{"id":"W126276952","doi":"10.1007/978-94-007-4032-7_3","title":"Modeling Arthropods to Support IPM in Vineyards","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Agroforestry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003399687,0.0005766829,0.0006106956,0.0002097871,0.0004570089,0.0007453163,0.001572902,0.001343421,0.003813396],"category_scores_gemma":[0.001167119,0.0005130989,0.0006503667,0.0002092413,0.0002740201,0.0006061413,0.0005321664,0.0006595766,0.0003429103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007739383,"about_ca_system_score_gemma":0.0008153038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04514901,"about_ca_topic_score_gemma":0.03876823,"domain_scores_codex":[0.9999123,0.00002236179,0.000004900237,0.00002912042,0.00001292922,0.00001854349],"domain_scores_gemma":[0.9995833,0.0002785035,0.00002860292,0.00002300625,0.00004689225,0.00003964696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000285972,0.00002076215,0.001572186,0.00002542202,0.00002149792,0.00004264491,0.00002332554,0.9927465,0.0007061368,0.0006732676,0.0002722612,0.003867327],"study_design_scores_gemma":[0.000003664734,0.000006296768,0.0001367717,0.00000204727,0.000003946709,0.000005335198,0.000005617311,0.9993415,0.0001370733,0.0002012013,0.0001549925,0.000001419688],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7024399,0.0009448638,0.2741168,0.0006285305,0.0001332282,0.0001211149,0.001838612,0.002386733,0.01739012],"genre_scores_gemma":[0.9319367,0.0002257071,0.0631993,0.0000935866,0.0000260008,0.00007727764,0.0005986235,0.0001910948,0.003651765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04514901,"threshold_uncertainty_score":0.0897724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969801440526944,"score_gpt":0.2368682293349403,"score_spread":0.2071702149296708,"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."}}