{"id":"W3216762078","doi":"10.53039/2079-4401.2021.7.5.009","title":"FEATURES OF ENSURING THE SAFETY OF TRANSPORTING CHILDREN TO SCHOOL AND BACK BY SPECIALLY DESIGNED VEHICLES (SCHOOL BUSES) IN CANADA","year":2021,"lang":"ru","type":"article","venue":"Modern Science","topic":"Transportation Systems and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School bus; Transport engineering; Engineering; Aeronautics; Business","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":[0.0005738288,0.0001648516,0.0003333179,0.00007358243,0.000105778,0.00004813571,0.0003507298,0.00004865716,0.00005009869],"category_scores_gemma":[0.0001635422,0.0001450015,0.00003429782,0.000697975,0.0001412674,0.0001397519,0.00002362498,0.0001933956,0.000001370951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001916925,"about_ca_system_score_gemma":0.001677303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3520856,"about_ca_topic_score_gemma":0.6939095,"domain_scores_codex":[0.9980047,0.0000377104,0.0006951052,0.0003394731,0.00057726,0.0003457535],"domain_scores_gemma":[0.9991124,0.0001023982,0.0001376498,0.0002878203,0.0001568519,0.0002029385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004684481,0.00002705924,0.4995322,0.0002554439,0.00003497869,0.00002089592,0.003927823,0.2187086,0.2683252,0.0002210656,0.0001175464,0.008782275],"study_design_scores_gemma":[0.0002870365,0.00001144535,0.9561096,0.0002537467,0.00001446266,0.000004794023,0.0005471572,0.001572085,0.0409749,0.0000230987,0.0000428891,0.0001587763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838868,0.001452502,0.01342774,0.0001841213,0.0001311662,0.000264765,0.0001766983,0.000007608871,0.0004685346],"genre_scores_gemma":[0.9983385,0.0001083743,0.001369396,0.00005044177,0.00003592539,0.000002574605,0.000004413488,0.00001506861,0.00007527073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4565774,"threshold_uncertainty_score":0.652229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009111761164521847,"score_gpt":0.2021613201290005,"score_spread":0.1930495589644786,"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."}}