{"id":"W2374968558","doi":"","title":"International Countermeasures against the Road Traffic Accident——Highlight of 2004's Symposium on Road Traffic Safety","year":2005,"lang":"en","type":"article","venue":"Journal of Shanxi Police Academy","topic":"Evaluation Methods in Various Fields","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transport engineering; Road traffic accident; Traffic flow (computer networking); Normative; Road traffic; Traffic engineering; Traffic accident; Road traffic safety; Business; Computer security; Computer science; Engineering; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002126599,0.0008008594,0.0003967553,0.0008686272,0.0009658884,0.002100361,0.0007532789,0.00307599,0.006512431],"category_scores_gemma":[0.001278048,0.0001481814,0.0004217926,0.0005927857,0.0005129212,0.001421587,0.001056403,0.003383534,0.001897915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092506,"about_ca_system_score_gemma":0.003599965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004686927,"about_ca_topic_score_gemma":0.01073537,"domain_scores_codex":[0.9995039,0.0001010891,0.00004913622,0.00007757271,0.0001563423,0.0001120521],"domain_scores_gemma":[0.9985572,0.0001529843,0.0001357789,0.00004792682,0.0006926472,0.0004134907],"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":[0.0001181024,0.0001566438,0.001672902,0.000468441,0.00003935221,0.0002337505,0.0003082933,0.0002501895,0.001218384,0.005301806,0.814215,0.1760172],"study_design_scores_gemma":[0.000008967598,0.00008561958,0.003310644,0.0003127432,0.00002616949,0.0001686631,0.0004049122,0.0001332485,0.0005827203,0.0009506413,0.9940064,0.000009366645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01182418,0.1888299,0.004537503,0.4646397,0.2086403,0.0002406551,0.000766893,0.000284644,0.1202363],"genre_scores_gemma":[0.210734,0.2146761,0.01016973,0.1039476,0.1488272,0.0003208148,0.002444882,0.0002158447,0.3086638],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006512431,"threshold_uncertainty_score":0.02178627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587200329818039,"score_gpt":0.3260428833602385,"score_spread":0.3001708800620581,"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."}}