{"id":"W762359183","doi":"","title":"Infrastructure Engineering Option in Engineering Science","year":2013,"lang":"en","type":"article","venue":"2013 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: BETTER - FASTER - SAFER","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering education; Health systems engineering; Engineering management; Biological systems engineering; Science and engineering; Civil engineering software; Engineering; Informatics engineering; Engineering ethics","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":[0.001055586,0.0004127834,0.000308648,0.001094988,0.002367209,0.004435332,0.0004192241,0.001526546,0.02726421],"category_scores_gemma":[0.002109921,0.0001812049,0.0001934292,0.001775738,0.006057287,0.002019376,0.001874914,0.002155832,0.003554905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0099103,"about_ca_system_score_gemma":0.007450316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07176976,"about_ca_topic_score_gemma":0.1558794,"domain_scores_codex":[0.9990562,0.0001540915,0.00004588516,0.0001247198,0.0004636859,0.0001555396],"domain_scores_gemma":[0.9988624,0.0002797064,0.00005979925,0.00008227189,0.0003968066,0.0003190953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000887458,0.00001023642,0.0004903966,0.0001220229,0.00000294569,0.00007960014,0.0006065127,0.0003845238,0.0001818926,0.8747254,0.0959013,0.02748625],"study_design_scores_gemma":[0.000003869233,0.00001600888,0.001000102,0.0001373638,0.000003164331,0.0001292508,0.0003726731,0.0003463434,0.000108575,0.1439073,0.8539661,0.000009285226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005309587,0.03880007,0.01121363,0.03773887,0.006132019,0.00004521916,0.000306252,0.0001117658,0.9003426],"genre_scores_gemma":[0.32466,0.04253418,0.008920581,0.007335537,0.005191171,0.00008581645,0.0003303207,0.0001448606,0.6107975],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07176976,"threshold_uncertainty_score":0.1427041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003445018542501017,"score_gpt":0.1630883731844673,"score_spread":0.1596433546419662,"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."}}