{"id":"W3212354004","doi":"","title":"More Sorry Than Safe: Assessing the Precautionary Principle and the Proposed International Biosafety Protocol","year":2000,"lang":"en","type":"article","venue":"Faculty publications","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosafety; Precautionary principle; Convention on Biological Diversity; Harm; Negotiation; Protocol (science); International regime; Political science; Convention; Conference of the parties; Montreal Protocol; Law and economics; Business; International trade; Biotechnology; Law; Economics; Biodiversity; Biology; Geography; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005074074,0.0001063221,0.00008012075,0.00001163739,0.0008820433,0.0005018677,0.0006917074,0.00006862262,0.002434618],"category_scores_gemma":[0.000182149,0.00002900984,0.00005587656,0.0003931867,0.0004637546,0.0002415367,0.0001804525,0.0002047561,0.00006912959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000317548,"about_ca_system_score_gemma":0.0000484738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008812587,"about_ca_topic_score_gemma":0.00005984339,"domain_scores_codex":[0.9986957,0.0001686874,0.0002131229,0.0002769118,0.0004187447,0.0002267925],"domain_scores_gemma":[0.9993075,0.0002103461,0.00005801829,0.0001442638,0.0001969336,0.00008298624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003419202,0.001420008,0.03943324,0.00003204871,0.0002453253,0.00000201446,0.00251078,0.000201621,0.06678823,0.1616005,0.02463389,0.7027904],"study_design_scores_gemma":[0.0002784482,0.0000178707,0.692167,0.000003926883,0.00000425508,0.00001008439,0.0001826957,0.001454276,0.0002793007,0.0006464567,0.3048853,0.0000704648],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3950319,0.0000132648,0.00007173159,0.5412757,0.000043363,0.03708195,0.0002476863,0.0001798139,0.02605455],"genre_scores_gemma":[0.9616852,0.000009862058,0.0008951429,0.0005361665,0.0002463,0.02433609,0.0004577345,0.000002428965,0.01183108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7027199,"threshold_uncertainty_score":0.9984773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321387997990989,"score_gpt":0.3523322020966485,"score_spread":0.3091183221167386,"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."}}