{"id":"W3017187011","doi":"10.4039/tce.2020.17","title":"Modelling the tri-trophic population dynamics of a host crop (<i>Triticum aestivum</i>; Poaceae), a major pest insect (<i>Sitodiplosis mosellana</i>; Diptera: Cecidomyiidae), and a parasitoid of the pest species (<i>Macroglenes penetrans</i>; Hymenoptera: Pteromalidae): a cohort-based approach incorporating the effects of weather","year":2020,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Ministry of Agriculture","funders":"","keywords":"Biology; PEST analysis; Cecidomyiidae; Population; Trophic level; Midge; Integrated pest management; Agronomy; Poaceae; Ecology; Botany; Larva","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004114164,0.0003116078,0.0004591578,0.00003785839,0.000781574,0.0001142253,0.0007612159,0.0001375281,0.0000184146],"category_scores_gemma":[0.0001099073,0.0001035004,0.0002210498,0.0005936367,0.0006471769,0.00008148241,0.00006619943,0.0003615748,8.881046e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009933655,"about_ca_system_score_gemma":0.00008218813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.230338,"about_ca_topic_score_gemma":0.2033516,"domain_scores_codex":[0.9978088,0.0005406811,0.000549028,0.0003537133,0.0003651105,0.0003826263],"domain_scores_gemma":[0.9981375,0.0008205001,0.0005080955,0.0002527066,0.0001538893,0.0001272881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009492791,0.0004427986,0.6921704,0.0005595987,0.0005939208,0.0000451776,0.003672813,0.02337951,0.2694981,0.005376932,0.0001063848,0.003204995],"study_design_scores_gemma":[0.001800167,0.001679693,0.825896,0.0004427311,0.0009112569,0.0001413941,0.001873065,0.1513652,0.01395839,0.0007180797,0.0003677708,0.0008462418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918174,0.0005331452,0.0001586203,0.005484231,0.0001252617,0.001177096,0.0004135371,0.00002014599,0.0002705971],"genre_scores_gemma":[0.9990667,0.00004061483,0.00005666259,0.0005046303,0.0001329658,0.0000875459,0.00006478339,0.000006779948,0.0000393603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2555397,"threshold_uncertainty_score":0.8111851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469955624902605,"score_gpt":0.188642354957165,"score_spread":0.173942798708139,"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."}}