{"id":"W6969046539","doi":"10.5281/zenodo.5997799","title":"Liriomyza limopsis Lonsdale","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frass; PEST analysis; Raw material; Sowing","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":[0.0001355835,0.000350248,0.0002479068,0.0007120571,0.0007559994,0.0003056076,0.0004007893,0.0002508369,0.01676663],"category_scores_gemma":[0.0002180083,0.0001246606,0.0001267124,0.0003419053,0.0002189801,0.0006655697,0.0006039004,0.000272255,0.003958431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003823549,"about_ca_system_score_gemma":0.0001701421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206729,"about_ca_topic_score_gemma":0.006256233,"domain_scores_codex":[0.9999398,0.000008397925,0.000005849427,0.00002374748,0.00001370339,0.000008458602],"domain_scores_gemma":[0.9999278,0.00001354552,0.00002204839,0.000009969676,0.00001582784,0.00001085245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001233138,0.0001623516,0.04423361,0.002644019,0.0001121347,0.007077174,0.003420955,0.0007456783,0.194118,0.009893161,0.07026695,0.6660928],"study_design_scores_gemma":[0.00009702398,0.0004659275,0.2072643,0.0005637464,0.0001443693,0.008407427,0.001994131,0.0005967299,0.01024978,0.001551388,0.768621,0.00004401998],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4451908,0.01314417,0.003899688,0.001094907,0.0003305928,0.0002342165,0.003341636,0.00101491,0.5317491],"genre_scores_gemma":[0.9200264,0.002955612,0.002155901,0.0007854574,0.0001499645,0.0001244799,0.002314714,0.00005496814,0.0714326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01676663,"threshold_uncertainty_score":0.05609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05047575565547109,"score_gpt":0.2245239522121386,"score_spread":0.1740481965566675,"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."}}