{"id":"W4293117491","doi":"10.1079/pavsnnr202116052","title":"IPM for tropical crops: lentil","year":2021,"lang":"en","type":"article","venue":"CABI Reviews","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Agronomy; Crop; Biopesticide; Abiotic component; Crop rotation; Biological pest control; Pesticide; Horticulture; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004514337,0.0005556107,0.0002144403,0.0008264333,0.0002617862,0.000526716,0.0005843156,0.0004362895,0.06888514],"category_scores_gemma":[0.0005137028,0.0001033296,0.0002295557,0.0006737624,0.0001461823,0.0004991153,0.0006757131,0.0005604938,0.02374463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004277719,"about_ca_system_score_gemma":0.0004205018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256391,"about_ca_topic_score_gemma":0.001656981,"domain_scores_codex":[0.9998468,0.00002547046,0.000009320719,0.00002343919,0.00007228612,0.00002274718],"domain_scores_gemma":[0.9997317,0.00005190309,0.00005086125,0.00003030759,0.00007705379,0.00005803133],"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":[0.0001191391,0.0002195956,0.0005281795,0.002290842,0.000008862701,0.0002570022,0.00009190987,0.0001852693,0.02717477,0.003241044,0.1585983,0.8072851],"study_design_scores_gemma":[0.00001763258,0.0001457461,0.002551359,0.000196565,0.000008496697,0.0002755684,0.00001754285,0.00007863959,0.003722402,0.000434536,0.9925461,0.000005424967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03060395,0.1468823,0.04450048,0.01391906,0.002820017,0.00179095,0.01587215,0.02211697,0.7214942],"genre_scores_gemma":[0.1255069,0.124309,0.09508483,0.007850038,0.003424408,0.001990965,0.0172784,0.002591006,0.6219645],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06888514,"threshold_uncertainty_score":0.2304438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06154408391801799,"score_gpt":0.2641292470446742,"score_spread":0.2025851631266562,"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."}}