{"id":"W7015037775","doi":"","title":"Risky Business: Canada's Changing Science-Based Policy and Regulatory Regime","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Public policy; Production (economics); Context (archaeology); Perspective (graphical); Work (physics); Legislation; Action (physics); Investment (military)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0188579,0.0005541816,0.0008819608,0.004495376,0.02361371,0.02520294,0.004363956,0.01437671,0.006572868],"category_scores_gemma":[0.0365914,0.0006937939,0.001126617,0.004908293,0.0218293,0.005076276,0.005496307,0.01429359,0.0003708898],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2965639,"about_ca_system_score_gemma":0.5691668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930544,"about_ca_topic_score_gemma":0.996403,"domain_scores_codex":[0.978225,0.002497257,0.0004386573,0.001659034,0.01169585,0.005484158],"domain_scores_gemma":[0.9416944,0.01553271,0.001937606,0.001583057,0.02130299,0.01794926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001283162,0.0001053183,0.007759762,0.0001630519,0.00007746577,0.0002526577,0.00507202,0.001831875,0.001037996,0.775906,0.1776207,0.03004481],"study_design_scores_gemma":[0.0001425137,0.00007507011,0.04289332,0.0005800808,0.0001062193,0.00008691368,0.008944743,0.002612797,0.001322033,0.1049509,0.8379527,0.000332772],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04905277,0.00522152,0.001860295,0.8505393,0.001388545,0.00009259356,0.0008262783,0.0001153579,0.09090337],"genre_scores_gemma":[0.7193766,0.005500134,0.005556779,0.186018,0.0008164848,0.000126468,0.0005524407,0.0001832051,0.08186993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9763863,"threshold_uncertainty_score":0.8158862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721483525684154,"score_gpt":0.2383886453880927,"score_spread":0.2211738101312511,"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."}}