{"id":"W6980404630","doi":"","title":"Canada needs its \"New Approach\" to streamline digital rulemaking","year":2023,"lang":"en","type":"other","venue":"Econstor (Econstor)","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada; Government of Ontario","keywords":"Rulemaking; Legislation; Statutory law; Pace; Conformity assessment; Harmonization; Software deployment; Lawmaking","routes":{"ca_aff":false,"ca_fund":true,"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":[0.01805462,0.0006205507,0.0008168023,0.003231678,0.01535605,0.01980906,0.004623394,0.01052988,0.01898389],"category_scores_gemma":[0.03926373,0.0007969084,0.001292097,0.003638553,0.010226,0.005818751,0.004909537,0.009515382,0.004006762],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1128527,"about_ca_system_score_gemma":0.4613012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9752067,"about_ca_topic_score_gemma":0.9837803,"domain_scores_codex":[0.9726682,0.002194702,0.0008497191,0.002053153,0.01780653,0.004427723],"domain_scores_gemma":[0.9313931,0.007496919,0.001455679,0.006184878,0.03992904,0.01354025],"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":[0.00003691615,0.0001436508,0.003533876,0.0001984798,0.00004521526,0.0002969827,0.002037428,0.001928612,0.001047597,0.4325402,0.4595604,0.09863056],"study_design_scores_gemma":[0.00002627004,0.00002141594,0.002493045,0.0001386953,0.00001714717,0.00006013558,0.001172532,0.001169415,0.0004617067,0.01793338,0.9764098,0.0000964436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01044517,0.002336855,0.02723031,0.5583867,0.003459637,0.0005274343,0.001110188,0.001704043,0.3947997],"genre_scores_gemma":[0.1969202,0.004705351,0.09415088,0.1842023,0.0009956227,0.0004441055,0.001441973,0.000961697,0.5161779],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8871473,"threshold_uncertainty_score":0.8188074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244879134447108,"score_gpt":0.2068898441996438,"score_spread":0.1944410528551727,"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."}}