{"id":"W2398576186","doi":"10.1128/microbe.9.93.2","title":"Survey Minimizes DIYbio Dangers; Other Views Mixed","year":2014,"lang":"en","type":"article","venue":"Microbe Magazine","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Computer science","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":[0.01109269,0.000519704,0.0004142093,0.003900751,0.005291665,0.006429945,0.0007028128,0.003051545,0.01507454],"category_scores_gemma":[0.03042105,0.0004132775,0.0003248552,0.004481229,0.003072535,0.007247275,0.004245589,0.004417936,0.004012505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002619856,"about_ca_system_score_gemma":0.002306378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005978069,"about_ca_topic_score_gemma":0.007212263,"domain_scores_codex":[0.9926906,0.003708971,0.0003524045,0.0005539331,0.001913695,0.0007803782],"domain_scores_gemma":[0.9829015,0.00710203,0.001861669,0.001270238,0.005391379,0.00147327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001890272,0.00008207963,0.02482816,0.001454543,0.00004762739,0.0007553119,0.1561405,0.00006731903,0.002617227,0.06233685,0.618013,0.1334685],"study_design_scores_gemma":[0.000005448647,0.00003596841,0.00723791,0.000634688,0.00001493661,0.0003813103,0.1071669,0.00008080785,0.0005860312,0.002626953,0.8812058,0.00002322869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.152237,0.01630269,0.004447459,0.4708115,0.01327109,0.0003213946,0.004679151,0.0003764053,0.3375532],"genre_scores_gemma":[0.6190299,0.0149353,0.002688474,0.2064943,0.006630918,0.0006287423,0.002710836,0.0004904315,0.1463911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01507454,"threshold_uncertainty_score":0.05866444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04358655716145952,"score_gpt":0.3002433643974824,"score_spread":0.2566568072360229,"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."}}