{"id":"W2973207646","doi":"10.19103/as.2019.0046.19","title":"Integrated management of tortricid pests of tree fruit","year":2019,"lang":"en","type":"book-chapter","venue":"Burleigh Dodds series in agricultural science","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Tortricidae; Phytosanitary certification; Integrated pest management; Biology; Agroforestry; Geography; Larva; Horticulture; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002769621,0.0003886411,0.0006160892,0.00008441291,0.0001290557,0.00006627275,0.001015619,0.0002214942,0.001417638],"category_scores_gemma":[0.00002172565,0.0001355785,0.0002204577,0.000619252,0.0004386906,0.0004565357,0.0002542411,0.0002972864,0.00004878071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646308,"about_ca_system_score_gemma":0.00004730173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004941651,"about_ca_topic_score_gemma":0.001343526,"domain_scores_codex":[0.99751,0.00002216033,0.0007104067,0.0005928822,0.0007300829,0.0004344833],"domain_scores_gemma":[0.9986815,0.0001257067,0.0005436065,0.0001646617,0.000393288,0.00009116308],"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":[0.0003693757,0.0002574953,0.0009181065,0.0002440117,0.0001583238,0.00007218256,0.0002610557,0.0000324069,0.4945753,0.3639624,0.001615067,0.1375343],"study_design_scores_gemma":[0.001509274,0.00425469,0.4997933,0.004900587,0.0003851866,0.0002913238,0.005204991,0.00007886608,0.05303482,0.008075039,0.4186432,0.003828779],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3558731,0.0002636063,8.347828e-7,0.0002066495,0.001201623,0.0006673952,0.0002291604,0.00004191488,0.6415157],"genre_scores_gemma":[0.8626357,0.0004507336,0.0001349063,0.00002248047,0.000117679,0.00001734857,0.0001299071,0.000002240742,0.136489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5067626,"threshold_uncertainty_score":0.9994952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243509223420807,"score_gpt":0.2042844897618704,"score_spread":0.1918493975276623,"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."}}