{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008752719,0.0001416783,0.0002148542,0.00002554925,0.0001329918,0.00002108248,0.0001677925,0.0001074401,0.0001597663],"category_scores_gemma":[0.0000116749,0.00004176552,0.00009139665,0.0001472645,0.0001043741,0.00007961578,0.00007820654,0.0001498201,0.00001602154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009194664,"about_ca_system_score_gemma":0.00001495355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008723632,"about_ca_topic_score_gemma":0.01701137,"domain_scores_codex":[0.9991941,0.00008630384,0.0002230566,0.0002365673,0.00005435267,0.0002055693],"domain_scores_gemma":[0.9995458,0.0002784165,0.00005492646,0.00004854203,0.000006035648,0.00006625586],"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":[0.0001189363,0.0002429132,0.194683,0.000001611446,0.00002910293,0.00002599628,0.001510068,0.0003811947,0.8007173,0.0000777775,0.0005991665,0.001612936],"study_design_scores_gemma":[0.0001500088,0.0005130291,0.9920538,0.00001393735,0.000002650058,0.00001886686,0.004892902,0.00008195751,0.001829083,0.0001135515,0.0002097295,0.0001204718],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985001,0.0001086196,6.693169e-7,0.0002554851,0.00003008011,0.0003141317,0.0001761853,0.000008892704,0.0006058074],"genre_scores_gemma":[0.999422,0.000255012,0.00001009749,0.0001172803,0.00004672065,0.0000407734,0.00005611359,6.001089e-7,0.00005142196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7988882,"threshold_uncertainty_score":0.9978774,"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."}}