{"id":"W4200617552","doi":"10.3390/agronomy11122559","title":"Harnessing Trichoderma in Agriculture for Productivity and Sustainability","year":2021,"lang":"en","type":"article","venue":"Agronomy","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Abiotic component; Sustainability; Trichoderma; Agriculture; Biotic stress; Productivity; Environmental science; Agroforestry; Abiotic stress; Agricultural engineering; Biology; Biotechnology; Ecology; Engineering; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001397443,0.00006867495,0.0001044055,0.000005785291,0.0001489747,0.00006969279,0.00005028601,0.00004371192,0.00003693923],"category_scores_gemma":[0.0001305915,0.00002681997,0.0000364528,0.0001720547,0.00002335609,0.0002147549,0.00004420612,0.00009193049,9.604217e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004418538,"about_ca_system_score_gemma":0.00001780507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002935409,"about_ca_topic_score_gemma":0.001574807,"domain_scores_codex":[0.9994544,0.00006187052,0.0001016675,0.000205251,0.00002746774,0.0001492894],"domain_scores_gemma":[0.9996299,0.0001611567,0.00003178449,0.000036332,0.0001123699,0.00002842595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006898338,0.0005813598,0.1791874,0.00007139694,0.00002097915,0.00001259653,0.0004005037,0.0000137128,0.4088809,0.0003342476,0.005054139,0.4053738],"study_design_scores_gemma":[0.0001829135,0.00003611413,0.7527115,0.00001994904,0.000007174992,0.00003737639,0.001725523,0.00003441675,0.01992239,0.001278494,0.2238866,0.0001574881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956281,0.0003920889,0.00002706809,0.003314,0.00004192538,0.000191546,0.00001672196,0.00001401612,0.0003745401],"genre_scores_gemma":[0.9986746,0.00001165942,0.0001322558,0.0000421614,0.00006782625,0.0000323458,0.00006688578,2.926781e-7,0.0009720097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5735242,"threshold_uncertainty_score":0.1145808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150419879786707,"score_gpt":0.2337221776487469,"score_spread":0.2186801896700762,"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."}}