{"id":"W7138893151","doi":"10.1680/caftibdcam2.30916.0038","title":"How effective is bridge posting in enhancing reliability?","year":2001,"lang":"en","type":"book-chapter","venue":"","topic":"Railway Engineering and Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Bridge (graph theory); Reliability (semiconductor); Truck; Monte Carlo method; Enforcement; Imperfect","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003816294,0.0004658792,0.0004422611,0.0004803247,0.0002863237,0.001626592,0.001424895,0.001975984,0.003025324],"category_scores_gemma":[0.01171831,0.0003374173,0.000334675,0.0005384343,0.001496633,0.003370703,0.0006124927,0.0005706267,0.001004113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004345688,"about_ca_system_score_gemma":0.0006360127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009493754,"about_ca_topic_score_gemma":0.001196267,"domain_scores_codex":[0.9979624,0.001039398,0.00005676172,0.0001569379,0.0006058101,0.0001787475],"domain_scores_gemma":[0.9943522,0.003406671,0.0009459559,0.0006956041,0.0004625661,0.0001370746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003209293,0.0004246411,0.02012626,0.001319609,0.0002172842,0.0005695072,0.0009474862,0.2186578,0.03409637,0.1026233,0.008748666,0.611948],"study_design_scores_gemma":[0.0002185756,0.006406013,0.1154768,0.001459132,0.0007236734,0.004799148,0.003962037,0.3913347,0.08093659,0.2976073,0.09672295,0.0003530358],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.599745,0.01019007,0.2241962,0.01473923,0.0004329787,0.000102255,0.0001765724,0.0009194053,0.1494982],"genre_scores_gemma":[0.9731007,0.002360263,0.01802273,0.0004227895,0.0001514977,0.00002820332,0.0000313431,0.00009032985,0.005792128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003816294,"threshold_uncertainty_score":0.02018273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00532598752711021,"score_gpt":0.1828956162820028,"score_spread":0.1775696287548925,"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."}}