{"id":"W585123178","doi":"","title":"Light Rail Update: Light Rail Systems Throughout North America Expand to Accommodate City Growth","year":2011,"lang":"en","type":"article","venue":"Mass transit","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Light rail; Rail transit; Light rail transit; Transit (satellite); Public transport; Transport engineering; Bay; Rapid transit; Orange (colour); Engineering; Telecommunications; Geography; Civil engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0002617954,0.0002031716,0.0002984253,0.0001107509,0.0005227536,0.0001305882,0.0003712725,0.0001308232,0.0003798326],"category_scores_gemma":[0.00001921853,0.0001939327,0.00009070077,0.0005710865,0.00006813457,0.0004447986,0.0000063575,0.0001535334,0.0002375747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004725281,"about_ca_system_score_gemma":0.00008560544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003088054,"about_ca_topic_score_gemma":0.002441567,"domain_scores_codex":[0.9982148,0.000163573,0.0003531844,0.000383352,0.0004462959,0.0004387828],"domain_scores_gemma":[0.9992102,0.00003174221,0.0001077166,0.0002357327,0.0001509573,0.0002636884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007358331,0.0005951884,0.2992007,0.0002336622,0.0003657547,0.0001628731,0.6428927,0.008043279,0.001235509,0.0138701,0.02741951,0.005244818],"study_design_scores_gemma":[0.002066316,0.0002696327,0.1288858,0.0001633965,0.0003055761,0.00000278386,0.01412129,0.0003806485,0.00312328,0.0005381751,0.8483791,0.001764004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4225282,0.0006070751,0.3837024,0.01672366,0.003215838,0.002195483,0.0003719472,0.001750858,0.1689046],"genre_scores_gemma":[0.9957021,0.0001276991,0.002345369,0.0005224942,0.0001718518,0.00004468,0.0001038891,0.00002665078,0.0009551972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8209596,"threshold_uncertainty_score":0.7908344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806819263536741,"score_gpt":0.2601628531685098,"score_spread":0.2320946605331424,"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."}}