{"id":"W2796911818","doi":"","title":"Canadian National's traffic jam dulls shine of 'gold standard' efficiency","year":2018,"lang":"en","type":"article","venue":"Transport topics","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transport engineering; Truck; Aeronautics; Automotive engineering; Engineering; Environmental science; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02653298,0.001032567,0.001595461,0.005303354,0.01184222,0.01466041,0.00343965,0.004050245,0.01130498],"category_scores_gemma":[0.06317156,0.0004904963,0.001269615,0.004177677,0.01223794,0.005165067,0.004576329,0.009009328,0.00102228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1003407,"about_ca_system_score_gemma":0.2173127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9638264,"about_ca_topic_score_gemma":0.9823847,"domain_scores_codex":[0.9574175,0.004472803,0.0008572921,0.00190561,0.03174745,0.003599359],"domain_scores_gemma":[0.9344823,0.007431041,0.001388849,0.00433288,0.04679741,0.005567588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000175867,0.00007344784,0.008264178,0.000256418,0.00009947325,0.00004976621,0.001024073,0.00216448,0.0002803337,0.3034479,0.6163808,0.06778336],"study_design_scores_gemma":[0.0001102766,0.0001540795,0.06279375,0.001108652,0.0001585693,0.00007256895,0.00482068,0.003958301,0.001122655,0.1320233,0.7933483,0.0003288989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02676121,0.006743206,0.01187637,0.700235,0.009453334,0.0001239375,0.003370875,0.0009996943,0.2404364],"genre_scores_gemma":[0.7155907,0.006009441,0.02544402,0.1500053,0.002752909,0.0001335342,0.001646387,0.0008740588,0.09754363],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1003407,"threshold_uncertainty_score":0.728026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04400139813980027,"score_gpt":0.3331097209562805,"score_spread":0.2891083228164802,"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."}}