{"id":"W4407557366","doi":"10.5376/me.2024.15.0015","title":"Combatting &lt;i&gt;Sitophilus oryzae&lt;/i&gt; in Rice: Strategies and Challenges","year":2024,"lang":"en","type":"article","venue":"Molecular Entomology","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sitophilus; Rice weevil; Horticulture; Business; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009866651,0.0007788289,0.000457336,0.0004762351,0.0005479167,0.001312705,0.0007275885,0.0007111636,0.002219836],"category_scores_gemma":[0.0002691515,0.0001012821,0.000326607,0.0003889029,0.0008727209,0.001157807,0.00105984,0.0008060798,0.0004370802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016605,"about_ca_system_score_gemma":0.002550487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006258637,"about_ca_topic_score_gemma":0.01169011,"domain_scores_codex":[0.9996792,0.0000721956,0.0000167533,0.0000528157,0.00006480107,0.0001141927],"domain_scores_gemma":[0.9998017,0.00002308929,0.00005718393,0.0000110317,0.00005112192,0.00005588511],"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":[0.0003234419,0.0005346126,0.03114019,0.00365822,0.0001380903,0.001409571,0.001242779,0.00302627,0.2673773,0.006189676,0.01013499,0.6748248],"study_design_scores_gemma":[0.0001668855,0.009149018,0.1727522,0.004787325,0.0009134162,0.008242809,0.0325002,0.01501617,0.1869255,0.02028717,0.5489838,0.0002754234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6452621,0.2319581,0.03490881,0.04274421,0.0004158162,0.0004595508,0.0006719498,0.00066461,0.04291476],"genre_scores_gemma":[0.8762326,0.08352321,0.02682432,0.003559624,0.0001585292,0.0002278912,0.0004131211,0.00003188328,0.009028878],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006258637,"threshold_uncertainty_score":0.01244444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842757590294176,"score_gpt":0.2322681579702461,"score_spread":0.2138405820673043,"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."}}