{"id":"W4376464817","doi":"10.2139/ssrn.4445305","title":"Coins, Cards, or Apps: Impact of Payment Methods on Street Parking Occupancy and Wait Times","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Smart Parking Systems Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Occupancy; Payment; Business; Advertising; Transport engineering; Internet privacy; Computer science; Finance; Engineering; Architectural engineering","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":[0.003089907,0.0002119979,0.0003631716,0.0003615629,0.0001030745,0.00005113873,0.0002215371,0.00008804435,0.00004997054],"category_scores_gemma":[0.0001266657,0.0001556482,0.0001442641,0.0004664866,0.00003209449,0.00009024425,0.0000480854,0.001173529,0.00002893991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006154,"about_ca_system_score_gemma":0.0008172244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001353983,"about_ca_topic_score_gemma":0.0002254907,"domain_scores_codex":[0.9969342,0.0002308182,0.0003737274,0.0001819185,0.0004057922,0.001873536],"domain_scores_gemma":[0.9992267,0.0002874501,0.0000804708,0.0002285444,0.00005110988,0.0001256558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00102333,0.0002204988,0.1749734,0.0007325186,0.009315112,0.0002148938,0.002581578,0.0501726,0.03425431,0.01627168,0.02955556,0.6806845],"study_design_scores_gemma":[0.02149919,0.02269122,0.284401,0.006048669,0.0009942979,0.006415749,0.02567638,0.4261262,0.04637497,0.07694505,0.07579365,0.007033697],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881463,0.005633096,0.00387789,0.00004010856,0.0003218852,0.0002988584,0.00001807113,0.0002181274,0.001445642],"genre_scores_gemma":[0.9945927,0.004087601,0.0001737144,0.000002702304,0.0002288937,0.00001311614,0.000004972097,0.00005749649,0.0008388093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6736508,"threshold_uncertainty_score":0.6347148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02563806542032506,"score_gpt":0.3598898341022804,"score_spread":0.3342517686819553,"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."}}