{"id":"W355165949","doi":"","title":"IMPROVING WORK ZONE SAFETY THROUGH ENHANCED TEMPORARY CONDITIONS","year":2002,"lang":"en","type":"article","venue":"","topic":"Safety and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Toll; Transport engineering; The Internet; Warning system; Work zone; Incident management; Engineering; Computer science; Business; Risk analysis (engineering); Computer security; Telecommunications","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":[0.0009559591,0.0002642545,0.0001462569,0.0008002121,0.0007689635,0.001533551,0.0008345612,0.0004825506,0.01093189],"category_scores_gemma":[0.004596186,0.0001568206,0.0003083419,0.0004677868,0.0006511125,0.001570524,0.002146947,0.0004693571,0.001202303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008542109,"about_ca_system_score_gemma":0.002096499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003930205,"about_ca_topic_score_gemma":0.007435632,"domain_scores_codex":[0.9989783,0.0002938645,0.00006362863,0.00009737135,0.000370184,0.0001966841],"domain_scores_gemma":[0.9978234,0.0005049842,0.0004100991,0.0003832832,0.0005336683,0.0003447002],"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":[0.0008408098,0.0008989237,0.01866312,0.000548703,0.0000341434,0.0003649218,0.002916526,0.02236598,0.01712767,0.02078004,0.01965259,0.8958066],"study_design_scores_gemma":[0.0007689092,0.009242961,0.2834847,0.00122024,0.0003422034,0.00388953,0.01180161,0.06264684,0.03843659,0.04698887,0.540619,0.0005584528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6420493,0.001541585,0.1333361,0.00489791,0.0004463078,0.0005300594,0.000597965,0.003866161,0.2127346],"genre_scores_gemma":[0.9590658,0.0006614877,0.02534986,0.0001433645,0.0001350244,0.0001392083,0.0002124736,0.00008351855,0.01420917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01093189,"threshold_uncertainty_score":0.03657079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100069613923905,"score_gpt":0.215719197354257,"score_spread":0.1947185012150179,"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."}}