{"id":"W4255780139","doi":"10.32920/ryerson.14656587.v1","title":"Disney2Go : Solution to Overcrowded Theme parks : Tech Based Crowd Mitigation Tool","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Global Positioning System; General partnership; Theme park; MAGIC (telescope); Entertainment; Theme (computing); Computer science; Geography; Business; Visual arts; World Wide Web; Tourism; Art","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002166138,0.00035543,0.0003085972,0.0001679215,0.00007294618,0.0002672193,0.0002468949,0.0004509929,0.0008756554],"category_scores_gemma":[0.00008841073,0.0003897329,0.000189069,0.0002484429,0.0000185748,0.0001209974,0.0001962752,0.0005082958,0.00009088814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003558703,"about_ca_system_score_gemma":0.000145013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004109546,"about_ca_topic_score_gemma":0.0002557535,"domain_scores_codex":[0.9983988,0.00004189448,0.0004461033,0.0004373801,0.0003528814,0.000322888],"domain_scores_gemma":[0.9989315,0.00005272113,0.00004901714,0.0006741071,0.0001651715,0.0001275221],"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":[0.00002128712,0.0001106374,0.0005910347,0.0007153379,0.00016447,0.00001261111,0.0006238293,0.9149444,0.05367437,0.002517616,0.01044676,0.01617766],"study_design_scores_gemma":[0.0003047949,0.00001452596,0.004079743,0.0002295199,0.00004823059,0.000001647514,0.0001206183,0.9744779,0.01750556,0.0006034489,0.001932204,0.0006817954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2153399,0.00009363912,0.7675418,0.0007276993,0.0009913223,0.0006221607,0.00005501609,0.00105355,0.01357483],"genre_scores_gemma":[0.9765915,0.00002775344,0.0206681,0.0005126334,0.0001394706,0.0002123186,0.0009253421,0.00007851786,0.0008443858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7612516,"threshold_uncertainty_score":0.9998555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025576971380102,"score_gpt":0.232486228965524,"score_spread":0.222230459251723,"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."}}