{"id":"W565797863","doi":"","title":"Chief Peguis Trail - P3 Construction","year":2012,"lang":"en","type":"article","venue":"2012 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: INNOVATIONS AND OPPORTUNITIES","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Berm; Schedule; Engineering; Culvert; Construction management; Transport engineering; Civil engineering; Track (disk drive); Design speed; Bridge (graph theory); Plan (archaeology); Computer science; Geography","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":[0.001517237,0.000539447,0.0001628482,0.0007903227,0.004988507,0.001235425,0.001112564,0.0007628004,0.005183286],"category_scores_gemma":[0.001464629,0.0003911593,0.0002531301,0.001558666,0.002238034,0.0005320903,0.001398605,0.0006032654,0.0005831459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01114268,"about_ca_system_score_gemma":0.01227672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4443989,"about_ca_topic_score_gemma":0.7771912,"domain_scores_codex":[0.9989931,0.0003520122,0.00002053329,0.0001146877,0.0002393433,0.0002803129],"domain_scores_gemma":[0.9993951,0.0001329256,0.0000583433,0.00006622148,0.000153063,0.0001941891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001767328,0.002462903,0.191544,0.002102234,0.0001452811,0.1168848,0.1852863,0.04754446,0.03182018,0.07211339,0.03412489,0.3142042],"study_design_scores_gemma":[0.0001490527,0.001968842,0.2130901,0.0005919891,0.00008869026,0.01222079,0.2196439,0.01081113,0.01161092,0.003746243,0.5259674,0.0001109393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204865,0.0003953656,0.006905722,0.0004208468,0.00002908541,0.0005913631,0.0003118188,0.00005564656,0.0708036],"genre_scores_gemma":[0.9575331,0.0003501815,0.009154054,0.00007456505,0.000003621837,0.0001358062,0.0002099271,0.0000401586,0.03249853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5556011,"threshold_uncertainty_score":0.8836243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427182738960642,"score_gpt":0.1913683164042575,"score_spread":0.1770964890146511,"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."}}