{"id":"W4311704154","doi":"10.37425/eajsti.v4i1.455","title":"Influence of Phaseolus vulgaris L. (Fabaceae: Fabales) varieties on oviposition behavior and susceptibility to infestation by Acanthoscelides obtectus Say (Coleoptera: Bruchidae)","year":2022,"lang":"en","type":"article","venue":"East African Journal of Science Technology and Innovation","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Egerton University","keywords":"Biology; Infestation; Phaseolus; PEST analysis; Host (biology); Horticulture; Fabaceae; Callosobruchus maculatus; Toxicology; Botany; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001049744,0.0001117753,0.0001876972,0.0006219803,0.0006241411,0.00005482471,0.0002784233,0.00006307503,0.0000205476],"category_scores_gemma":[0.0002950343,0.00006164177,0.00001729555,0.004529532,0.001108741,0.0004589405,0.0001050118,0.0003017209,3.469509e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008069498,"about_ca_system_score_gemma":0.00006713167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004770696,"about_ca_topic_score_gemma":0.00002917657,"domain_scores_codex":[0.9986842,0.00005952008,0.0004391052,0.0002314504,0.0003895042,0.0001961793],"domain_scores_gemma":[0.9987931,0.00005990416,0.0004853887,0.00005590514,0.0005602813,0.00004537407],"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":[0.0001228226,0.0001138196,0.04907129,0.000003594011,0.000004154944,0.000002846474,0.0003790569,0.0001261494,0.9001955,0.006329082,0.00001870569,0.04363298],"study_design_scores_gemma":[0.0005543929,0.008089402,0.8896464,0.00004150983,0.00003059342,0.0002203761,0.008643606,0.0000715301,0.08614559,0.00576203,0.0005087669,0.0002857946],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966404,0.00006688798,0.00005925635,0.002813856,0.00005931828,0.0002046369,0.00003174664,0.00002252452,0.0001013383],"genre_scores_gemma":[0.9996361,0.000008836383,0.000139345,0.0001627009,0.00001749849,0.00001869535,0.000003741713,7.869687e-7,0.00001226224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8405751,"threshold_uncertainty_score":0.4800452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00940848150175145,"score_gpt":0.2322202117520839,"score_spread":0.2228117302503325,"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."}}