{"id":"W2483970774","doi":"10.1061/9780784480083.001","title":"Construction Issues Associated with the Cold Weather Construction of a Highway Embankment Fill in Alberta, Canada","year":2016,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Levee; Frost (temperature); Cold weather; Compaction; Road construction; Winter season; Geotechnical engineering; Environmental science; Frost heaving; Spring (device); Work (physics); Highway engineering; Summer season; Civil engineering; Engineering; Geology; Meteorology; Geography; Climatology","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":[0.0004171046,0.0002375977,0.0001632385,0.0008824781,0.005398654,0.001449962,0.0009012974,0.0004612355,0.002104823],"category_scores_gemma":[0.0009718362,0.000239131,0.0001553536,0.001456758,0.001801753,0.000211727,0.0007891569,0.0004298018,0.0001318122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01962178,"about_ca_system_score_gemma":0.02001456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9428046,"about_ca_topic_score_gemma":0.9913263,"domain_scores_codex":[0.999285,0.00005032335,0.00001815918,0.0000479506,0.0003539068,0.0002446846],"domain_scores_gemma":[0.9992737,0.00008625867,0.0001418979,0.00002363936,0.000315288,0.0001592219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005266418,0.0003200755,0.8025301,0.0002958972,0.00005963298,0.01707288,0.03429985,0.01221208,0.03443822,0.002213865,0.003821902,0.09220897],"study_design_scores_gemma":[0.000004150439,0.0001597809,0.9359074,0.00003983923,0.00001676879,0.0008053568,0.05061865,0.001358663,0.001866212,0.0001254088,0.00906772,0.00002999409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964027,0.00006637079,0.0001702354,0.00009028881,0.000003255999,0.00001602118,0.00007395143,0.000006867779,0.003170243],"genre_scores_gemma":[0.9962717,0.0001026727,0.0003437053,0.00001702105,0.000001757145,0.000004170479,0.00007783234,0.00000361978,0.003177569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05719537,"threshold_uncertainty_score":0.1423666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002778979200014043,"score_gpt":0.1527199486714893,"score_spread":0.1499409694714752,"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."}}