{"id":"W3048576843","doi":"10.1038/s41477-020-0744-x","title":"Science diplomacy for plant health","year":2020,"lang":"en","type":"article","venue":"Nature Plants","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Battle; Diplomacy; Agriculture; Human health; Political science; Biology; Agroforestry; Geography; Ecology; Medicine; Environmental health; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002516154,0.00008586766,0.000121427,0.00001334815,0.0002894119,0.00007197478,0.0005102678,0.0001001411,0.00007030803],"category_scores_gemma":[0.0002411885,0.00003075397,0.0000320311,0.0004098674,0.00007923018,0.00005428212,0.000104238,0.0002744583,0.00005042492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002285492,"about_ca_system_score_gemma":0.00008064564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001538665,"about_ca_topic_score_gemma":0.00002686763,"domain_scores_codex":[0.9986523,0.00002173907,0.0001135025,0.0003481267,0.0004232959,0.000441025],"domain_scores_gemma":[0.999365,0.000150003,0.00003316726,0.0000382322,0.00005686304,0.0003567572],"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":[0.0001110987,0.00004896116,0.00100425,0.00001864455,0.000005379396,0.000005427578,0.0001426362,0.000001220897,0.933202,0.002740686,0.01121108,0.05150864],"study_design_scores_gemma":[0.0008299318,0.003072814,0.3711306,0.00004802173,0.000005821048,0.00003796681,0.0003354343,0.001276426,0.2004028,0.002329787,0.4199002,0.0006302326],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670637,0.000497829,0.0000253928,0.03017317,0.0001529831,0.0005347094,0.0005555134,0.00009564025,0.000901088],"genre_scores_gemma":[0.994612,0.00003632122,0.000551683,0.004330833,0.0003425719,0.000006800209,0.00008268736,8.003941e-7,0.00003624856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7327992,"threshold_uncertainty_score":0.2225952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04829117378997638,"score_gpt":0.3067499962000154,"score_spread":0.258458822410039,"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."}}