{"id":"W4396894783","doi":"10.1080/15568318.2024.2350946","title":"The impact of bicycle theft on ridership behavior","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Transportation","topic":"Smart Parking Systems Research","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Transport engineering; Business; Computer security; Engineering; 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":[0.0005275036,0.00008495565,0.0001037081,0.0003298694,0.00003309709,0.0001011513,0.0002784063,0.000039104,0.00005240062],"category_scores_gemma":[0.0000421817,0.00005607234,0.0001899327,0.0001804704,0.00003408937,0.0002802626,0.00000198438,0.0002195142,0.00000587045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003312139,"about_ca_system_score_gemma":0.0001349901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000153916,"about_ca_topic_score_gemma":0.00001324299,"domain_scores_codex":[0.9987797,0.00002597302,0.0004068236,0.00005835958,0.0005640319,0.0001651409],"domain_scores_gemma":[0.9990513,0.0002184607,0.00007313022,0.00007558116,0.0005383542,0.00004322938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001194918,0.0003488726,0.08555233,0.0007277815,0.003584218,0.004223312,0.0128039,0.7582704,0.02575201,0.04591822,0.01331998,0.04830406],"study_design_scores_gemma":[0.00147719,0.001115292,0.9278656,0.0009480497,0.0001459813,0.0001681442,0.009032961,0.01409546,0.02279758,0.00496419,0.01698812,0.0004013919],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966005,0.0006694649,0.0009355616,0.0001451539,0.0006568709,0.0001290821,0.00001355896,0.00003147101,0.0008183421],"genre_scores_gemma":[0.9991837,0.0001095605,0.00001689224,0.000001400046,0.0002025432,0.00000967209,0.000006303006,0.00002182477,0.0004480844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8423133,"threshold_uncertainty_score":0.2286564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317967319277052,"score_gpt":0.3198056442835319,"score_spread":0.3066259710907614,"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."}}