{"id":"W6968285624","doi":"10.5281/zenodo.15822925","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003267208,0.00009995782,0.0001173991,0.00003145939,0.00158979,0.0004781297,0.0008030655,0.00006798372,0.01501406],"category_scores_gemma":[0.0006109436,0.00004580426,0.00006273681,0.0004931054,0.0001266332,0.0001081449,0.0007982638,0.0001676831,0.002606484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005672735,"about_ca_system_score_gemma":6.762755e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001952422,"about_ca_topic_score_gemma":0.00000235937,"domain_scores_codex":[0.9989403,0.0001720389,0.0001591228,0.0002940435,0.0001512474,0.0002832574],"domain_scores_gemma":[0.9994622,0.0000629011,0.00004805949,0.00009265326,0.0002509129,0.00008324448],"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":[0.00004392832,0.00007745244,0.00004275904,0.00001224644,0.00002959447,0.000006540366,0.00005845458,0.000004354686,0.2476918,0.01502732,0.06989193,0.6671137],"study_design_scores_gemma":[0.0001253661,0.0001496,0.02365525,0.00001611651,0.000004756439,0.000008643037,0.0001623812,0.00002159631,0.001488033,0.0005757897,0.9736912,0.0001012427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4538918,0.0003938018,0.0003714619,0.01035644,0.0001912927,0.0005111835,0.0001814438,0.001495437,0.5326072],"genre_scores_gemma":[0.9971588,0.00005138611,0.00006156824,0.0006025281,0.0001386126,3.204847e-8,0.0003871852,0.00002464509,0.001575289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9037993,"threshold_uncertainty_score":0.99971,"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."}}