{"id":"W4307272918","doi":"10.3390/plants11212826","title":"Effects of Graphene Oxide on Plant Growth: A Review","year":2022,"lang":"en","type":"review","venue":"Plants","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Shanxi Scholarship Council of China","keywords":"Plant growth; Agriculture; Biosafety; Biotechnology; Nanotechnology; Biochemical engineering; Biology; Ecology; Engineering; Agronomy; Materials 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001257043,0.0003174264,0.001383076,0.0001971809,0.00003586231,0.00000604534,0.0003149952,0.00009962921,0.0001089286],"category_scores_gemma":[0.00002539325,0.0002680056,0.0002971833,0.0003011728,0.00001093953,0.00001821261,0.00004105109,0.0001739287,0.00008314678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003054669,"about_ca_system_score_gemma":0.0000228743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001077494,"about_ca_topic_score_gemma":9.107462e-7,"domain_scores_codex":[0.9988262,0.00007427111,0.0005031346,0.0002141939,0.0001799444,0.000202222],"domain_scores_gemma":[0.9990752,0.0003858606,0.0001528174,0.0003213873,0.000005979582,0.00005879262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004505564,0.0001126125,7.618859e-7,0.6867228,0.0005447439,0.00006430051,0.00001343617,0.000002096732,0.0001240716,0.000947198,0.03091406,0.2805494],"study_design_scores_gemma":[0.00006536504,0.00002141629,0.000004548995,0.03922359,0.000485171,0.00002916836,2.729292e-7,6.80866e-7,0.0003170117,0.00004677734,0.9595674,0.0002386534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005115558,0.9970083,0.000004132323,0.000001363979,0.0002787042,0.0009744518,0.0008798504,0.0001396802,0.0006624025],"genre_scores_gemma":[0.00001520205,0.9982052,0.00003196349,0.0000328087,0.00003316731,0.0009337743,0.000679128,0.00006089989,0.000007875674],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9286533,"threshold_uncertainty_score":0.9999772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454559893729484,"score_gpt":0.2493566501926813,"score_spread":0.2248110512553865,"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."}}