{"id":"W2236741506","doi":"10.1049/iet-its.2014.0247","title":"Two‐stage multi‐criteria analysis and the future of intelligent transport systems‐based safety innovation projects","year":2015,"lang":"en","type":"article","venue":"IET Intelligent Transport Systems","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Intelligent transportation system; Computer science; Transport engineering; Systems engineering; Risk analysis (engineering); Engineering; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02367932,0.001651882,0.001118235,0.005091162,0.001942238,0.00584355,0.001700799,0.002197558,0.004011143],"category_scores_gemma":[0.02691781,0.0008639403,0.0027234,0.002777549,0.003064176,0.003355457,0.002771912,0.00195124,0.0002214508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008311548,"about_ca_system_score_gemma":0.008309902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009884343,"about_ca_topic_score_gemma":0.009449638,"domain_scores_codex":[0.9754019,0.01925529,0.0005732372,0.0008561229,0.002841596,0.001071781],"domain_scores_gemma":[0.9678496,0.02558552,0.001698759,0.0006772318,0.003261619,0.000927299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003381823,0.0003370212,0.009361258,0.0009810888,0.0005547515,0.0004778504,0.003255537,0.4794796,0.002641025,0.4266088,0.001957698,0.07400719],"study_design_scores_gemma":[0.00006355915,0.0003973152,0.002976024,0.0002246987,0.0001115164,0.00008576799,0.001464374,0.7781462,0.001369086,0.2090331,0.006010679,0.000117689],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1321049,0.001127049,0.8270591,0.002767692,0.00007778782,0.001590222,0.0003729805,0.0000987224,0.03480149],"genre_scores_gemma":[0.7072681,0.0003280216,0.2879212,0.0001309534,0.00003893249,0.00143442,0.0001775107,0.00002861881,0.002672175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02367932,"threshold_uncertainty_score":0.1252297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181807016753846,"score_gpt":0.3684608598122319,"score_spread":0.2502801581368473,"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."}}