{"id":"W6923536117","doi":"10.14279/depositonce-12677","title":"Safety Related Behaviors and Law Adherence of Shared E-Scooter Riders in Germany","year":2021,"lang":"en","type":"article","venue":"DepositOnce","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enforcement; Quarter (Canadian coin); Dual (grammatical number); Law enforcement; Point (geometry); Key (lock)","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":[0.0007094594,0.0002169559,0.0003163995,0.001388735,0.0003406969,0.0007042616,0.0004167231,0.0003688016,0.001744789],"category_scores_gemma":[0.002279352,0.0001895361,0.0003208707,0.001235726,0.0004213975,0.0005506468,0.0008022743,0.0003977796,0.0002414719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009281762,"about_ca_system_score_gemma":0.0005579022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0441288,"about_ca_topic_score_gemma":0.04391874,"domain_scores_codex":[0.9992637,0.0001028558,0.0001161004,0.0001702705,0.0001994623,0.0001476575],"domain_scores_gemma":[0.998796,0.0001808253,0.0005562485,0.00008541206,0.0001855677,0.0001959137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004938853,0.0001634933,0.9844919,0.00005547582,0.00006932322,0.0002016079,0.002751427,0.0001536836,0.0003618882,0.00008692767,0.0002539782,0.01136088],"study_design_scores_gemma":[0.0000010255,0.00005409801,0.9982968,0.00001556392,0.00001054966,0.00006472738,0.001127825,0.0001295706,0.00005292441,0.000008972502,0.000233167,0.00000485598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994408,0.0000881598,0.00003723253,0.0000266077,0.000002264985,0.000004884866,0.0001575942,0.000001758865,0.000240635],"genre_scores_gemma":[0.9994809,0.0001023262,0.00005035304,0.000008891087,0.000001884563,0.000005410592,0.0001662805,8.21651e-7,0.0001830932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0441288,"threshold_uncertainty_score":0.08774388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472742581262595,"score_gpt":0.2884603649613007,"score_spread":0.2737329391486747,"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."}}