{"id":"W6893972753","doi":"10.5281/zenodo.5997827","title":"Liriomyza taraxaci Hering","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":"Taraxacum officinale; Lactuca; Frass; Cichorium; Dandelion; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003387253,0.0001054906,0.0001101099,0.00002069403,0.001958207,0.0004609494,0.0007935145,0.00006784464,0.03847135],"category_scores_gemma":[0.0005517471,0.00004710341,0.0000549523,0.0003788316,0.0002791265,0.0001417883,0.0006802542,0.0001430785,0.01124379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004557251,"about_ca_system_score_gemma":4.651143e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002180026,"about_ca_topic_score_gemma":0.000003680209,"domain_scores_codex":[0.9988436,0.0001650013,0.0001549543,0.0003131747,0.0001954298,0.0003278119],"domain_scores_gemma":[0.9992322,0.0000374643,0.00006307997,0.00009867417,0.0004360142,0.0001326038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006258551,0.00006593366,0.0000197859,0.000005140066,0.00001886358,0.000006659411,0.0001422639,9.327254e-7,0.4069633,0.003620441,0.06196887,0.5271253],"study_design_scores_gemma":[0.0001130647,0.0005544735,0.01266706,0.000008525422,0.000003242289,0.00002728497,0.0001624491,0.00002946847,0.002751894,0.0002817067,0.9832712,0.0001296619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7543875,0.0001120193,0.0001752235,0.004393476,0.0001432746,0.0003333979,0.0001331467,0.001158136,0.2391638],"genre_scores_gemma":[0.9978204,0.0000246303,0.0001037573,0.0004664985,0.0006328906,1.924949e-8,0.0003138044,0.00003937192,0.0005985899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9213023,"threshold_uncertainty_score":0.9993411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05102021678436695,"score_gpt":0.2231453844899892,"score_spread":0.1721251677056222,"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."}}