{"id":"W7117531574","doi":"10.18280/ijdne.201118","title":"Basidiomycetes as a Source for Developing Sustainable Biopesticides and Biostimulants in Agriculture: A Review","year":2025,"lang":"","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biopesticide; Natural enemies; Sustainable production; Chemical control; Biological pest control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008539989,0.0008749365,0.00151385,0.002481828,0.0002577738,0.001742711,0.0006708676,0.001075975,0.001601943],"category_scores_gemma":[0.0007013277,0.0003848666,0.000604957,0.002926003,0.000344248,0.001755146,0.0005848843,0.001019482,0.0006431484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003829981,"about_ca_system_score_gemma":0.001253214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009018806,"about_ca_topic_score_gemma":0.001615697,"domain_scores_codex":[0.9997799,0.0000272734,0.00004056259,0.00004844935,0.00008281132,0.0000210927],"domain_scores_gemma":[0.9993782,0.000295604,0.0001234316,0.00001331654,0.0001507122,0.00003876622],"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":[0.0001944206,0.0001779957,0.0006200483,0.04978915,0.0002516417,0.0003552406,0.0001395218,0.001048152,0.01572793,0.003750065,0.007761644,0.9201842],"study_design_scores_gemma":[0.00004888298,0.0004732416,0.002596403,0.008217396,0.0008494872,0.001264409,0.0002689454,0.0006165728,0.007103602,0.00298088,0.9755033,0.00007692147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004644967,0.9986507,0.0002720323,0.000117374,0.00008801502,0.000004939218,0.00001705489,0.000003564918,0.0003818736],"genre_scores_gemma":[0.001878622,0.9973524,0.0003559998,0.00007908749,0.00007617362,0.000004638505,0.00001986173,0.000001029857,0.0002322503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002481828,"threshold_uncertainty_score":0.005358994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012840742667206,"score_gpt":0.2672862766455447,"score_spread":0.2571578692188726,"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."}}