{"id":"W1989835704","doi":"10.1079/ber2003308","title":"Winter survival of nuisance fly parasitoids (Hymenoptera: Pteromalidae) in Canada and Denmark","year":2004,"lang":"en","type":"article","venue":"Bulletin of Entomological Research","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Pteromalidae; Nuisance; Muscidae; Nasonia vitripennis; Hymenoptera; Zoology; Ecology; Parasitism; Barn; Biological pest control; Parasitoid; Host (biology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001726487,0.000114512,0.0002956396,0.00003737093,0.00007079947,0.00002218209,0.0003982387,0.0001019806,0.003536527],"category_scores_gemma":[0.0007198201,0.00004788444,0.00004194737,0.0003785039,0.0003342288,0.00001598064,0.0002421424,0.0003824758,0.00002124432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400287,"about_ca_system_score_gemma":0.0001333926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7799191,"about_ca_topic_score_gemma":0.6947576,"domain_scores_codex":[0.9974585,0.0004755808,0.000341347,0.0003040369,0.0008454435,0.0005750957],"domain_scores_gemma":[0.9978797,0.001624264,0.00005059002,0.0000767053,0.0002159369,0.0001527559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000842246,0.0004702959,0.8416494,0.0001032396,0.00002638363,0.0003805005,0.000159417,0.0000412331,0.1161624,0.00289237,0.0006930537,0.03657951],"study_design_scores_gemma":[0.0004068833,0.0008573087,0.9820055,0.0000963949,0.00000162591,0.00001103598,0.0002705433,0.000004246512,0.01063221,0.002042943,0.003545369,0.0001259022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913694,0.0003348619,0.000001076016,0.001973955,0.00003848901,0.0001999788,0.00001756963,0.000004085054,0.006060573],"genre_scores_gemma":[0.9993839,0.0001755844,0.00007548474,0.00004554659,0.00005277837,0.00001596032,0.000005659085,0.000001015278,0.0002441116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1403562,"threshold_uncertainty_score":0.9973744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05660324510589463,"score_gpt":0.3078805648958997,"score_spread":0.251277319790005,"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."}}