{"id":"W2567474078","doi":"10.1002/etc.3513","title":"Assessing and managing multiple risks in a changing world—The Roskilde recommendations","year":2016,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Centro de Estudos Ambientais e Marinhos, Universidade de Aveiro; Fundação para a Ciência e a Tecnologia; Ministerio de Economía y Competitividad; Federación Española de Enfermedades Raras","keywords":"Risk analysis (engineering); Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.05925029,0.002724392,0.002096281,0.004585074,0.003894087,0.01454579,0.006069612,0.01682981,0.009198481],"category_scores_gemma":[0.04750568,0.001870079,0.002839809,0.001822562,0.005076849,0.01091259,0.01687345,0.02270182,0.005264053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01002043,"about_ca_system_score_gemma":0.0514664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04094101,"about_ca_topic_score_gemma":0.05925282,"domain_scores_codex":[0.9682224,0.01542868,0.004087924,0.002563988,0.006977689,0.002719369],"domain_scores_gemma":[0.9581188,0.0128573,0.002663389,0.00181666,0.01491577,0.00962808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001562781,0.0002555637,0.001201065,0.002449272,0.0001434268,0.0008494327,0.005659354,0.001734374,0.001082837,0.04495236,0.7860429,0.1554731],"study_design_scores_gemma":[0.00003418365,0.00004735473,0.0006199645,0.008416206,0.00005862912,0.0002291162,0.005067061,0.0002835401,0.0003440694,0.01050868,0.9742959,0.00009514875],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001609286,0.0824574,0.008596955,0.8694711,0.019007,0.0003328242,0.0003375519,0.0002601361,0.01792773],"genre_scores_gemma":[0.06432559,0.2309301,0.1402805,0.437619,0.007507598,0.001592149,0.001463043,0.0007564983,0.1155255],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05925029,"threshold_uncertainty_score":0.3133492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039303681200179,"score_gpt":0.2931932249814711,"score_spread":0.2728001881694693,"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."}}