{"id":"W2994934160","doi":"10.7721/chilyoutenvi.29.2.0077","title":"Child Bicyclist Perspectives on Danger and Injury Circumstances in the Built Environment","year":2019,"lang":"en","type":"article","venue":"Children Youth and Environments","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Built environment; Perception; Psychology; Applied psychology; Human factors and ergonomics; Injury prevention; Occupational safety and health; Poison control; Suicide prevention; Visibility; Risk perception; Qualitative research; Environmental health; Medicine; Engineering; Geography; Sociology; Civil engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003435832,0.0001491427,0.0002017062,0.00005745969,0.00009403771,0.000008609853,0.0000635078,0.00009817353,0.000103825],"category_scores_gemma":[0.0000173531,0.0001004943,0.0000395118,0.00003117572,0.0001694113,0.00006057095,0.00003634452,0.0002705796,0.00007627296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002907162,"about_ca_system_score_gemma":0.000002720681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002527186,"about_ca_topic_score_gemma":8.143155e-7,"domain_scores_codex":[0.9990456,0.0001190442,0.0001606987,0.0003501826,0.0001340941,0.0001904389],"domain_scores_gemma":[0.9995853,0.00003998344,0.00005726462,0.0002602061,6.972118e-7,0.00005649916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002019163,0.0001834003,0.9896541,0.000008827564,0.00004561072,0.000002100091,0.00520471,0.000003827393,0.000251197,0.0002325739,0.00004772621,0.004164013],"study_design_scores_gemma":[0.0008044995,0.0003454208,0.9959543,0.00005235177,0.00005280292,0.00001985019,0.001749908,0.000004809217,0.00007240292,0.0001595698,0.0006756608,0.0001083939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938928,0.001997089,0.000008609137,0.0006992116,0.00004251202,0.0004672435,0.00003051726,0.000006148103,0.002855845],"genre_scores_gemma":[0.9960709,0.002398009,0.00002909647,0.001060089,0.00007627242,0.00001179578,0.00006710277,0.00001006506,0.0002766477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006300231,"threshold_uncertainty_score":0.409804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00979837703906789,"score_gpt":0.2446104913491124,"score_spread":0.2348121143100445,"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."}}