{"id":"W4322504533","doi":"10.3390/agronomy13030666","title":"Sustainable Agriculture: Rare-Actinomycetes to the Rescue","year":2023,"lang":"en","type":"article","venue":"Agronomy","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"North-West University; National Research Foundation","keywords":"Sustainable agriculture; Agriculture; Sustainability; Business; Biotechnology; Microbiome; Ecosystem services; Natural resource economics; Biology; Environmental resource management; Environmental planning; Ecosystem; Ecology; Geography; Economics; Bioinformatics","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":[0.0007725577,0.0007057018,0.001089662,0.0008713034,0.0006746552,0.002917869,0.0006399592,0.00165917,0.003824305],"category_scores_gemma":[0.0007970302,0.0002312858,0.00046654,0.001040663,0.001533055,0.003270495,0.001470661,0.003314706,0.001711395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003824,"about_ca_system_score_gemma":0.001593399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008562531,"about_ca_topic_score_gemma":0.001478781,"domain_scores_codex":[0.9994478,0.0001383494,0.00004918794,0.0001010483,0.0001750993,0.00008846562],"domain_scores_gemma":[0.999579,0.0001163076,0.00008026895,0.00003201653,0.0001037858,0.00008862113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002510909,0.00009947212,0.001769985,0.01200262,0.0001665165,0.002283505,0.001188908,0.001083661,0.05430349,0.1026453,0.07197207,0.7522334],"study_design_scores_gemma":[0.000007511211,0.00009050229,0.000773408,0.001193839,0.00003009635,0.0009487025,0.0007690942,0.0001927349,0.003199392,0.02515999,0.9676055,0.00002908333],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005851839,0.9492877,0.005576647,0.0200941,0.004181718,0.00001842438,0.000182656,0.0001906167,0.01461616],"genre_scores_gemma":[0.06590418,0.9033775,0.006210065,0.009765188,0.002206733,0.00003222507,0.0003224787,0.00005661915,0.012125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003824305,"threshold_uncertainty_score":0.01279354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690522927831651,"score_gpt":0.2172236290264097,"score_spread":0.2003183997480932,"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."}}