0.00001677766,"domain_scores_codex":[0.998735,0.00003515688,0.0004475184,0.0003001093,0.0001445578,0.0003377062],"domain_scores_gemma":[0.9994569,0.000065219,0.00006396638,0.0002784354,0.00006516346,0.0000702448],"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":[0.000176476,0.0003422644,0.003779007,0.002801046,0.001975671,0.00006323068,0.0004539977,0.1620836,0.1796018,0.0691576,0.09585927,0.4837061],"study_design_scores_gemma":[0.002110779,0.0001300151,0.005180552,0.001077331,0.0006068848,0.00009543089,0.0007853429,0.4864207,0.1582079,0.001984632,0.3423431,0.001057318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2305989,0.004925313,0.6145107,0.002788649,0.01809616,0.0006898449,0.00002845229,0.004360756,0.1240012],"genre_scores_gemma":[0.9668193,0.0003628237,0.01364621,0.0001141938,0.0003454274,0.00001036264,0.00002451966,0.00003552714,0.01864159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7362204,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005508394288149851,"score_gpt":0.2317908609230631,"score_spread":0.2262824666349133,"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."}}