{"id":"W2155749122","doi":"10.1111/j.1467-7652.2012.00700.x","title":"Engineering nitrogen use efficient crop plants: the current status","year":2012,"lang":"en","type":"review","venue":"Plant Biotechnology Journal","topic":"Plant nutrient uptake and metabolism","field":"Agricultural and Biological Sciences","cited_by":418,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Biology; Agronomy; Crop; Nitrogen; Nitrogen cycle; Gene; Biotechnology; Genetics","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005616457,0.0005305168,0.001044146,0.0001291562,0.0004490496,0.000196574,0.0009391179,0.0006877243,0.00008597458],"category_scores_gemma":[0.0001132361,0.0001512428,0.0004769803,0.000424335,0.00009811164,0.00009740689,0.0002397469,0.002528006,0.00022366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008632218,"about_ca_system_score_gemma":0.00005801633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001289599,"about_ca_topic_score_gemma":0.0000110995,"domain_scores_codex":[0.9972849,0.0001603545,0.0007194639,0.0003574321,0.000339839,0.001138047],"domain_scores_gemma":[0.9984574,0.0005082233,0.0005726023,0.0001572458,0.00003402048,0.0002704954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006785183,0.00007810481,0.00001990223,0.00009202156,0.0001042557,0.00004470024,0.00001048773,0.000001809475,0.00007145802,0.0002569366,0.0008535559,0.99846],"study_design_scores_gemma":[0.00007251185,0.00002770974,0.00004424036,0.00131757,0.0004121245,0.003332961,0.00001136111,0.00001200257,0.0000258107,0.00001638599,0.994367,0.0003603442],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005294202,0.9900422,0.000009236275,0.0001518757,0.002023577,0.0004002733,0.001919539,0.0001476822,0.000011419],"genre_scores_gemma":[0.0001142192,0.9981668,0.00003588222,0.00002539145,0.001141017,0.0000239216,0.000462666,0.000004767693,0.00002534004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9980996,"threshold_uncertainty_score":0.9997732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05738168384293181,"score_gpt":0.2478797853615993,"score_spread":0.1904981015186675,"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."}}