{"id":"W4407557349","doi":"10.5376/me.2024.15.0019","title":"Implications of Insect Behavior on Integrated Pest Management Strategies for Rice","year":2024,"lang":"en","type":"article","venue":"Molecular Entomology","topic":"Agricultural Research and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insect pest; Integrated pest management; PEST analysis; Insect; Agroforestry; Biology; Business; Agronomy; Ecology; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001373924,0.00009547744,0.0001014994,0.00002700058,0.00006324577,0.00007585873,0.000204835,0.00006512526,0.0001794015],"category_scores_gemma":[0.00002860827,0.00003357275,0.00008991662,0.0003605019,0.00004631011,0.00008868992,0.00004058183,0.00009985088,0.00003155813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002280921,"about_ca_system_score_gemma":0.0000122982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001850561,"about_ca_topic_score_gemma":0.0001293988,"domain_scores_codex":[0.9992315,0.00007402156,0.0001361206,0.0002359197,0.000113542,0.0002089108],"domain_scores_gemma":[0.9995282,0.0002557793,0.00003623317,0.00005111162,0.00007474764,0.00005387569],"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":[0.00005482179,0.0001453851,0.0001270527,0.00004517405,0.00006343813,0.00005522737,0.0000391324,0.000005809454,0.7969005,0.1012961,0.00134556,0.09992185],"study_design_scores_gemma":[0.0007151202,0.008027515,0.4213932,0.0001971513,0.0004848863,0.0002085277,0.003965059,0.0001805331,0.1721006,0.06580754,0.325842,0.001077819],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892942,0.0003598483,0.00032123,0.00268466,0.00007998559,0.0004788476,0.0000892153,0.00006030738,0.006631652],"genre_scores_gemma":[0.9987317,0.00006605654,0.0001982042,0.0001235274,0.00003063967,0.000260359,0.0001909706,9.86123e-7,0.0003975075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6247999,"threshold_uncertainty_score":0.196432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0477450607687547,"score_gpt":0.3270924526807736,"score_spread":0.279347391912019,"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."}}