{"id":"W6969030218","doi":"10.5281/zenodo.5997775","title":"Liriomyza baptisiae Frost","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Botanical Research and Chemistry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frass; Frost (temperature); PEST analysis; Host (biology); Larva","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003715156,0.00009689308,0.00009164977,0.00001305934,0.001960035,0.0005640333,0.0009103189,0.00007213821,0.06703841],"category_scores_gemma":[0.0006273552,0.00004757042,0.00005108829,0.0004460695,0.000262309,0.0001289359,0.0007704862,0.0001982785,0.01493668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004928512,"about_ca_system_score_gemma":0.000001091154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003137154,"about_ca_topic_score_gemma":0.000003499617,"domain_scores_codex":[0.9986491,0.0001203325,0.0001487,0.0003316834,0.0003419371,0.0004082056],"domain_scores_gemma":[0.9990683,0.00003928531,0.00004197374,0.0001300934,0.0004357651,0.0002845781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006747394,0.0001049791,0.00001454131,0.000008721614,0.00001533469,0.000008641987,0.00007722968,1.334475e-7,0.4574142,0.001289785,0.1909548,0.3500442],"study_design_scores_gemma":[0.0001277544,0.0003496289,0.003509638,0.00001187234,0.000002738797,0.00003262843,0.0001266539,0.00004772691,0.009224346,0.0002893155,0.9861593,0.0001184267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7214394,0.0001241085,0.00008751866,0.003280685,0.00008275316,0.0002686054,0.0003409442,0.0008599659,0.273516],"genre_scores_gemma":[0.9970183,0.00005484007,0.00005410627,0.0002261693,0.0005107343,1.993275e-8,0.0006829972,0.00005122374,0.00140166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7952045,"threshold_uncertainty_score":0.9993393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03375504314691776,"score_gpt":0.232332479471825,"score_spread":0.1985774363249072,"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."}}