{"id":"W4313259465","doi":"10.3390/su15010226","title":"An Exploration of the Decline in E-Scooter Ridership after the Introduction of Mandatory E-Scooter Parking Corrals on Virginia Tech’s Campus in Blacksburg, VA","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Smart Parking Systems Research","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Transportation","keywords":"Quarter (Canadian coin); Transport engineering; Business; Advertising; Engineering; Geography","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":[0.001060766,0.0001115372,0.0001949122,0.0008541181,0.001257835,0.001837117,0.0007247411,0.000669221,0.002220073],"category_scores_gemma":[0.003704221,0.0001754382,0.0002720825,0.001052946,0.0004976298,0.00118646,0.001139975,0.0009938276,0.0004338453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002095168,"about_ca_system_score_gemma":0.001741871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1282115,"about_ca_topic_score_gemma":0.2341419,"domain_scores_codex":[0.9993236,0.0001512159,0.00003835512,0.000118735,0.0001739747,0.0001941795],"domain_scores_gemma":[0.9963326,0.0007339082,0.001020465,0.000137154,0.00109721,0.0006785002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001406746,0.0003244819,0.9705805,0.00003127792,0.00002429959,0.0001904964,0.01475608,0.0001015589,0.0006324339,0.0001406322,0.001388059,0.01168949],"study_design_scores_gemma":[0.000001595842,0.000111925,0.9813611,0.00001068419,0.000003288723,0.00002265461,0.01722477,0.0001265789,0.0001188499,0.00001592861,0.0009976829,0.000004949819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990574,0.00001972776,0.00002852229,0.0001793464,0.000003656955,0.00000636297,0.0001462526,0.000002862984,0.0005558332],"genre_scores_gemma":[0.9985074,0.00003769885,0.00004871884,0.00007895062,0.000006493691,0.00001414521,0.000315201,0.000002712964,0.000988527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1282115,"threshold_uncertainty_score":0.2549305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450742937302442,"score_gpt":0.2783164653009978,"score_spread":0.2638090359279734,"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."}}