{"id":"W657034745","doi":"","title":"Toronto's Rail Systems are Pushed to Perform","year":2007,"lang":"en","type":"article","venue":"Metrologia","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transit (satellite); Train; Crew; TRIPS architecture; Transport engineering; Transit system; Track (disk drive); Rail transit; Business; Telecommunications; Public transport; Geography; Aeronautics; Engineering; Archaeology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006531737,0.00014487,0.0002385233,0.0001337881,0.0001127727,0.0001446203,0.0002394458,0.00007946686,0.0005799932],"category_scores_gemma":[0.00003664874,0.0001241899,0.00006719348,0.0001488743,0.00002220635,0.0005638219,0.00005276022,0.00006756117,0.0009489818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008911293,"about_ca_system_score_gemma":0.000004682011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007115317,"about_ca_topic_score_gemma":0.005502738,"domain_scores_codex":[0.9989902,0.000001790538,0.0002617928,0.0002065694,0.00009822827,0.0004414093],"domain_scores_gemma":[0.9995828,0.00002016824,0.0001143338,0.00021655,0.0000430513,0.00002307928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000132314,0.00005291016,0.9632393,0.0001055916,0.00005271847,0.00001869577,0.00009406255,0.0001893895,0.0004490744,0.01489524,0.01580943,0.004961244],"study_design_scores_gemma":[0.0002684112,0.00001099908,0.7373109,0.000008818375,0.00002279022,9.5057e-7,0.0006515335,0.0002799901,0.00003024007,0.00005440751,0.2611826,0.0001782601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9111214,0.0002106106,0.000442263,0.0003506152,0.001079854,0.0001579543,0.000002325466,0.0001865674,0.08644842],"genre_scores_gemma":[0.9948611,0.00000302831,0.00006779237,0.002348297,0.001700655,0.0000134536,0.00000966863,0.00001707406,0.0009788849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2453732,"threshold_uncertainty_score":0.9998289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796385422518933,"score_gpt":0.2162695387384654,"score_spread":0.198305684513276,"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."}}