{"id":"W3173808914","doi":"10.1155/2021/7936261","title":"Analysis of Children’s Traffic Behaviour at Signalized Crosswalks as a Precondition for Safe Children Routes Design: A Case Study from Croatia","year":2021,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Traffic and Road Safety","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schema crosswalk; Pedestrian; Transport engineering; Traffic calming; Computer science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001078664,0.000470539,0.0004776444,0.001535424,0.001459728,0.001108581,0.0008755203,0.0008584392,0.001459646],"category_scores_gemma":[0.001285574,0.0004454428,0.0008620758,0.001318897,0.000988336,0.0005187424,0.0008211762,0.0007141666,0.0001995432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002266073,"about_ca_system_score_gemma":0.00215132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08000556,"about_ca_topic_score_gemma":0.1427175,"domain_scores_codex":[0.9989192,0.000344106,0.00006722074,0.0002187261,0.0002000558,0.0002507384],"domain_scores_gemma":[0.9991524,0.0002361751,0.0001796715,0.00005849508,0.0002279128,0.0001454179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002442425,0.001274507,0.8848969,0.0005003118,0.00007706306,0.02052037,0.0574928,0.002011578,0.002963278,0.001085667,0.0007411546,0.02819212],"study_design_scores_gemma":[0.00001205939,0.0006418995,0.9105879,0.0001734915,0.00006308805,0.003329999,0.07869613,0.001286898,0.001397262,0.0001200057,0.003643798,0.00004747525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990802,0.00005787847,0.000171825,0.00001491396,0.000002335421,0.00003615275,0.00006618963,0.000001312578,0.0005691356],"genre_scores_gemma":[0.9972947,0.0002648766,0.001478077,0.00001322223,0.000003787612,0.00003621661,0.0001254439,0.000005410757,0.0007781966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08000556,"threshold_uncertainty_score":0.1590797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009201793711647241,"score_gpt":0.249969937787894,"score_spread":0.2407681440762468,"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."}}