{"id":"W6893143715","doi":"10.5281/zenodo.14670998","title":"Liriomyza touroulti Boucher 2025, n. sp.","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":"McGill University","funders":"","keywords":"Bristle; Genus; Character (mathematics); White (mutation); Holotype","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002447629,0.000583754,0.0006142945,0.003536657,0.001358846,0.0005460203,0.0008998797,0.0007994804,0.04122533],"category_scores_gemma":[0.0004837268,0.0003773077,0.000257731,0.002060613,0.0005616821,0.001182109,0.0007642884,0.0007573557,0.0190698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330995,"about_ca_system_score_gemma":0.0008347562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542797,"about_ca_topic_score_gemma":0.03508585,"domain_scores_codex":[0.9998155,0.00001688035,0.00001893274,0.00007715415,0.00004665332,0.0000249621],"domain_scores_gemma":[0.9997903,0.00002662832,0.00007782809,0.00004386251,0.00004201214,0.00001953722],"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":[0.0006726561,0.00007711952,0.02129718,0.003521303,0.00007904048,0.002576795,0.004706356,0.0009156095,0.03114326,0.006603655,0.3391888,0.5892183],"study_design_scores_gemma":[0.00007033995,0.00009331496,0.07944936,0.0006629898,0.0001057856,0.005388532,0.0007479598,0.0002942976,0.001059955,0.0007081208,0.9113865,0.00003293408],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1543092,0.03634264,0.015524,0.004468308,0.001816081,0.003223666,0.1112482,0.00723278,0.6658351],"genre_scores_gemma":[0.5739249,0.01430793,0.04337964,0.002465686,0.001262515,0.003024987,0.0613164,0.001134043,0.2991839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04122533,"threshold_uncertainty_score":0.1379125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04339723903539634,"score_gpt":0.2376841950562409,"score_spread":0.1942869560208445,"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."}}