{"id":"W7046722836","doi":"","title":"DISPERSAL AND SAMPLING OF THE WHEAT STEM SAWFLY, <i>Cephus cintus</i> NORTON, (HYMENOPTERA: CEPHIDAE)","year":2016,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sawfly; PEST analysis; Biological dispersal; Infestation; Sampling (signal processing); Larva; Herbivore","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002005363,0.0002875781,0.0001735978,0.0006107268,0.0008838532,0.0002361707,0.0003746674,0.0001964408,0.000759088],"category_scores_gemma":[0.0003108214,0.0002271694,0.0001685634,0.0005449085,0.0002176685,0.0002036459,0.0002776516,0.0002923986,0.0001860119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006498639,"about_ca_system_score_gemma":0.0006163888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05291376,"about_ca_topic_score_gemma":0.2233364,"domain_scores_codex":[0.9997596,0.00002012931,0.00002027488,0.00009763597,0.00007051825,0.00003181229],"domain_scores_gemma":[0.9994996,0.00004827661,0.0002186869,0.00002837099,0.0001341567,0.00007092001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003197773,0.0005511683,0.7985435,0.000132875,0.00002850329,0.000980455,0.003611231,0.0005016607,0.1619062,0.0001720991,0.0008222784,0.03243011],"study_design_scores_gemma":[0.00001174978,0.0004511574,0.9938276,0.0000123785,0.00000891396,0.0001135198,0.00072524,0.0005461536,0.003045656,0.0000193475,0.00123133,0.000006922743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995738,0.00008257066,0.001185652,0.00002447339,0.00000537286,0.0002495536,0.000991722,0.00001946991,0.001703212],"genre_scores_gemma":[0.9800941,0.000255166,0.01480624,0.00009116298,0.0000105748,0.000430573,0.002161907,0.000008761371,0.00214145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05291376,"threshold_uncertainty_score":0.1052115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118166949367722,"score_gpt":0.202405343204983,"score_spread":0.1912236737113057,"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."}}