{"id":"W4254317802","doi":"10.5383/jttm.01.02.004","title":"https://iasks.org/articles/jttm-v01-i2-pp-27-34.pdf","year":2019,"lang":"en","type":"article","venue":"International Journal of Traffic and Transportation Management","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wolkite University; Universiteit Hasselt","keywords":"Pedestrian; Vendor; Transport engineering; Preferred walking speed; Computer science; Simulation; Engineering; Physical medicine and rehabilitation; Medicine; Business; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009877472,0.0008452257,0.0006715473,0.003795272,0.0009073755,0.004379593,0.001013294,0.001289071,0.7487299],"category_scores_gemma":[0.002615657,0.0004877951,0.0008184992,0.003349188,0.0006186317,0.002301697,0.003005297,0.001209958,0.7714716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021627,"about_ca_system_score_gemma":0.001833648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003742128,"about_ca_topic_score_gemma":0.004681749,"domain_scores_codex":[0.9993781,0.00007367594,0.00005820742,0.00004789757,0.0003309505,0.0001111044],"domain_scores_gemma":[0.9968623,0.0004561054,0.0001547358,0.0004539205,0.001322038,0.0007509634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001259837,0.0001664458,0.001144521,0.0005306556,0.00001096795,0.0001642438,0.0001823256,0.0002538647,0.001612343,0.002259522,0.858613,0.1349362],"study_design_scores_gemma":[0.00001137611,0.00001817053,0.001660224,0.0002113799,0.000003038105,0.0001082769,0.0001726898,0.0001397222,0.001006026,0.0006237857,0.9960315,0.00001396737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003910556,0.002074467,0.006734272,0.002786782,0.003048872,0.0005385902,0.06188427,0.02670625,0.892316],"genre_scores_gemma":[0.01601243,0.004317352,0.008361071,0.001213913,0.001025594,0.0004934021,0.05794604,0.01071628,0.8999139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2512701,"threshold_uncertainty_score":0.3584062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00638542002829159,"score_gpt":0.2208965035697675,"score_spread":0.2145110835414759,"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."}}