{"id":"W7135098100","doi":"10.5376/ijmec.2024.14.0030","title":"Impact of Invasive Weevils on Agricultural Systems: Case Studies and Mitigation Strategies","year":2024,"lang":"","type":"article","venue":"International Journal of Molecular Ecology and Conservation","topic":"Date Palm Research Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Adaptability; Sustainability; Food security; Agricultural productivity; Integrated pest management; Sustainable agriculture; Warning system","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":[0.00107464,0.0004917434,0.0002240318,0.001128874,0.0008786508,0.001034103,0.0006932156,0.0007821803,0.001228296],"category_scores_gemma":[0.001347444,0.0001503081,0.0006724384,0.001302501,0.0005689148,0.001177748,0.001164036,0.0004200001,0.0001016024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130476,"about_ca_system_score_gemma":0.0007758152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285729,"about_ca_topic_score_gemma":0.02927647,"domain_scores_codex":[0.999347,0.0003144907,0.000027292,0.00005146267,0.0001016369,0.0001581588],"domain_scores_gemma":[0.9992354,0.0003159233,0.0001518693,0.00007497986,0.000118274,0.000103509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006320067,0.002632923,0.4612263,0.002391639,0.000773488,0.05462182,0.01763742,0.1629844,0.02514076,0.0382411,0.008137547,0.2255807],"study_design_scores_gemma":[0.0001860112,0.004307012,0.4428138,0.0009881321,0.001019703,0.01217095,0.1095267,0.2822362,0.01760949,0.02547818,0.1033741,0.0002897074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850109,0.001512694,0.003295465,0.0003240138,0.00001586227,0.0001748292,0.0001930484,0.00003317701,0.00944002],"genre_scores_gemma":[0.9938319,0.001606098,0.003316278,0.00002715441,0.000008452041,0.00004551647,0.00009496222,0.000004151226,0.001065538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01285729,"threshold_uncertainty_score":0.02556491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0317464921868283,"score_gpt":0.3406485311547436,"score_spread":0.3089020389679153,"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."}}