{"id":"W4407953551","doi":"10.1016/j.tibtech.2025.01.001","title":"Recombinant DNA: unlocking untapped microbial potential for innovation in crop agriculture","year":2025,"lang":"en","type":"review","venue":"Trends in biotechnology","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Biotechnology; Recombinant DNA; Agriculture; Crop; Business; Agroforestry; Biology; Agronomy; Gene; Ecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00111582,0.0009195488,0.001218087,0.001770442,0.0002249251,0.001687296,0.001150417,0.00168402,0.003912069],"category_scores_gemma":[0.001065108,0.0003209047,0.0004112449,0.002236489,0.0009400944,0.002147927,0.001097369,0.00245552,0.002280633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009111245,"about_ca_system_score_gemma":0.001227882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008654007,"about_ca_topic_score_gemma":0.001654749,"domain_scores_codex":[0.9996896,0.00004789769,0.00002357388,0.00004841504,0.0001480685,0.00004257672],"domain_scores_gemma":[0.9995123,0.0002677809,0.00005908769,0.00001415146,0.00009151392,0.00005509732],"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":[0.00008827618,0.00005787543,0.00008295026,0.01249875,0.00007258929,0.0001541814,0.00004547016,0.0003506149,0.005162759,0.01176165,0.03574405,0.9339809],"study_design_scores_gemma":[0.00001707531,0.00005761758,0.0002127883,0.001479537,0.0000480098,0.0003311662,0.00002827715,0.00007051373,0.0009233815,0.003028785,0.9937869,0.00001588332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009190289,0.9977764,0.0003757542,0.000428432,0.0003087795,0.000002891655,0.00001637991,0.00001052896,0.000988982],"genre_scores_gemma":[0.0006930207,0.9976811,0.0003355345,0.0002918883,0.0002382331,0.000004678425,0.00003280415,0.000002251757,0.0007204444],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003912069,"threshold_uncertainty_score":0.01308715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342164092035992,"score_gpt":0.3381860608133961,"score_spread":0.3247644198930362,"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."}}