{"id":"W2909522853","doi":"10.1146/annurev-ento-011118-112147","title":"Blueberry IPM: Past Successes and Future Challenges","year":2019,"lang":"en","type":"review","venue":"Annual Review of Entomology","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Integrated pest management; Broad spectrum; Biology; Biotechnology; Pest control; Crop protection; Production (economics); Agroforestry; Business; Risk analysis (engineering); Ecology; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002807789,0.0003340547,0.00191604,0.00003046429,0.0000521281,0.00001338301,0.0003544783,0.0003160065,0.0008217887],"category_scores_gemma":[0.0000415697,0.0001112746,0.000420799,0.0001861544,0.00006043659,0.00009663865,0.0001121419,0.0002799379,0.0001264142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001376827,"about_ca_system_score_gemma":0.0000270371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001061825,"about_ca_topic_score_gemma":0.0001295466,"domain_scores_codex":[0.9982634,0.0003171382,0.0005967315,0.0004139345,0.0001400461,0.0002687235],"domain_scores_gemma":[0.9986929,0.0004465184,0.0005165438,0.0001241762,0.0001531464,0.0000666862],"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":[0.000002939236,0.00003818492,0.000001591393,0.03925473,0.00007550357,0.000008728012,0.00001434113,6.975645e-10,0.000001124119,0.001563505,0.001552945,0.9574864],"study_design_scores_gemma":[0.00003203195,0.0002583414,0.00003639299,0.02451876,0.0003999442,0.0003227443,0.00007427653,3.327462e-8,2.231881e-7,0.00002067066,0.9741308,0.0002057468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002385692,0.99361,3.957991e-8,0.001358841,0.00053891,0.0005744442,0.0003828813,0.00001806238,0.003493001],"genre_scores_gemma":[0.0000235748,0.9977136,0.000004698989,0.0003828806,0.001064961,0.00007131064,0.0002688069,0.00000239875,0.0004678145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9725779,"threshold_uncertainty_score":0.899801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03149582941936964,"score_gpt":0.3072360857449586,"score_spread":0.275740256325589,"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."}}