{"id":"W2332521906","doi":"10.1061/9780784479797.022","title":"APM and Monorail for Urban Applications","year":2016,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Monorail; Computer science; Transport engineering; Engineering; Civil engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001563111,0.00003038634,0.00004147465,0.00002301053,0.00002071058,0.000006762723,0.00002486879,0.0000148961,0.00002486534],"category_scores_gemma":[0.000001824063,0.00001840067,0.00001670796,0.00005575277,0.000003880449,0.00005498061,0.000002653791,0.00001025853,0.00002063589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007326111,"about_ca_system_score_gemma":0.000001411666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001330841,"about_ca_topic_score_gemma":0.000004581002,"domain_scores_codex":[0.9998239,5.404396e-7,0.00004393552,0.00004411239,0.00001642397,0.00007114088],"domain_scores_gemma":[0.9998842,0.0000257027,0.000002975607,0.00005330819,0.000008746972,0.00002507947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000416591,0.000013649,0.009248574,0.00004986974,0.00008362179,9.75303e-8,0.00003372124,0.00003046858,0.06752701,0.02020591,0.01650848,0.8862944],"study_design_scores_gemma":[0.0007969515,0.00007670768,0.0032298,0.00001319824,0.0000709053,0.000001035018,0.00001854218,0.05523155,0.04966164,0.003385798,0.8871309,0.0003829997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06408735,0.0005478628,0.920786,0.0005180284,0.0000127508,0.0001958392,0.000006114362,0.0002662208,0.0135798],"genre_scores_gemma":[0.9968948,0.0001323192,0.0005679859,0.00003870742,0.00004610269,0.00008754226,0.000001005825,0.00000500341,0.002226532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9328074,"threshold_uncertainty_score":0.07503575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004132297783318209,"score_gpt":0.1833378023761388,"score_spread":0.1792055045928205,"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."}}