{"id":"W3046326393","doi":"10.3390/agronomy10081126","title":"Biocontrol of Crown Gall by Rhizobium rhizogenes: Challenges in Biopesticide Commercialisation","year":2020,"lang":"en","type":"article","venue":"Agronomy","topic":"Cocoa and Sweet Potato Agronomy","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopesticide; Gall; Biological pest control; Crown (dentistry); Biology; Natural enemies; Biotechnology; Agroforestry; Geography; Botany; Agronomy; Pesticide; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001352153,0.0001418564,0.0002600936,0.00001185923,0.00004376279,0.00002092988,0.0002347328,0.0000788939,0.0003943814],"category_scores_gemma":[0.00003248276,0.00006460377,0.0000824436,0.0001809704,0.0000545974,0.0001228582,0.00005245543,0.00007799727,0.00004170164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001879786,"about_ca_system_score_gemma":0.00001137577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007404287,"about_ca_topic_score_gemma":0.0005401449,"domain_scores_codex":[0.9989952,0.00008120602,0.0003103064,0.0002831341,0.0001033348,0.000226776],"domain_scores_gemma":[0.9995226,0.0001709142,0.0001090011,0.00005058483,0.00003396689,0.0001129923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002833717,0.0004085911,0.161659,0.00006620265,0.00006350067,0.000007623258,0.003642217,0.00001946345,0.3109087,0.002271076,0.01086039,0.5098099],"study_design_scores_gemma":[0.001100947,0.0005882561,0.6608567,0.00005465411,0.00003315875,0.000002130324,0.002489569,0.0001695118,0.02640589,0.0002930487,0.3074263,0.0005799013],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802639,0.001763908,0.00001250735,0.01485335,0.00003461849,0.000315612,0.00001288193,0.00003344396,0.002709708],"genre_scores_gemma":[0.999016,0.0001802224,0.00005470289,0.0004861061,0.000140153,0.00004002943,0.00006307775,0.00000123597,0.00001847908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.50923,"threshold_uncertainty_score":0.43182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05464405806066171,"score_gpt":0.2143760025474561,"score_spread":0.1597319444867944,"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."}}