{"id":"W2163932858","doi":"10.1126/scisignal.2002104","title":"Gatekeepers of Science and Society","year":2011,"lang":"en","type":"editorial","venue":"Science Signaling","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Political science; Biology","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":[0.006700429,0.003976041,0.002628467,0.00161524,0.00286982,0.007083904,0.002904967,0.01452395,0.007403112],"category_scores_gemma":[0.01423319,0.001373317,0.001526097,0.0008065004,0.005387842,0.006808854,0.001993084,0.03738508,0.007554863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002975573,"about_ca_system_score_gemma":0.002406702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432833,"about_ca_topic_score_gemma":0.004853763,"domain_scores_codex":[0.9966989,0.0006001525,0.0004008713,0.0004706341,0.001553447,0.0002760043],"domain_scores_gemma":[0.9843068,0.008302507,0.0006351495,0.0005284465,0.004152728,0.002074388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004134016,0.000008983616,0.00001723715,0.0001660956,0.00001728194,0.00008851134,0.00002207912,0.00004080565,0.0001208567,0.001994819,0.9910713,0.006410619],"study_design_scores_gemma":[0.00003804513,0.00002613515,0.0001630373,0.0001761336,0.00002707715,0.0001206532,0.0000408317,0.0001383458,0.0001966217,0.00334813,0.995703,0.0000219171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003898624,0.00707249,0.0002010734,0.04975398,0.9415281,0.00001044052,0.00003520186,0.00005034717,0.001309326],"genre_scores_gemma":[0.001031612,0.008212433,0.000226044,0.03192847,0.9438136,0.00002268287,0.00002455935,0.00004105116,0.01469963],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01452395,"threshold_uncertainty_score":0.03543568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597529052426452,"score_gpt":0.2819588758901761,"score_spread":0.2659835853659116,"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."}}