{"id":"W4399352877","doi":"10.21428/d82e957c.abc3243f","title":"Detection of Micromobility Vehicles in Urban Traffic Videos","year":2024,"lang":"en","type":"article","venue":"","topic":"Vehicle License Plate Recognition","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec; Polytechnique Montréal","funders":"","keywords":"Internet privacy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001153325,0.00006791147,0.00008909503,0.0001308788,0.000005889677,0.00001399554,0.000031911,0.00006654437,0.0000479585],"category_scores_gemma":[0.000007180729,0.00006868556,0.00003659698,0.000250383,0.00001229897,0.0001184435,0.000005250394,0.0001157594,0.00006683152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006276327,"about_ca_system_score_gemma":0.000005769297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002766032,"about_ca_topic_score_gemma":0.0001941164,"domain_scores_codex":[0.9995406,0.00001409584,0.0001771397,0.0001069101,0.00005571961,0.0001054996],"domain_scores_gemma":[0.9998318,0.00005658078,0.000005302462,0.00007511851,0.00001090665,0.00002030024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005710454,0.00002111679,0.0001791612,0.0003614513,0.00001790566,0.000006845714,0.0003590378,0.006040908,0.7986186,0.00001629398,0.00007610791,0.1942969],"study_design_scores_gemma":[0.0001243262,0.00002275101,0.006453447,0.00008977846,0.000009114179,0.00001146105,0.00006231966,0.415269,0.5771016,0.00008592011,0.0006601468,0.0001100744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971068,0.0004868011,0.00064052,0.00001282915,0.0001734622,0.000102266,0.000004723749,0.0004369274,0.001035701],"genre_scores_gemma":[0.9997531,0.0000336594,0.0001298008,0.000003004942,0.00002877952,0.000009496243,0.000002912674,0.00001610609,0.00002317011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4092281,"threshold_uncertainty_score":0.2800916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007614639025729262,"score_gpt":0.199764005116083,"score_spread":0.1921493660903537,"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."}}