{"id":"W2558160092","doi":"10.5281/zenodo.7238879","title":"HYMENOPTEROUS BIOPESTICIDES AND THEIR PRELIMINARY BIOCONTROL POTENTIAL FROM WESTERN MAHARSHTRA INCLUDING GHATS","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopesticide; Biological pest control; Biology; Biotechnology; Ecology; Pesticide","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":[0.00008826807,0.0001742703,0.00006250905,0.0004504132,0.0003537472,0.0002268458,0.0001977389,0.0001015461,0.002437314],"category_scores_gemma":[0.000081037,0.00005709545,0.0000669828,0.0005317947,0.0001766589,0.00012522,0.0001443753,0.0001226291,0.0001756139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002747047,"about_ca_system_score_gemma":0.0005585387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02235831,"about_ca_topic_score_gemma":0.05179754,"domain_scores_codex":[0.9999466,0.000009447167,0.000003832802,0.00000786404,0.00001661394,0.00001573548],"domain_scores_gemma":[0.9999123,0.00001436474,0.00002257076,0.000003520304,0.00002841819,0.00001893056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003788471,0.0006342466,0.4201741,0.002400754,0.0001271809,0.002401623,0.005009437,0.0004128253,0.1584857,0.0007062295,0.004966131,0.404303],"study_design_scores_gemma":[0.00001050923,0.0007679893,0.9727318,0.0001228774,0.00005847373,0.0007153175,0.002306572,0.0001900381,0.005575097,0.00009394139,0.01741698,0.00001055257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991198,0.003228932,0.0001351603,0.0002929636,0.00002189024,0.00004589876,0.000340807,0.00001673917,0.004719707],"genre_scores_gemma":[0.99224,0.003679479,0.0005892098,0.0001597537,0.00002040559,0.00001679679,0.0004349508,0.000002240681,0.00285714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02235831,"threshold_uncertainty_score":0.0444563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03862526724143862,"score_gpt":0.2155204707883639,"score_spread":0.1768952035469253,"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."}}