{"id":"W1994194941","doi":"10.1039/b612603k","title":"Is there a need to re-examine the approval of bismuth shotshell as a non-toxic alternative to lead based on the precautionary principle?","year":2006,"lang":"en","type":"article","venue":"Journal of Environmental Monitoring","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Precautionary principle; Context (archaeology); Bismuth; Guideline; Lead (geology); Wildlife; Environmental health; Risk analysis (engineering); Medicine; Biotechnology; Biology; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02779381,0.0005719442,0.001393862,0.002359533,0.002679849,0.004875478,0.004063832,0.009738537,0.003416448],"category_scores_gemma":[0.06079251,0.000395764,0.0009072942,0.001616601,0.004472189,0.00445876,0.001210032,0.004362541,0.001012411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006253527,"about_ca_system_score_gemma":0.02030518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0399497,"about_ca_topic_score_gemma":0.08951316,"domain_scores_codex":[0.9798237,0.003806344,0.002223508,0.001615015,0.01112073,0.001410689],"domain_scores_gemma":[0.9318931,0.0217901,0.008210002,0.001974918,0.03477641,0.001355461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001260589,0.000889596,0.04163734,0.007383592,0.0005336298,0.005643209,0.006251595,0.002677428,0.0756104,0.05897592,0.0914304,0.7077064],"study_design_scores_gemma":[0.0002409837,0.002466879,0.03125954,0.004003095,0.0006263721,0.003011552,0.01338674,0.001968818,0.05587938,0.0437444,0.8429028,0.0005095036],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2011937,0.09352426,0.03336028,0.5542852,0.008778272,0.001368265,0.0005359969,0.0007111564,0.1062429],"genre_scores_gemma":[0.6542519,0.04950913,0.07847144,0.1792288,0.002522053,0.000424883,0.0005887772,0.000188712,0.03481431],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0399497,"threshold_uncertainty_score":0.1469895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210188302398059,"score_gpt":0.26637404256067,"score_spread":0.2453552123208641,"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."}}