{"id":"W624703360","doi":"","title":"Winnipeg's First Rapid Transit Corridor - Southwest Transitway","year":2013,"lang":"en","type":"article","venue":"2013 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: BETTER - FASTER - SAFER","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Signage; Transport engineering; Schedule; SAFER; Landscaping; Culvert; Engineering; Transit (satellite); Civil engineering; Service (business); Bus rapid transit; Bridge (graph theory); Public transport; Business; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001560894,0.0003129561,0.0004506048,0.00009381402,0.0001616875,0.00004252871,0.0001899945,0.0002035283,0.001837924],"category_scores_gemma":[0.000007012663,0.0002774127,0.0001706138,0.0002558886,0.0001049263,0.0006753787,0.000001268878,0.0002445764,0.000002784516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155357,"about_ca_system_score_gemma":0.00024277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03445161,"about_ca_topic_score_gemma":0.4108014,"domain_scores_codex":[0.9976929,0.00005760428,0.0009723894,0.0002731397,0.0006592382,0.0003447014],"domain_scores_gemma":[0.9986418,0.00009444556,0.0003160162,0.0002581528,0.0005619411,0.0001276638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004233283,0.0004915692,0.7117058,0.005306154,0.002109779,0.00001745393,0.05865382,0.05986032,0.03015615,0.006476398,0.1052439,0.01955534],"study_design_scores_gemma":[0.001224699,0.00005518158,0.9849238,0.0001141134,0.0001804493,6.585645e-7,0.001193376,0.0008272345,0.004716298,0.001331478,0.005050587,0.0003821341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816336,0.00007044899,0.008202399,0.007555414,0.0004424118,0.0006877166,0.0006287506,0.00006444636,0.0007148134],"genre_scores_gemma":[0.9983661,0.00005522289,0.0002417353,0.0004989549,0.00004853227,0.00005676441,0.0003494286,0.00003140042,0.0003518226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3763498,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004356466492832332,"score_gpt":0.1577721913130067,"score_spread":0.1534157248201744,"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."}}