{"id":"W4310137665","doi":"10.18280/isi.270511","title":"An Effective Approach for Smart Parking Management","year":2022,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Smart Parking Systems Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Payment; Computer science; Transport engineering; Management system; Parking guidance and information; Space (punctuation); Operations research; Engineering; Operations management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007403,0.0001587812,0.0001756838,0.0003687256,0.0005031247,0.0001888565,0.0002835399,0.00004513187,0.00002377282],"category_scores_gemma":[0.00002526434,0.0001799623,0.00006535347,0.0003951256,0.00003202755,0.001167704,0.00008143295,0.0001637002,0.00001836422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000776857,"about_ca_system_score_gemma":0.0000117447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002247054,"about_ca_topic_score_gemma":0.000001290093,"domain_scores_codex":[0.9986439,0.00009828034,0.0003739377,0.0001292978,0.0003768372,0.0003777199],"domain_scores_gemma":[0.9994307,0.00006184037,0.00007088738,0.0002942671,0.00007288518,0.00006946739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001341974,0.00007165554,0.00318507,0.004241823,0.0003385056,0.000004259539,0.0131122,0.6073864,0.0005643522,0.004862669,0.004516464,0.3615825],"study_design_scores_gemma":[0.0009442448,0.0002523528,0.007996419,0.00005183576,0.00002641562,0.00004664278,0.005442361,0.9129276,0.0008792926,0.0006021626,0.0703847,0.0004459704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2255492,0.0001563697,0.6914821,0.000004795133,0.001036537,0.003933013,0.00008781093,0.001152095,0.07659812],"genre_scores_gemma":[0.9892727,0.000003820895,0.005641265,0.00002448395,0.00007775242,0.00455569,0.0003403792,0.00003309835,0.00005078039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7637236,"threshold_uncertainty_score":0.7338649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130100806241585,"score_gpt":0.2393152429138523,"score_spread":0.2263051622896938,"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."}}