{"id":"W374560736","doi":"","title":"Road Weather Information Systems at the Ministry of Transportation, Ontario","year":2005,"lang":"en","type":"article","venue":"","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Information system; Transport engineering; Web application; Engineering; World Wide Web","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":[0.001275706,0.0008359796,0.0004882966,0.003062925,0.003227273,0.004062518,0.0009156085,0.0005512021,0.05357776],"category_scores_gemma":[0.003424051,0.0005595541,0.000276229,0.007267939,0.0005399463,0.001947343,0.001335705,0.0005761305,0.02343675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02472708,"about_ca_system_score_gemma":0.0418278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9631317,"about_ca_topic_score_gemma":0.9520422,"domain_scores_codex":[0.998095,0.00009985936,0.0001289467,0.0002486679,0.001122203,0.0003052775],"domain_scores_gemma":[0.9950171,0.0001541509,0.0003016549,0.0003730783,0.00373671,0.0004172625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002219927,0.00006481664,0.03086802,0.0003410684,0.00003034915,0.0001617306,0.001106817,0.001613434,0.002424285,0.009237468,0.7937444,0.1601855],"study_design_scores_gemma":[0.00004017878,0.00001843538,0.04142781,0.00007243687,0.00001934794,0.00003738148,0.0004593092,0.00350525,0.0007577363,0.0005175243,0.9530933,0.00005125416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0278934,0.002460896,0.01546093,0.004370889,0.0005497582,0.001431608,0.2956431,0.01143035,0.6407591],"genre_scores_gemma":[0.1517362,0.004184284,0.02306621,0.0007284442,0.0002519636,0.0008353987,0.2775045,0.001614473,0.5400785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05357776,"threshold_uncertainty_score":0.1794083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004661204667068145,"score_gpt":0.176501436653651,"score_spread":0.1718402319865828,"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."}}