{"id":"W6950072897","doi":"10.5281/zenodo.15822924","title":"Liriomyza endiviae Hering","year":2025,"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":"Appendage; Cichorium; Lactuca; Dorsum; Conical surface","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":[0.0001323378,0.0003730991,0.000369985,0.0007272561,0.0007039043,0.0002899991,0.0003815977,0.0003532573,0.006984968],"category_scores_gemma":[0.0001966486,0.0001327128,0.0002343122,0.0003230966,0.0002385178,0.0005815321,0.0007502886,0.0005190268,0.002367109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005347683,"about_ca_system_score_gemma":0.0001441467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002147086,"about_ca_topic_score_gemma":0.003926214,"domain_scores_codex":[0.9998868,0.00001269282,0.00001264093,0.00004476928,0.00002399984,0.00001913679],"domain_scores_gemma":[0.9999003,0.00001441446,0.00003689582,0.00001561238,0.00001974934,0.000012853],"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":[0.001271029,0.0001096604,0.03930771,0.001543824,0.000158499,0.004611202,0.003109293,0.001322989,0.6284886,0.006178664,0.01153596,0.3023626],"study_design_scores_gemma":[0.0001526739,0.001232754,0.4616009,0.0006664667,0.00023508,0.009146455,0.001928363,0.001066055,0.03356176,0.001879134,0.4884649,0.00006542468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7515391,0.008499103,0.00542837,0.0005384626,0.0001697204,0.000185428,0.003678797,0.001013287,0.2289479],"genre_scores_gemma":[0.9503195,0.001412115,0.002751563,0.000423318,0.00008437464,0.0001014641,0.00276296,0.00005793953,0.04208662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006984968,"threshold_uncertainty_score":0.02336711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03609049945448137,"score_gpt":0.2224928974758409,"score_spread":0.1864023980213595,"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."}}