{"id":"W2082608688","doi":"10.1007/s10530-008-9324-0","title":"Non-native insects in agriculture: strategies to manage the economic and environmental impact of wheat midge, Sitodiplosis mosellana, in Saskatchewan","year":2008,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Ministry of Agriculture; Agriculture and Agri-Food Canada","funders":"","keywords":"Midge; Biology; Cecidomyiidae; Integrated pest management; Parasitoid; PEST analysis; Agronomy; Biological pest control; Agriculture; Economic threshold; Ecology; Botany; Larva","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000269256,0.0002121797,0.0001457935,0.0004275618,0.0007440099,0.0006695272,0.0004506304,0.0001612499,0.001014831],"category_scores_gemma":[0.0001645574,0.000091041,0.0001091119,0.000457244,0.0004557262,0.0002972216,0.0005279158,0.0002948492,0.00008120247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00319724,"about_ca_system_score_gemma":0.003902899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3948757,"about_ca_topic_score_gemma":0.8652452,"domain_scores_codex":[0.9999002,0.0000230745,0.000006330347,0.00001742258,0.00001751955,0.00003542288],"domain_scores_gemma":[0.999851,0.00001877077,0.00003311752,0.000006426035,0.00003701739,0.00005360765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008340778,0.0004383429,0.7767974,0.0002211524,0.0001262245,0.002530259,0.004981155,0.001967592,0.1230026,0.001610712,0.001062446,0.08642823],"study_design_scores_gemma":[0.00002856667,0.0001866279,0.9830493,0.00002124772,0.00003801199,0.0002874901,0.009213542,0.001700023,0.001850473,0.0003039041,0.003305431,0.00001550608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984889,0.000127229,0.00008064668,0.00009376865,0.000001443488,0.000006566393,0.00002365885,0.00000242847,0.001175466],"genre_scores_gemma":[0.9980263,0.0002857862,0.0002760973,0.00005206648,0.000001169483,0.000005751898,0.00004807905,9.402816e-7,0.00130371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6051244,"threshold_uncertainty_score":0.7851545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04532788940059754,"score_gpt":0.2227346215356105,"score_spread":0.177406732135013,"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."}}