{"id":"W2604376850","doi":"","title":"RaIl transit returning to Kitchener-Waterloo : Ontario's first new LRT system takes shape","year":2017,"lang":"en","type":"article","venue":"Passenger train journal","topic":"Railway Systems and Energy Efficiency","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Light rail transit; Transport engineering; Transit (satellite); Rail transit; Light rail; Engineering; Rapid transit; Transit system; Public transport; Environmental science; Civil engineering; Geography","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"],"consensus_categories":[],"category_scores_codex":[0.0006336625,0.0003805585,0.0004928356,0.0001714247,0.0009748752,0.0009027994,0.0007589529,0.0001785671,0.0003675877],"category_scores_gemma":[0.00004159193,0.0003319779,0.0002420338,0.00008595007,0.00003054023,0.0004297642,0.00002152705,0.0006451337,0.00009680347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004032896,"about_ca_system_score_gemma":0.0001346084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00348468,"about_ca_topic_score_gemma":0.02154219,"domain_scores_codex":[0.9978368,0.00004098487,0.0006261891,0.0003066941,0.000443937,0.0007453679],"domain_scores_gemma":[0.9984764,0.00003917846,0.000148805,0.0005612129,0.00007267977,0.0007016632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002124112,0.0002064688,0.009805966,0.001444164,0.001409433,0.00323318,0.1977335,0.4509959,0.1316043,0.00175261,0.08189103,0.1197111],"study_design_scores_gemma":[0.005614686,0.0005463424,0.08786759,0.004304935,0.0003358282,0.005105991,0.009239843,0.08718622,0.007306069,0.0001547706,0.7886814,0.003656281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8832313,0.001005876,0.06446622,0.003049672,0.007573237,0.0003711832,0.00001203231,0.0006501336,0.03964033],"genre_scores_gemma":[0.9910046,0.00001333026,0.003094838,0.00004036007,0.001748377,0.00001269585,0.000002216409,0.00008726906,0.003996275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7067904,"threshold_uncertainty_score":0.9999132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171780495427275,"score_gpt":0.2008650008113317,"score_spread":0.1836869512686042,"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."}}