{"id":"W2031380582","doi":"10.1007/s11248-014-9794-z","title":"Introduction to ISBGMO12: biosafety research past, present and future","year":2014,"lang":"en","type":"article","venue":"Transgenic Research","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosafety; Framing (construction); Biotechnology; Agriculture; China; Political science; Basic research; Library science; Biology; Environmental ethics; Engineering; Law; Ecology","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":["insufficient_payload"],"category_scores_codex":[0.008320595,0.0001863408,0.0002336209,0.0001706378,0.0009443075,0.0002790038,0.0008513693,0.0002336069,0.002009226],"category_scores_gemma":[0.000162011,0.00008158633,0.00007151703,0.0022588,0.0004966661,0.0001086368,0.0003762408,0.001177245,0.0008958893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008362151,"about_ca_system_score_gemma":0.00003748697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003941062,"about_ca_topic_score_gemma":0.0002471542,"domain_scores_codex":[0.9928591,0.002001164,0.0003066571,0.001030093,0.00231393,0.001489082],"domain_scores_gemma":[0.9971569,0.0009453726,0.00001464909,0.0003290487,0.000816031,0.0007380026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002076297,0.0001346189,0.0002420589,0.00002895205,0.00001582232,0.000002393245,0.0003616567,0.000004495925,0.6499214,0.00467973,0.04456696,0.2998343],"study_design_scores_gemma":[0.0002350095,0.001391235,0.1601435,0.000009042614,0.000003226864,0.000007997356,0.000722228,0.0000857104,0.04004784,0.001853973,0.7952885,0.0002117499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6373087,0.0001684529,0.00004178899,0.3588911,0.0001095648,0.0008903624,0.0000131203,0.00005853882,0.002518388],"genre_scores_gemma":[0.979549,0.0003464626,0.0004026618,0.00007231941,0.01732482,0.0001191544,0.00002332959,0.000005743505,0.0021565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7507215,"threshold_uncertainty_score":0.999882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0839664039952057,"score_gpt":0.3472885808191009,"score_spread":0.2633221768238951,"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."}}