{"id":"W2179668899","doi":"10.1109/tits.2015.2503598","title":"On the Design of Campus Parking Systems With QoS Guarantees","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Intelligent Transportation Systems","topic":"Smart Parking Systems Research","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Science Foundation Ireland","keywords":"Quality of service; Computer science; Aside; Contingency; Set (abstract data type); Service (business); Quality (philosophy); Service quality; Transport engineering; Computer network; Computer security; Engineering; Business; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001258494,0.000772776,0.0007654984,0.0004281595,0.0009674191,0.002339407,0.001360596,0.00100552,0.006885408],"category_scores_gemma":[0.004720856,0.0006184231,0.0005519686,0.0006662231,0.001044782,0.002051117,0.00195241,0.001015949,0.0009981452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443801,"about_ca_system_score_gemma":0.00127696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003387368,"about_ca_topic_score_gemma":0.003722285,"domain_scores_codex":[0.9988875,0.0004130047,0.00006129261,0.0001711014,0.0002234858,0.0002436117],"domain_scores_gemma":[0.9983367,0.0008555091,0.0001321437,0.000143795,0.0003697336,0.0001620933],"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":[0.0002762333,0.00007664565,0.0008616418,0.0002194927,0.00004339045,0.0001659541,0.0002575357,0.8073823,0.005493236,0.1306082,0.00433221,0.05028309],"study_design_scores_gemma":[0.00002447997,0.00005939561,0.0001135374,0.000019593,0.00001444223,0.0000508226,0.00008554834,0.9708295,0.0008314321,0.02407429,0.003884972,0.00001201542],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0574334,0.001138891,0.9187536,0.001228664,0.0001397749,0.0001564172,0.0001571173,0.0004852973,0.02050679],"genre_scores_gemma":[0.8792359,0.0009827623,0.1112077,0.0002300727,0.00009948746,0.0001687288,0.0001243996,0.0001571278,0.007794041],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006885408,"threshold_uncertainty_score":0.02303398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06144123235169786,"score_gpt":0.2559997443701323,"score_spread":0.1945585120184345,"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."}}