{"id":"W2938232765","doi":"10.4039/tce.2019.16","title":"Evaluating the current integrated pest management recommendations in Canada for carrot weevil (Coleoptera: Curculionidae) and carrot rust fly (Diptera: Psilidae)","year":2019,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Daucus carota; Curculionidae; Weevil; Biology; Integrated pest management; PEST analysis; Agronomy; Rust (programming language); Biological pest control; Horticulture; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007630812,0.0002178958,0.0002117448,0.00003421805,0.0006153121,0.0002300573,0.0005211883,0.00005065747,0.0002248126],"category_scores_gemma":[0.00006746681,0.00007930737,0.00005510289,0.0003700529,0.0001118653,0.00008668093,0.00006103767,0.0003090305,0.00001340698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019759,"about_ca_system_score_gemma":0.0005488493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932327,"about_ca_topic_score_gemma":0.9999007,"domain_scores_codex":[0.9982961,0.0002422729,0.000321668,0.0003540716,0.0002079313,0.0005779566],"domain_scores_gemma":[0.9991021,0.0003627144,0.0001158524,0.0001596474,0.0001095556,0.0001501738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001353396,0.00004795658,0.1051141,0.0000707901,0.0001025515,0.00002636962,0.0007864494,0.0007534971,0.0007077344,0.008371078,0.004710735,0.8791734],"study_design_scores_gemma":[0.0009268865,0.0004806675,0.860494,0.0001501283,0.00007881923,0.00002146414,0.006494972,0.004502099,0.00004249527,0.001078215,0.1251265,0.0006038159],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757732,0.0004998952,0.00000145414,0.01828045,0.0006168107,0.001766764,0.0002186779,0.00001885169,0.002823923],"genre_scores_gemma":[0.9982744,0.00004704559,0.00003076357,0.0008649144,0.00009699749,0.0001715538,0.0001471206,0.000002264443,0.0003649802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8785696,"threshold_uncertainty_score":0.4732546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04252512523141266,"score_gpt":0.2825835116772489,"score_spread":0.2400583864458363,"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."}}