{"id":"W3201450672","doi":"10.1002/ps.6650","title":"Three years of surveillance associates agro‐environmental factors with wireworm infestations in <scp>Manitoba, Canada</scp>","year":2021,"lang":"en","type":"article","venue":"Pest Management Science","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Brandon University","funders":"","keywords":"Crop; PEST analysis; Integrated pest management; Biology; Larva; Agriculture; Crop loss; Agronomy; Agricultural productivity; Generalist and specialist species; Ecology; Agroforestry; Habitat; Horticulture","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":[0.0005305904,0.0004359926,0.0001837092,0.000797949,0.001343026,0.0006987056,0.001048253,0.0002761613,0.0007880928],"category_scores_gemma":[0.001018113,0.0003100643,0.0002888385,0.001665979,0.0005478102,0.0002650132,0.0006243924,0.00048089,0.000155289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0177039,"about_ca_system_score_gemma":0.01666166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904013,"about_ca_topic_score_gemma":0.9966377,"domain_scores_codex":[0.9996736,0.00003183894,0.00001960968,0.00006739313,0.00008721244,0.000120252],"domain_scores_gemma":[0.9981665,0.0001122772,0.0004258839,0.00005623479,0.0008920985,0.0003470486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003184872,0.00002303849,0.9956909,0.00002795189,0.000033491,0.00008062941,0.0006020474,0.0001304996,0.0005266663,0.00001535542,0.0003450655,0.002492574],"study_design_scores_gemma":[0.000001886216,0.00002734226,0.9983336,0.0000122358,0.00001413183,0.00002902557,0.0008832147,0.0002535323,0.00009986782,0.000004783088,0.0003367581,0.000003612172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966097,0.0002355002,0.000131358,0.00009222318,0.000002899888,0.00004566076,0.002301196,0.00001313666,0.000568415],"genre_scores_gemma":[0.9964088,0.0002854052,0.0004725866,0.00007866012,0.000002281422,0.00003435162,0.001829156,0.000003008927,0.0008857565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0177039,"threshold_uncertainty_score":0.1284514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007066775219560344,"score_gpt":0.1727335909897386,"score_spread":0.1656668157701782,"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."}}