{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001260412,0.0003445211,0.0002819394,0.0007718494,0.000640461,0.0002927132,0.0003729458,0.000267249,0.01212317],"category_scores_gemma":[0.0001313417,0.000134141,0.0001524828,0.0004576116,0.0001839701,0.0005172431,0.0004681772,0.0003437506,0.002543061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004972061,"about_ca_system_score_gemma":0.0001748135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002953291,"about_ca_topic_score_gemma":0.006085033,"domain_scores_codex":[0.9999417,0.000005541021,0.000005234998,0.00002283106,0.00001493866,0.000009831773],"domain_scores_gemma":[0.9999374,0.000007819501,0.00002474959,0.000007127427,0.00001312721,0.000009687939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001242773,0.0001914517,0.03622587,0.002173624,0.0001149625,0.005389553,0.002473699,0.001238604,0.4813266,0.009390503,0.0259513,0.4342811],"study_design_scores_gemma":[0.0002742057,0.001239125,0.3399977,0.0008591635,0.0003447881,0.009333073,0.002215964,0.002202032,0.01982592,0.002351786,0.6212865,0.00006980888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7020964,0.009586233,0.003992969,0.001163164,0.0001582714,0.0002217816,0.003695432,0.00136113,0.2777245],"genre_scores_gemma":[0.9406595,0.001916095,0.002934432,0.000765715,0.00006617948,0.0000895288,0.002599755,0.00004476433,0.0509241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212317,"threshold_uncertainty_score":0.04055601,"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."}}