{"id":"W4398770115","doi":"10.29173/mlj922","title":"Bill 2: The Highway Traffic Amendment Act (Safety of Workers in Highway Construction Zones)","year":2015,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Traffic and Road Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amendment; Transport engineering; Highway engineering; Engineering; Forensic engineering; Law; Political science","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":[0.0005428985,0.0001765544,0.0002387594,0.00009182534,0.0001366986,0.0000431985,0.000230925,0.00009654611,0.00003750823],"category_scores_gemma":[0.000009218472,0.0001068582,0.00009803665,0.0002134114,0.0001411227,0.0001649764,0.00002482753,0.0004884752,0.0000259258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002985876,"about_ca_system_score_gemma":0.00004848472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005641605,"about_ca_topic_score_gemma":0.007478767,"domain_scores_codex":[0.9986833,0.00008592309,0.00049555,0.0001152712,0.0003178436,0.0003021207],"domain_scores_gemma":[0.9994577,0.00005756495,0.0001018819,0.0001843049,0.00005771645,0.0001408264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002624098,0.000123152,0.006152995,0.00003877122,0.0001970806,0.00007367369,0.001455194,0.8543168,0.0001405482,0.005067477,0.005112389,0.1270595],"study_design_scores_gemma":[0.02793103,0.001395196,0.2091339,0.001833199,0.0005951262,0.006427774,0.2380963,0.07305765,0.005812678,0.004573098,0.427256,0.003887986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887155,0.0004233998,0.001359297,0.0006345224,0.002923664,0.0001960119,0.000009132059,0.0001630336,0.005575406],"genre_scores_gemma":[0.9986585,0.0001320626,0.0008160053,0.0000259692,0.0003218265,0.000003728857,0.000002774884,0.0000267076,0.0000123931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7812591,"threshold_uncertainty_score":0.4357553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640556880185112,"score_gpt":0.205244091562131,"score_spread":0.1888385227602798,"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."}}