{"id":"W4402575766","doi":"10.1145/3641308.3677395","title":"First Workshop on Connected Micromobility for Safe and Sustainable Communities","year":2024,"lang":"en","type":"article","venue":"","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Business; Computer science","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":[0.004941694,0.001492466,0.0007061629,0.0007127672,0.002519241,0.006431761,0.003152801,0.004416009,0.04338859],"category_scores_gemma":[0.00281863,0.0004618651,0.00146594,0.0005698438,0.001435625,0.004426535,0.007687549,0.005461282,0.01221792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00242515,"about_ca_system_score_gemma":0.007394368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003690412,"about_ca_topic_score_gemma":0.007504651,"domain_scores_codex":[0.9980803,0.0005909612,0.00006662731,0.0003375212,0.0004521433,0.000472496],"domain_scores_gemma":[0.9972436,0.0004192622,0.00006147255,0.0001440645,0.000697082,0.001434413],"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":[0.000309812,0.000493612,0.0006743988,0.0008422584,0.00005191441,0.0007455209,0.003040222,0.002652729,0.005103459,0.05290712,0.8573129,0.07586605],"study_design_scores_gemma":[0.00001772241,0.00006451159,0.0002510446,0.0002941969,0.00001015068,0.00006039895,0.001169298,0.0004877443,0.0007268561,0.004391419,0.9925102,0.00001638905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0263934,0.03006786,0.07264264,0.1783288,0.1877943,0.001731354,0.002889816,0.001002603,0.4991493],"genre_scores_gemma":[0.1272129,0.01869858,0.02433125,0.01656781,0.014393,0.001496448,0.003278084,0.0009224524,0.7930995],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04338859,"threshold_uncertainty_score":0.1451492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01733710378419324,"score_gpt":0.2458167802332661,"score_spread":0.2284796764490729,"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."}}