{"id":"W7161795513","doi":"10.82308/25508","title":"Management of Potato Leafhopper in Alfalfa","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Semis; Cultivar; Population; Leafhopper; Population structure","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":[0.0003311675,0.0003167741,0.0001907246,0.0002678705,0.0005743546,0.0005032744,0.0005470448,0.0002983581,0.0005502795],"category_scores_gemma":[0.0002420798,0.0000899861,0.0002087419,0.0001272346,0.0001728841,0.000184246,0.0002257952,0.0002201015,0.0001522077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00376229,"about_ca_system_score_gemma":0.001504023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1443151,"about_ca_topic_score_gemma":0.2852407,"domain_scores_codex":[0.999835,0.00002890576,0.000009353993,0.00004803747,0.00003675795,0.00004200593],"domain_scores_gemma":[0.9996743,0.00002399904,0.00005856103,0.00001666476,0.0001295752,0.00009703285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001518837,0.0003250082,0.05578534,0.0002636096,0.00008201382,0.0008484416,0.0007990882,0.002276673,0.896466,0.0001276945,0.0006786361,0.04082884],"study_design_scores_gemma":[0.0000798469,0.007897637,0.8166898,0.00007711731,0.0002169586,0.0005105104,0.003386043,0.005853148,0.1443543,0.0001495821,0.0207185,0.00006644454],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984017,0.0004601547,0.0001496765,0.00005343752,0.000006605891,0.00001991448,0.00005487646,0.00001318216,0.0008403884],"genre_scores_gemma":[0.9928623,0.0004556522,0.0007676229,0.00007917092,0.000003073748,0.00002673868,0.0002590155,0.000004730843,0.005541615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1443151,"threshold_uncertainty_score":0.2869502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008786113506039996,"score_gpt":0.2315486155755119,"score_spread":0.2227625020694719,"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."}}