{"id":"W4404564271","doi":"10.1109/uemcon62879.2024.10754683","title":"Sidewalk-Based Accessible Pedestrian Routing","year":2024,"lang":"en","type":"article","venue":"","topic":"Smart Parking Systems Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Trinity Western University; Western University","funders":"","keywords":"Pedestrian; Computer science; Routing (electronic design automation); Pedestrian detection; Computer network; Transport engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002912193,0.0001005251,0.0001000585,0.0001763535,0.00004003925,0.0003247917,0.0001595051,0.00005732992,0.0005235779],"category_scores_gemma":[0.0000410029,0.00008856833,0.00005064452,0.0004120328,0.00001141539,0.0001335985,0.00002269135,0.0001753067,0.0008899679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000876699,"about_ca_system_score_gemma":0.00005945738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001223851,"about_ca_topic_score_gemma":0.00005000116,"domain_scores_codex":[0.9991381,0.00002125269,0.0001667235,0.0001588551,0.0002189663,0.0002961732],"domain_scores_gemma":[0.9995376,0.0001702523,0.00000410824,0.0001994088,0.00001656687,0.00007200204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002597349,0.0000828198,0.06721777,0.00876064,0.0006342786,0.001278409,0.001274798,0.2095167,0.1145294,0.01263211,0.3837464,0.2003007],"study_design_scores_gemma":[0.0001353945,0.00001243441,0.0009329752,0.0002095898,0.000005764795,0.000008104284,0.0000442589,0.8949927,0.02160133,0.00006546386,0.08179671,0.0001952899],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.32342,0.002762622,0.07570618,0.0005348356,0.003311181,0.0005039264,0.000008522925,0.008485401,0.5852673],"genre_scores_gemma":[0.9963689,0.00000408208,0.0004637159,0.0000147756,0.0002803069,0.00002507539,0.000003507372,0.00004695166,0.002792718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6854759,"threshold_uncertainty_score":0.9998879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02393413119213684,"score_gpt":0.285590498366265,"score_spread":0.2616563671741282,"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."}}