{"id":"W2098128279","doi":"10.4039/tce.2014.41","title":"Susceptibility of <i>Halyomorpha halys</i> (Hemiptera: Pentatomidae) eggs to different life stages of three generalist predators","year":2014,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Agriculture and Agri-Food Canada","funders":"Canada Research Chairs","keywords":"Pentatomidae; Biology; Chrysopidae; Instar; Predation; Predator; Coccinellidae; Generalist and specialist species; Neuroptera; Hemiptera; Nymph; Zoology; Ecology; Larva; Habitat","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005652062,0.0002319713,0.000449184,0.00003193236,0.0002683889,0.00003943772,0.0007522675,0.00009681167,0.0004910692],"category_scores_gemma":[0.0003989151,0.0000845899,0.0001485243,0.0003081822,0.000653633,0.00004559502,0.0001798775,0.0001349233,0.00002043313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537467,"about_ca_system_score_gemma":0.00005061333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3708035,"about_ca_topic_score_gemma":0.9522442,"domain_scores_codex":[0.9982325,0.0001805429,0.0004456015,0.0003574362,0.0003007659,0.0004831843],"domain_scores_gemma":[0.9986473,0.0002925774,0.0001849974,0.0002777358,0.0001545005,0.0004428306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003344335,0.00006843479,0.9407454,0.00002671351,0.00006472324,0.000003204474,0.000316079,0.00003404121,0.04844387,0.001378601,0.00460785,0.004277672],"study_design_scores_gemma":[0.0001631881,0.0003433296,0.9670537,0.00002352306,0.00003983604,0.00000325429,0.0001556352,0.00002625574,0.02542368,0.0003887718,0.006131788,0.0002470867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934645,0.000099604,0.000008326779,0.004319984,0.0001980887,0.0003788515,0.0003328433,0.00002790377,0.001169857],"genre_scores_gemma":[0.9984528,0.00001191296,0.00003032729,0.00111955,0.0001751114,0.00002893004,0.00004579275,0.000002214338,0.000133377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5814406,"threshold_uncertainty_score":0.6333863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03202335736909515,"score_gpt":0.2453094482834382,"score_spread":0.2132860909143431,"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."}}