{"id":"W573149928","doi":"","title":"Balancing Transportation and First Nation Values: Highway 11/17 Value Engineering Study","year":2012,"lang":"en","type":"article","venue":"2012 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: INNOVATIONS AND OPPORTUNITIES","topic":"Value Engineering and Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yard; Transport engineering; Christian ministry; Schedule; Engineering; Civil engineering; Economics; Management","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":[0.002539211,0.0002108107,0.0002315453,0.001151989,0.003985693,0.002434865,0.00071109,0.0005643204,0.004549088],"category_scores_gemma":[0.0041695,0.0001972804,0.0002684419,0.001793059,0.001358828,0.00125705,0.001127465,0.001150034,0.0004589479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02065567,"about_ca_system_score_gemma":0.01379278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2999498,"about_ca_topic_score_gemma":0.6490867,"domain_scores_codex":[0.9982802,0.0004867254,0.00003907751,0.00009510967,0.0006987489,0.0004001922],"domain_scores_gemma":[0.9967427,0.0006595097,0.0002711994,0.0001362669,0.001761663,0.0004287398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008315215,0.009532372,0.4322274,0.0007314662,0.0000957794,0.003842833,0.230222,0.004173283,0.005693764,0.06136899,0.04540103,0.2058794],"study_design_scores_gemma":[0.00007191584,0.002510292,0.3659971,0.0003431416,0.00006732154,0.0003761625,0.5081044,0.003350795,0.002455776,0.003289379,0.1133549,0.00007874703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660048,0.00006096118,0.0003839133,0.0004858453,0.000008976832,0.0002550927,0.0001493443,0.000003345621,0.03264768],"genre_scores_gemma":[0.9832332,0.0002286135,0.001832062,0.0002354516,0.000008550132,0.0002833441,0.0003254954,0.000009834369,0.01384339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7000502,"threshold_uncertainty_score":0.5964078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736153133606257,"score_gpt":0.1943749061141453,"score_spread":0.1670133747780827,"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."}}