{"id":"W3021912262","doi":"10.1101/2020.04.30.071183","title":"An effective cold storage method for stockpiling <i>Halyomorpha halys</i> eggs for field surveys and laboratory rearing of <i>Trissolcus japonicus</i>","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley; Agriculture and Agri-Food Canada; Simon Fraser University","funders":"","keywords":"Biology; Scelionidae; Parasitoid; Parasitism; Pentatomidae; Fecundity; Animal science; Hymenoptera; Toxicology; Zoology; Ecology; Host (biology); Heteroptera; Population","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003943815,0.0007726658,0.001416527,0.00007587141,0.0004690857,0.0002210523,0.0007276941,0.0007363291,0.00001071524],"category_scores_gemma":[0.001480704,0.0004753054,0.0003287072,0.0006221029,0.0001318629,0.0002413731,0.0005756849,0.0006813098,0.000002086497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565933,"about_ca_system_score_gemma":0.0001389711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004084501,"about_ca_topic_score_gemma":0.0001056752,"domain_scores_codex":[0.9955316,0.000903447,0.0008326322,0.001623582,0.0003816538,0.0007270591],"domain_scores_gemma":[0.994339,0.002892683,0.0007756976,0.0004518201,0.001136526,0.0004042634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001133924,0.0001495867,0.005801766,0.000706844,0.0002709367,0.000008047225,0.00004023304,0.00003345191,0.9922725,0.0001824823,0.0002895173,0.0001312341],"study_design_scores_gemma":[0.0009044667,0.001276271,0.06176076,0.000392837,0.0003362375,2.274616e-8,0.00002847601,0.001422453,0.9280974,0.00001482816,0.004637022,0.001129208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971764,0.00155135,0.01715331,0.0005815831,0.0007017499,0.004124896,0.00375707,0.0003609405,0.000005136125],"genre_scores_gemma":[0.98219,0.0001010661,0.01508814,0.0004795821,0.0007604493,0.001342297,0.000005077281,0.0000310421,0.000002365264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06417509,"threshold_uncertainty_score":0.9997699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067157551739975,"score_gpt":0.2622797937526022,"score_spread":0.2416082182352025,"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."}}