{"id":"W641488488","doi":"","title":"Effect of Winter Events on Highway Performance in the Province of Alberta","year":2008,"lang":"en","type":"article","venue":"Transportation Research Board 87th Annual MeetingTransportation Research Board","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Performance measurement; Snow; Asset (computer security); Duration (music); Environmental science; Transport engineering; Suite; Control (management); Environmental resource management; Asset management; Computer science; Meteorology; Geography; Engineering; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007487658,0.0002925379,0.0004907501,0.0006065136,0.0003917217,0.00001690993,0.0008781524,0.0001893269,0.000492516],"category_scores_gemma":[0.000385739,0.0002225931,0.0001654178,0.001755114,0.00148236,0.0005972527,0.0000190009,0.0009123582,0.0001682915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712412,"about_ca_system_score_gemma":0.0001517691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01474131,"about_ca_topic_score_gemma":0.01789881,"domain_scores_codex":[0.9910668,0.002060595,0.001135382,0.0006933024,0.004105693,0.0009382497],"domain_scores_gemma":[0.99669,0.001905343,0.0002609024,0.0006128871,0.0003546235,0.0001762095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002850703,0.0002881607,0.9808758,0.0004398768,0.00002224586,0.00005469755,0.006183919,0.00200708,0.004950888,0.0002669725,0.0008974877,0.001162113],"study_design_scores_gemma":[0.001373896,0.002565003,0.9488323,0.0002435707,0.00001327111,0.000001535357,0.000546764,0.00006988842,0.04459604,0.000084994,0.001486509,0.0001862367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950907,0.00001469464,0.00002008676,0.0003382448,0.0001260578,0.00198656,0.00007708808,0.00002727194,0.002319302],"genre_scores_gemma":[0.9989226,0.0001189167,0.0001610009,0.00002296452,0.00004614915,0.0003026176,0.00009361068,0.00003979308,0.000292334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03964515,"threshold_uncertainty_score":0.9987957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245535849226479,"score_gpt":0.3141553312346733,"score_spread":0.2916999727424085,"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."}}