{"id":"W4406017010","doi":"10.18280/ijsse.140619","title":"Navigating Safety: Security Concerns in College Student Transportation in Algiers","year":2024,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer security; Occupational safety and health; Transport engineering; Engineering; Computer science; Medicine","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":[0.0007729594,0.0002732492,0.0002712899,0.0005297973,0.002597117,0.002443588,0.0003623244,0.0006074718,0.004012696],"category_scores_gemma":[0.001766518,0.0001751447,0.0002614674,0.0006800266,0.00105349,0.001018384,0.001534695,0.0008308629,0.0003824169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262602,"about_ca_system_score_gemma":0.00215968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01588753,"about_ca_topic_score_gemma":0.02609246,"domain_scores_codex":[0.9992983,0.0002196822,0.0000506941,0.00006597139,0.0001277787,0.0002374751],"domain_scores_gemma":[0.998482,0.0002646916,0.0004748733,0.0000446933,0.0002339067,0.0004997869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001473801,0.0006467442,0.765944,0.0003463676,0.00004286884,0.001165295,0.1678177,0.0002555102,0.002325039,0.0009449548,0.002033374,0.05833075],"study_design_scores_gemma":[0.000005665961,0.0004585915,0.3930103,0.0001421023,0.00002879575,0.0005481586,0.5943364,0.0002695887,0.0006092746,0.0003548408,0.01020086,0.00003541114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985032,0.0001027722,0.000111688,0.0002967987,0.00001080743,0.000006988416,0.00001849306,0.000003213965,0.0009459905],"genre_scores_gemma":[0.9989129,0.0001928215,0.00008039252,0.0001278742,0.000005777848,0.000006768486,0.00002274935,0.000001794524,0.0006488842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01588753,"threshold_uncertainty_score":0.0315901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432444142147912,"score_gpt":0.4351690323527736,"score_spread":0.4108445909312945,"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."}}